914 results on '"GOTTLIEB, LAURA"'
Search Results
2. Higher Perceived Clinic Capacity to Address Patients' Social Needs Associated with Lower Burnout in Primary Care Providers
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Olayiwola, J. Nwando, Willard-Grace, Rachel, Dubé, Kate, Hessler, Danielle, Shunk, Rebecca, Grumbach, Kevin, and Gottlieb, Laura
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- 2018
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3. The Construction and Meaning of Race Within Hypertension Guidelines: A Systematic Scoping Review
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Awolope, Anna, El-Sabrout, Hannah, Chattopadhyay, Anurima, Richmond, Stephen, Hessler-Jones, Danielle, Hahn, Monica, Gottlieb, Laura, and Razon, Na’amah
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- 2024
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4. Evaluation Activities and Influences at the Intersection of Medical and Social Services
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Gottlieb, Laura, Ackerman, Sara, Wing, Holly, and Adler, Nancy
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- 2017
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5. Including Social and Behavioral Determinants in Predictive Models: Trends, Challenges, and Opportunities
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Tan, Marissa, Hatef, Elham, Taghipour, Delaram, Vyas, Kinjel, Kharrazi, Hadi, Gottlieb, Laura, and Weiner, Jonathan
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
In an era of accelerated health information technology capability, health care organizations increasingly use digital data to predict outcomes such as emergency department use, hospitalizations, and health care costs. This trend occurs alongside a growing recognition that social and behavioral determinants of health (SBDH) influence health and medical care use. Consequently, health providers and insurers are starting to incorporate new SBDH data sources into a wide range of health care prediction models, although existing models that use SBDH variables have not been shown to improve health care predictions more than models that use exclusively clinical variables. In this viewpoint, we review the rationale behind the push to integrate SBDH data into health care predictive models and explore the technical, strategic, and ethical challenges faced as this process unfolds across the United States. We also offer several recommendations to overcome these challenges to reach the promise of SBDH predictive analytics to improve health and reduce health care disparities.
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- 2020
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6. Associations between Social Adversity and Biomarkers of Inflammation, Stress, and Aging in Children
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Pantell, Matthew S., Silveira, Patricia P., de Mendonça Filho, Euclides José, Wing, Holly, Brown, Erika M., Keeton, Victoria F., Pokhvisneva, Irina, O’Donnell, Kieran J., Neuhaus, John, Hessler, Danielle, Meaney, Michael J., Adler, Nancy E., and Gottlieb, Laura M.
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- 2024
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7. Associations between Social Adversity and Biomarkers of Inflammation, Stress, and Aging in Children
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Pantell, Matthew S, Silveira, Patricia P, de Mendonça Filho, Euclides José, Wing, Holly, Brown, Erika M, Keeton, Victoria F, Pokhvisneva, Irina, O’Donnell, Kieran J, Neuhaus, John, Hessler, Danielle, Meaney, Michael J, Adler, Nancy E, and Gottlieb, Laura M
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Paediatrics ,Biomedical and Clinical Sciences ,Pediatric Research Initiative ,Prevention ,Behavioral and Social Science ,Brain Disorders ,Pediatric ,Aetiology ,2.3 Psychological ,social and economic factors ,Inflammatory and immune system ,Paediatrics and Reproductive Medicine ,Public Health and Health Services ,Pediatrics - Abstract
BackgroundPrior work has found relationships between childhood social adversity and biomarkers of stress, but knowledge gaps remain. To help address these gaps, we explored associations between social adversity and biomarkers of inflammation (interleukin-1β [IL-1β], IL-6, IL-8, tumor necrosis factor-alpha [TNF-α], and salivary cytokine hierarchical "clusters" based on the three interleukins), neuroendocrine function (cortisol, cortisone, dehydroepiandrosterone, testosterone, and progesterone), neuromodulation (N-arachidonoylethanolamine, stearoylethanolamine, oleoylethanolamide, and palmitoylethanolamide), and epigenetic aging (Pediatric-Buccal-Epigenetic clock).MethodsWe collected biomarker samples of children ages 0-17 recruited from an acute care pediatrics clinic and examined their associations with caregiver-endorsed education, income, social risk factors, and cumulative adversity. We calculated regression-adjusted means for each biomarker and compared associations with social factors using Wald tests. We used logistic regression to predict being in the highest cytokine cluster based on social predictors.ResultsOur final sample included 537 children but varied based on each biomarker. Cumulative social adversity was significantly associated with having higher levels of all inflammatory markers and with cortisol, displaying a U-shaped distribution. There were no significant relationships between cumulative social adversity and cortisone, neuromodulation biomarkers or epigenetic aging.ConclusionOur findings support prior work suggesting that social stress exposures contribute to increased inflammation in children.ImpactOur study is one of the largest studies examining associations between childhood social adversity and biomarkers of inflammation, neuroendocrine function, neuromodulation, and epigenetic aging. It is one of the largest studies to link childhood social adversity to biomarkers of inflammation, and the first of which we are aware to link cumulative social adversity to cytokine clusters. It is also one of the largest studies to examine associations between steroids and epigenetic aging among children, and one of the only studies of which we are aware to examine associations between social adversity and endocannabinoids among children.Clinical trial registrationNCT02746393.
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- 2024
8. Provision of digital devices and internet connectivity to improve synchronous telemedicine access in the U.S.: a systematic scoping review.
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Bell, Joshua, Gottlieb, Laura, Lyles, Courtney, Nguyen, Oanh, Ackerman, Sara, and De Marchis, Emilia
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access ,health equity ,healthcare utilization ,scoping review ,telemedicine - Abstract
INTRODUCTION: The COVID-19 pandemic led to a dramatic increase in telemedicine use for direct patient care. Inequities in device/internet access can limit the extent to which patients can engage with telemedicine care and exacerbate health disparities. In this review, we examined existing literature on interventions designed to improve patient telemedicine access by providing digital devices including tablets, smartphones, and computers and/or internet connectivity. METHODS: In this systematic scoping review, we searched four databases for peer-reviewed studies published 1/1/2000-10/19/2021 that described healthcare interventions that provided patients with devices and/or internet connectivity and reported outcomes related to telemedicine access and/or usage. Data extraction elements included: study population, setting, intervention design, details on device/connectivity provision, and outcomes evaluated. RESULTS: Twelve articles reflecting seven unique interventions met inclusion criteria. Ten articles examined telemedicine utilization (83%) and reported improved patient show rates/utilization. Seven articles examined patient satisfaction with the interventions (58%) and reported positive experiences. Fewer articles examined health outcomes (17%; 2/12) though these also demonstrated positive results. Across included studies, study quality was low. There were no controlled trials, and the most rigorously designed studies (n = 4) involved pre/post-intervention assessments. DISCUSSION: Findings from this review indicate that providing material technology supports to patients can facilitate telemedicine access, is acceptable to patients and clinicians, and can contribute to improved health outcomes. The low number and quality of existing studies limits the strength of this evidence. Future research should explore interventions that can increase equitable access to telemedicine services. SYSTEMATIC REVIEW REGISTRATION: https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=183442, identifier, PROSPERO: CRD42020183442.
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- 2024
9. “I would love to see these big institutions… throwing their weight around”: qualitative findings regarding health and social sector collaborations to address community-level socioeconomic adversity
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Brown, Erika M, Fraze, Taressa K, Gottlieb, Laura M, and Fichtenberg, Caroline
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Health Services and Systems ,Public Health ,Health Sciences ,Social Determinants of Health ,Behavioral and Social Science ,Basic Behavioral and Social Science ,Clinical Research ,Generic health relevance ,Humans ,Qualitative Research ,Interviews as Topic ,Socioeconomic Factors ,Cooperative Behavior ,Male ,Female ,Socioeconomic adversity ,Social determinants of health ,Social care ,Cross-sector partnerships ,Social sector ,Advocacy ,Public Health and Health Services ,Epidemiology ,Health services and systems ,Public health - Abstract
BackgroundHealth and social sector organizations are increasingly working together to mitigate socioeconomic adversity within their communities. We sought to learn about the motivations, experiences, and perspectives of organizations engaged in these collaborations.MethodsWe conducted semi-structured, 60-minute interviews with 34 leaders from 25 health and social sector organizations between January-April 2021. Interviews explored motivations, benefits and challenges, and ways in which health sector organizations can most effectively address community-level socioeconomic adversity. Interviews were audio recorded and transcribed; themes were coded using Dedoose software.ResultsPartnerships were primarily motivated by mission-driven organizations and key health sector leaders who were interested in addressing root causes of poor health; policies such as certificate of need laws and value-based care incentives that aligned community-level investments with health sector organizations' financial interests facilitated these efforts. While partnerships were mostly regarded as mutually beneficial ways to increase impact (for the health sector) and resource access (for the social sector), social sector organizations voiced frustrations regarding the outsized expectations, unsustained interest, and lack of partnership from their health sector collaborators. Despite these frustrations, both health and social sector interviewees supported the health sector's continued involvement in community-level socioeconomic initiatives and expansion of policy and systems efforts.ConclusionsCross-sector, community-level socioeconomic initiatives were mutually beneficial, but social sector organizations experienced more frustrations. Policy and organizational changes within the health sector can further mobilize and sustain support for these efforts.
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- 2024
10. Essential not Supplemental: Medicare Advantage Members’ Use of Non-Emergency Medical Transportation (NEMT)
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Razon, Na’amah, Gottlieb, Laura M, and Fraze, Taressa
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Health Services and Systems ,Health Sciences ,Health Services ,Clinical Research ,Health and social care services research ,8.1 Organisation and delivery of services ,Generic health relevance ,Good Health and Well Being ,Aged ,Humans ,United States ,Medicare Part C ,Reproducibility of Results ,Transportation of Patients ,Health Services Accessibility ,Emergency Medical Services ,transportation ,social risk ,medicare advantage ,supplemental benefits ,Clinical Sciences ,General & Internal Medicine ,Clinical sciences ,Health services and systems ,Public health - Abstract
BackgroundOver five million people in the USA miss or delay medical care because of a lack of transportation. Transportation barriers are especially relevant to Medicare Advantage (MA) health plan enrollees, who are more likely to live with multiple chronic conditions and experience mobility challenges. Non-Emergency Medical Transportation (NEMT) helps to address transportation gaps by providing rides to and from routine medical care (for example, medical appointments, laboratory tests, and pharmacy visits) and has been added as a supplemental benefit to some MA health plans.ObjectiveWe aimed to characterize MA enrollees' experiences with supplemental NEMT benefits.DesignQualitative interviews focused on participants' experiences with existing NEMT benefits, transportation, and mobility.ParticipantsTwenty-one MA enrollees who used their MA NEMT benefit in 2019 and who remained eligible for ongoing transportation benefits through 2021.ApproachUsing purposive sampling from a list of eligible participants, we recruited individuals who used their MA NEMT benefit in 2019 and who remained eligible for benefit-covered transportation services through 2021.Key resultsParticipants considered NEMT an essential service, particularly because these services helped them decrease social isolation, reduce financial insecurity, and manage their own medical needs. Navigating logistical challenges associated with arranging NEMT services required participants to commit considerable time and energy and limited the effectiveness and reliability of NEMT.ConclusionParticipants described NEMT as a valued service essential to their ability to access health care. They suggested ways to increase service flexibility and reliability that could inform future NEMT policy and practice. As health systems and payers learn how to best address social risks, particularly as the US population ages, our findings underscore the importance of NEMT services and highlight opportunities to advance comprehensive transportation solutions for MA participants.
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- 2023
11. Advancing health equity through social care interventions.
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Doubeni, Chyke, Viswanathan, Meera, Cartier, Yuri, Aceves, Benjamin, Fichtenberg, Caroline, Cené, Crystal, Peek, Monica, and Gottlieb, Laura
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determinants of health/population health/socioeconomic causes of health ,health care disparities ,health equity ,health promotion/prevention/screening ,social determinants of health ,Female ,Humans ,Male ,Delivery of Health Care ,Health Equity ,Poverty ,Racism - Abstract
OBJECTIVE: To use evidence on addressing racism in social care intervention research to create a framework for advancing health equity for all populations with marginalized social identities (e.g., race, gender, and sexual orientation). Such groups have disproportionate social needs (e.g., food insecurity) and negative social determinants of health (SDOH; e.g., poverty). We recommend how the Agency for Healthcare Research and Quality (AHRQ) could advance health equity for marginalized populations through social care research and care delivery. DATA SOURCES AND STUDY SETTING: This commentary is informed by a literature review of social care interventions that were affiliated with healthcare systems; input from health equity researchers, policymakers, and community leaders attending the AHRQ Health Equity Summit; and consensus of the authors. PRINCIPAL FINDINGS: We recommend that AHRQ: (1) create an ecosystem that values research on SDOH and the effectiveness and implementation of social care interventions in the healthcare sector; (2) work with other federal agencies to (a) develop position statements with actionable recommendations about racism and other systems that perpetuate marginalization based on social identity and (b) develop aligned, complementary approaches to research and care delivery that address social marginalization; (3) advance both inclusive care delivery and inclusive research teams; (4) advance understanding of racism as a social determinant of health and effective strategies to mitigate its adverse impact on health; (5) advance the creation and scaling of effective strategies for addressing SDOH in healthcare systems, particularly in co-creation with community partners; and (6) require social care intervention researchers to use methods that advance our understanding of social health equity. CONCLUSIONS: AHRQ, as a federal agency, could help advance health equity using a range of strategies, including using the agencys levers to ensure AHRQ stakeholders examine and address the unique experiences of socially marginalized populations in SDOH and social care intervention research.
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- 2023
12. Social Risk Screening and Response Equity: Assessment by Race, Ethnicity, and Language in Community Health Centers.
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Torres, Cristina, Gold, Rachel, Kaufmann, Jorge, Marino, Miguel, Hoopes, Megan, Totman, Molly, Aceves, Benjamín, and Gottlieb, Laura
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Adult ,Humans ,Black or African American ,Communication Barriers ,Community Health Centers ,Ethnicity ,Health Promotion ,Hispanic or Latino ,Language ,Mass Screening ,Race Factors ,Risk Assessment ,Social Determinants of Health ,Sociological Factors ,White ,Needs Assessment ,Health Services Needs and Demand - Abstract
INTRODUCTION: Little has previously been reported about the implementation of social risk screening across racial/ethnic/language groups. To address this knowledge gap, the associations between race/ethnicity/language, social risk screening, and patient-reported social risks were examined among adult patients at community health centers. METHODS: Patient- and encounter-level data from 2016 to 2020 from 651 community health centers in 21 U.S. states were used; data were extracted from a shared Epic electronic health record and analyzed between December 2020 and February 2022. In adjusted logistic regression analyses stratified by language, robust sandwich variance SE estimators were applied with clustering on patients primary care facility. RESULTS: Social risk screening occurred at 30% of health centers; 11% of eligible adult patients were screened. Screening and reported needs varied significantly by race/ethnicity/language. Black Hispanic and Black non-Hispanic patients were approximately twice as likely to be screened, and Hispanic White patients were 28% less likely to be screened than non-Hispanic White patients. Hispanic Black patients were 87% less likely to report social risks than non-Hispanic White patients. Among patients who preferred a language other than English or Spanish, Black Hispanic patients were 90% less likely to report social needs than non-Hispanic White patients. CONCLUSIONS: Social risk screening documentation and patient reports of social risks differed by race/ethnicity/language in community health centers. Although social care initiatives are intended to promote health equity, inequitable screening practices could inadvertently undermine this goal. Future implementation research should explore strategies for equitable screening and related interventions.
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- 2023
13. Social Needs and Acculturation as Predictors of Emotional Problems and Perceived Stress Among Latinx Mothers with Low Income.
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Keeton, Victoria F, Bell, Janice F, Gottlieb, Laura M, Drake, Christiana, Pantell, Matthew, Hessler, Danielle, Wing, Holly, and Fernandez Y Garcia, Erik O
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Humans ,Stress ,Psychological ,Mothers ,Acculturation ,Poverty ,Female ,Hispanic or Latino ,Latinx ,Social needs ,Stress ,Mental Health ,Clinical Research ,Basic Behavioral and Social Science ,Behavioral and Social Science ,Generic health relevance ,Mental health ,Good Health and Well Being ,Public Health and Health Services ,Public Health - Abstract
Associations between household social needs, acculturation, and emotional health remain understudied, particularly among Latinx mothers. We analyzed baseline survey data from 455 Latinx mothers in a previous study. Using multinomial regression, we examined whether emotional problems and perceived stress were associated with household social needs and acculturation. Almost half the sample reported four or more household social needs. Social needs cumulatively and independently predicted increased odds of frequent emotional problems or perceived stress. Lower acculturation predicted lower odds of frequent emotional problems. There is increased risk for emotional problems and stress in low-income Latinx mothers who experience high social need. Integrated social service and mental health care models may be one way to improve health outcomes. More research is needed to understand how clinical settings can leverage unique cultural protective factors to address the social and emotional health needs of Latinx mothers.
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- 2023
14. A quantitative assessment of the frequency and magnitude of heterogeneous treatment effects in studies of the health effects of social policies
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Cintron, Dakota W, Gottlieb, Laura M, Hagan, Erin, Tan, May Lynn, Vlahov, David, Glymour, M Maria, and Matthay, Ellicott C
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Epidemiology ,Health Sciences ,Human Society ,Population heterogeneity ,Effect modifiers ,Social policy ,Health equity ,Public Health and Health Services ,Public health ,Sociology - Abstract
Substantial heterogeneity in effects of social policies on health across subgroups may be common, but has not been systematically characterized. Using a sample of 55 contemporary studies on health effects of social policies, we recorded how often heterogeneous treatment effects (HTEs) were assessed, for what subgroups (e.g., male, female), and the subgroup-specific effect estimates expressed as Standardized Mean Differences (SMDs). For each study, outcome, and dimension (e.g., gender), we fit a random-effects meta-analysis. We characterized the magnitude of heterogeneity in policy effects using the standard deviation of the subgroup-specific effect estimates (τ). Among the 44% of studies reporting subgroup-specific estimates, policy effects were generally small ( 0.1 SMDs. For 26% of study-outcome-dimensions, the magnitude of τ indicated that effects of opposite signs were plausible across subgroups. Heterogeneity was more common in policy effects not specified a priori. Our findings suggest social policies commonly have heterogeneous effects on health of different populations; these HTEs may substantially impact disparities. Studies of social policies and health should routinely evaluate HTEs.
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- 2023
15. Partner-developed electronic health record tools to facilitate social risk-informed care planning.
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Gunn, Rose, Pisciotta, Maura, Gold, Rachel, Bunce, Arwen, Dambrun, Katie, Cottrell, Erika, Hessler, Danielle, Middendorf, Mary, Alvarez, Miguel, Giles, Lydia, and Gottlieb, Laura
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diabetes mellitus ,health information technology ,hypertension ,participatory design ,social determinants of health ,social risk ,Humans ,Electronic Health Records ,Social Support ,Community Health Centers ,Patient Care Planning ,Documentation - Abstract
OBJECTIVE: Increased social risk data collection in health care settings presents new opportunities to apply this information to improve patient outcomes. Clinical decision support (CDS) tools can support these applications. We conducted a participatory engagement process to develop electronic health record (EHR)-based CDS tools to facilitate social risk-informed care plan adjustments in community health centers (CHCs). MATERIALS AND METHODS: We identified potential care plan adaptations through systematic reviews of hypertension and diabetes clinical guidelines. The results were used to inform an engagement process in which CHC staff and patients provided feedback on potential adjustments identified in the guideline reviews and on tool form and functions that could help CHC teams implement these suggested adjustments for patients with social risks. RESULTS: Partners universally prioritized tools for social risk screening and documentation. Additional high-priority content included adjusting medication costs and changing follow-up plans based on reported social risks. Most content recommendations reflected partners interests in encouraging provider-patient dialogue about care plan adaptations specific to patients social needs. Partners recommended CDS tool functions such as alerts and shortcuts to facilitate and efficiently document social risk-informed care plan adjustments. DISCUSSION AND CONCLUSION: CDS tools were designed to support CHC providers and staff to more consistently tailor care based on information about patients social context and thereby enhance patients ability to adhere to care plans. While such adjustments occur on an ad hoc basis in many care settings, these are among the first tools designed both to systematize and document these activities.
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- 2023
16. Implementation Support for a Social Risk Screening and Referral Process in Community Health Centers.
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Gold, Rachel, Kaufmann, Jorge, Cottrell, Erika K, Bunce, Arwen, Sheppler, Christina R, Hoopes, Megan, Krancari, Molly, Gottlieb, Laura M, Bowen, Meg, Bava, Julianne, Mossman, Ned, Yosuf, Nadia, and Marino, Miguel
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Health Services and Systems ,Public Health ,Health Sciences ,Behavioral and Social Science ,Clinical Research ,Clinical Trials and Supportive Activities ,Health Services ,Prevention ,Diabetes ,Good Health and Well Being - Abstract
Evidence is needed about how to effectively support health care providers in implementing screening for social risks (adverse social determinants of health) and providing related referrals meant to address identified social risks. This need is greatest in underresourced care settings. The authors tested whether an implementation support intervention (6 months of technical assistance and coaching study clinics through a five-step implementation process) improved adoption of social risk activities in community health centers (CHCs). Thirty-one CHC clinics were block-randomized to six wedges that occurred sequentially. Over the 45-month study period from March 2018 to December 2021, data were collected for 6 or more months preintervention, the 6-month intervention period, and 6 or more months postintervention. The authors calculated clinic-level monthly rates of social risk screening results that were entered at in-person encounters and rates of social risk-related referrals. Secondary analyses measured impacts on diabetes-related outcomes. Intervention impact was assessed by comparing clinic performance based on whether they had versus had not yet received the intervention in the preintervention period compared with the intervention and postintervention periods. In assessing the results, the authors note that five clinics withdrew from the study for various bandwidth-related reasons. Of the remaining 26, a total of 19 fully or partially completed all 5 implementation steps, and 7 fully or partially completed at least the first 3 steps. Social risk screening was 2.45 times (95% confidence interval [CI], 1.32-4.39) higher during the intervention period compared with the preintervention period; this impact was not sustained postintervention (rate ratio, 2.16; 95% CI, 0.64-7.27). No significant difference was seen in social risk referral rates during the intervention or postintervention periods. The intervention was associated with greater blood pressure control among patients with diabetes and lower rates of diabetes biomarker screening postintervention. All results must be interpreted considering that the Covid-19 pandemic began midway through the trial, which affected care delivery generally and patients at CHCs particularly. Finally, the study results show that adaptive implementation support was effective at temporarily increasing social risk screening. It is possible that the intervention did not adequately address barriers to sustained implementation or that 6 months was not long enough to cement this change. Underresourced clinics may struggle to participate in support activities over longer periods without adequate resources, even if lengthier support is needed. As policies start requiring documentation of social risk activities, safety-net clinics may be unable to meet these requirements without adequate financial and coaching/technical support.
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- 2023
17. Patient-Reported Social Risks and Clinician Decision Making: Results of a Clinician Survey in Primary Care Community Health Centers
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Bunce, Arwen, Donovan, Jenna, Hoopes, Megan, Gottlieb, Laura M, Krancari, Molly, and Gold, Rachel
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Health Services and Systems ,Health Sciences ,Networking and Information Technology R&D (NITRD) ,Clinical Research ,Basic Behavioral and Social Science ,Health Services ,Behavioral and Social Science ,Patient Safety ,Management of diseases and conditions ,7.3 Management and decision making ,Good Health and Well Being ,Humans ,Male ,Surveys and Questionnaires ,Community Health Centers ,Electronic Health Records ,Social Determinants of Health ,Primary Health Care ,Patient Reported Outcome Measures ,Decision Making ,card study ,electronic health record ,social determinants of health ,social risk factors ,surveys and questionaires ,Medical and Health Sciences ,Studies in Human Society ,General & Internal Medicine ,Biomedical and clinical sciences ,Health sciences ,Human society - Abstract
PurposeTo assess the extent that patients' social determinants of health (SDOH) influence safety-net primary care clinicians' decisions at the point of care; examine how that information comes to the clinician's attention; and analyze clinician, patient, and encounter characteristics associated with the use of SDOH data in clinical decision making.MethodsThirty-eight clinicians working in 21 clinics were prompted to complete 2 short card surveys embedded in the electronic health record (EHR) daily for 3 weeks. Survey data were matched with clinician-, encounter-, and patient-level variables from the EHR. Descriptive statistics and generalized estimating equation models were used to assess relationships between the variables and the clinician reported use of SDOH data to inform care.ResultsSocial determinants of health were reported to influence care in 35% of surveyed encounters. The most common sources of information on patients' SDOH were conversations with patients (76%), prior knowledge (64%), and the EHR (46%). Social determinants of health were significantly more likely to influence care among male and non-English-speaking patients, and those with discrete SDOH screening data documented in the EHR.ConclusionsElectronic health records present an opportunity to support clinicians integrating information about patients' social and economic circumstances into care planning. Study findings suggest that SDOH information from standardized screening documented in the EHR, combined with patient-clinician conversations, may enable social risk-adjusted care. Electronic health record tools and clinic workflows could be used to support both documentation and conversations. Study results also identified factors that may cue clinicians to include SDOH information in point-of-care decision-making. Future research should explore this topic further.
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- 2023
18. Household Social Needs, Emotional Functioning, and Stress in Low-Income Latinx Children and their Mothers.
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Keeton, Victoria F, Bell, Janice F, Drake, Christiana, Fernandez Y Garcia, Erik O, Pantell, Matthew, Hessler, Danielle, Wing, Holly, Silveira, Patricia P, O'Donnell, Kieran J, de Mendonça Filho, Euclides José, Meaney, Michael J, and Gottlieb, Laura M
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Child emotional health ,Latinx ,hair cortisol ,maternal stress ,social needs ,Clinical Research ,Prevention ,Mental Health ,Pediatric ,Mind and Body ,Behavioral and Social Science ,Rare Diseases ,Basic Behavioral and Social Science ,Reproductive health and childbirth ,Good Health and Well Being ,Maternal stress ,Social needs ,Hair cortisol ,Public Health and Health Services ,Psychology ,Linguistics ,Family Studies - Abstract
Latinx families may be particularly vulnerable to emotional dysfunction, due to higher rates of economic hardship and complex social influences in this population. Little is known about the impact of environmental stressors such as unmet social needs and maternal stress on the emotional health of Latinx children from low-income families. We conducted secondary analyses using survey and biomarker data from 432 Latinx children and mothers collected in a separate study. We used binomial and multinomial logistic regression to test if household social needs, or maternal perceived stress or hair cortisol concentration (HCC), predicted child measures of emotional functioning or child HCC, independent of relevant sociodemographic factors. Approximately 40% of children in the sample had symptoms consistent with emotional dysfunction, and over 37% of households reported five or more social needs. High perceived maternal stress predicted higher odds of child emotional dysfunction (OR = 2.15; 95% CI [1.14, 4.04]; p = 0.01), and high maternal HCC was positively associated with high child HCC (OR = 10.60; 95% CI [4.20, 26.74]; p < 0.01). Most individual household social needs, as well as the level of household social need, were not independently associated with child emotional dysfunction or child HCC. Our findings begin to define a framework for understanding emotional health, stress, and resilience when caring for Latinx children and mothers living with high levels of social need, and the need for integrated mental health and social needs screening and interventions in settings that serve this population.
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- 2023
19. Characterizing the relative frequency of clinician engagement with structured social determinants of health data.
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Iott, Bradley, Adler-Milstein, Julia, Gottlieb, Laura, and Pantell, Matthew
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documentation ,electronic health records ,engagement ,readmissions ,review ,social determinants of health ,Humans ,Social Determinants of Health ,Patient Readmission ,Motivation ,Electronic Health Records ,Patient Acceptance of Health Care - Abstract
OBJECTIVE: Electronic health records (EHRs) are increasingly used to capture social determinants of health (SDH) data, though there are few published studies of clinicians engagement with captured data and whether engagement influences health and healthcare utilization. We compared the relative frequency of clinician engagement with discrete SDH data to the frequency of engagement with other common types of medical history information using data from inpatient hospitalizations. MATERIALS AND METHODS: We created measures of data engagement capturing instances of data documentation (data added/updated) or review (review of data that were previously documented) during a hospitalization. We applied these measures to four domains of EHR data, (medical, family, behavioral, and SDH) and explored associations between data engagement and hospital readmission risk. RESULTS: SDH data engagement was associated with lower readmission risk. Yet, there were lower levels of SDH data engagement (8.37% of hospitalizations) than medical (12.48%), behavioral (17.77%), and family (14.42%) history data engagement. In hospitalizations where data were available from prior hospitalizations/outpatient encounters, a larger proportion of hospitalizations had SDH data engagement than other domains (72.60%). DISCUSSION: The goal of SDH data collection is to drive interventions to reduce social risk. Data on when and how clinical teams engage with SDH data should be used to inform informatics initiatives to address health and healthcare disparities. CONCLUSION: Overall levels of SDH data engagement were lower than those of common medical, behavioral, and family history data, suggesting opportunities to enhance clinician SDH data engagement to support social services referrals and quality measurement efforts.
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- 2023
20. Screening for Financial Hardship: Comparing Patient Survey Responses Using Two Different Screening Tools
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De Marchis, Emilia H., Fleegler, Eric W., Cohen, Alicia J., Tung, Elizabeth L., Clark, Cheryl R., Ommerborn, Mark J., Lindau, Stacy Tessler, Pantell, Matt, Hessler, Danielle, and Gottlieb, Laura M.
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- 2024
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21. Racial Health Equity and Social Needs Interventions
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Cené, Crystal W, Viswanathan, Meera, Fichtenberg, Caroline M, Sathe, Nila A, Kennedy, Sara M, Gottlieb, Laura M, Cartier, Yuri, and Peek, Monica E
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Public Health ,Health Sciences ,Behavioral and Social Science ,Prevention ,Clinical Research ,Good Health and Well Being ,Humans ,Health Equity ,Ethnicity ,Racism ,Racial Groups ,Health Inequities ,Biomedical and clinical sciences ,Health sciences - Abstract
ImportanceSocial needs interventions aim to improve health outcomes and mitigate inequities by addressing health-related social needs, such as lack of transportation or food insecurity. However, it is not clear whether these studies are reducing racial or ethnic inequities.ObjectiveTo understand how studies of interventions addressing social needs among multiracial or multiethnic populations conceptualize and analyze differential intervention outcomes by race or ethnicity.Evidence reviewSources included a scoping review of systematic searches of PubMed and the Cochrane Library from January 1, 1995, through November 29, 2021, expert suggestions, and hand searches of key citations. Eligible studies evaluated interventions addressing social needs; reported behavioral, health, or utilization outcomes or harms; and were conducted in multiracial or multiethnic populations. Two reviewers independently assessed titles, abstracts, and full text for inclusion. The team developed a framework to assess whether the study was "conceptually thoughtful" for understanding root causes of racial health inequities (ie, noted that race or ethnicity are markers of exposure to racism) and whether analyses were "analytically informative" for advancing racial health equity research (ie, examined differential intervention impacts by race or ethnicity).FindingsOf 152 studies conducted in multiracial or multiethnic populations, 44 studies included race or ethnicity in their analyses; of these, only 4 (9%) were conceptually thoughtful. Twenty-one studies (14%) were analytically informative. Seven of 21 analytically informative studies reported differences in outcomes by race or ethnicity, whereas 14 found no differences. Among the 7 that found differential outcomes, 4 found the interventions were associated with improved outcomes for minoritized racial or ethnic populations or reduced inequities between minoritized and White populations. No studies were powered to detect differences.Conclusions and relevanceIn this review of a scoping review, studies of social needs interventions in multiracial or multiethnic populations were rarely conceptually thoughtful for understanding root causes of racial health inequities and infrequently conducted informative analyses on intervention effectiveness by race or ethnicity. Future work should use a theoretically sound conceptualization of how race (as a proxy for racism) affects social drivers of health and use this understanding to ensure social needs interventions benefit minoritized racial and ethnic groups facing social and structural barriers to health.
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- 2023
22. Implementation and Impacts of California Senate Bill 1152 on Homeless Discharge Protocols
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Aridomi, Haruna, Cartier, Yuri, Taira, Breena, Kim, Hyung Henry, Yadav, Kabir, and Gottlieb, Laura
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SB1152 ,Health Policy ,Homelessness ,Hospital Discharge Processes - Abstract
Introduction: In recent decades, there has been a growing focus on addressing social needs in healthcare settings. California has been at the forefront of making state-level investments to improve care for patients with complex social and medical needs, including patients experiencing homelessness (PEH). Examples include Medicaid 1115 waivers such as the Whole Person Care pilot program and California Advancing and Innovating Medi-Cal (CalAIM). To date, California is also the only state to have passed a legislative mandate to address concerns related to the hospital discharge of PEH who lack sufficient resources to support self-care. To this end, California enacted Senate Bill 1152 (SB 1152), a unique legislative mandate that requires hospitals to standardize comprehensive discharge processes for PEH by providing (and documenting the provision of) social and preventive services. Understanding the implementation and impact of this law will help inform California and other states considering legislative investments in healthcare activities to improve care for PEH.Methods: To understand health system stakeholders’ perceived impact of SB 1152 on hospital discharge processes and key barriers and facilitators to SB 1152’s implementation, we conducted 32 semi-structured interviews with key informants across 16 general acute care hospitals in Humboldt and Los Angeles counties. Study data were coded and analyzed using thematic analysis informed by the Consolidated Framework for Implementation Research.Results: Participants perceived several positive impacts of SB 1152, including streamlined services, increased accountability, and more staff awareness about homelessness. In parallel, participants also underscored concerns about the law’s limited scope and highlighted multiple implementation challenges, including lack of clarity about accountability measures, scarcity of implementation supports, and gaps in community resources.Conclusion: Our findings suggest that SB 1152 was an important step toward the goal of more universal safe discharge of PEH. However, there are also several addressable concerns. Recommendations to improve future legislation include adding targeted funding for social care staff and improving implementation training. Participants’ broader concerns about the parallel need to increase community resources are more challenging to address in the immediate term, but such changes will also be necessary to improve the overall health outcomes of PEH.
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- 2023
23. Stakeholder perspectives on social screening in US healthcare settings
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Aceves, Benjamín, De Marchis, Emilia, Loomba, Vishalli, Brown, Erika M, and Gottlieb, Laura M
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Health Services and Systems ,Health Sciences ,Health Services ,Clinical Research ,Prevention ,Generic health relevance ,Good Health and Well Being ,Humans ,Delivery of Health Care ,Health Personnel ,Focus Groups ,Social care ,Screening ,Health services research ,Qualitative research ,Health equity ,Library and Information Studies ,Nursing ,Public Health and Health Services ,Health Policy & Services ,Health services and systems ,Public health - Abstract
BackgroundEvidence on the health impacts of social conditions has led US healthcare systems to consider identifying and addressing social adversity-e.g. food, housing, and transportation insecurity-in care delivery settings. Social screening is one strategy being used to gather patient information about social circumstances at the point of care. While several recent studies describe the rapid proliferation of social screening activities, little work has explored either why or how to implement social screening in clinical settings. Our study objectives were to assess diverse healthcare stakeholder perspectives on both the rationale for social screening and evidence needed to inform practice and policy-relevant implementation decisions.MethodsWe convened five focus groups with US experts representing different stakeholder groups: patient advocates, community-based organizations, healthcare professionals, payers, and policymakers. In total, 39 experts participated in approximately 90-minute long focus groups conducted between January-March 2021. A inductive thematic analysis approach was used to analyze discussions.ResultsThree themes emerged from focus groups, each reflecting the tension between the national enthusiasm for screening and existing evidence on the effectiveness and implementation of screening in clinical settings: (1) ambiguity about the rationale for social screening; (2) concerns about the relavence of screening tools and approaches, particularly for historically marginalized populations; (3) lack of clarity around the resources needed for implementation and scaling.ConclusionWhile participants across groups described potential benefits of social screening, they also highlighted knowledge gaps that interfered with realizing these benefits. Efforts to minimize and ideally resolve these knowledge gaps will advance future social screening practice and policy.
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- 2023
24. Perceived appropriateness of assessing for health-related socioeconomic risks among adult patients with cancer
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Vu, Milkie, Boyd, Kelly, De Marchis, Emilia H, Garnache, Bridgette G, Gottlieb, Laura M, Gross, Cary P, Lee, Nita K, Lindau, Stacy Tessler, Mun, Sophia, Winslow, Victoria A, and Makelarski, Jennifer A
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Health Services and Systems ,Nursing ,Health Sciences ,Health Services ,Clinical Research ,Cancer ,Prevention ,Zero Hunger ,United States ,Humans ,Adult ,Female ,Male ,Mass Screening ,Neoplasms ,Delivery of Health Care ,Housing ,Socioeconomic Factors - Abstract
Cancer treatment can trigger or exacerbate health-related socioeconomic risks (HRSR; food/housing insecurity, transportation/utilities difficulties, and interpersonal violence). The American Cancer Society and National Cancer Institute recommend HRSR screening and referral, but little research has examined the perceptions of patients with cancer on the appropriateness of HRSR screening in healthcare settings. We examined whether HRSR status, desire for assistance with HRSRs, and sociodemographic and health care-related factors were associated with perceived appropriateness of HRSR screening in health care settings and comfort with HRSR documentation in electronic health records (EHR). A convenience sample of adult patients with cancer at two outpatient clinics completed self-administered surveys. We used χ 2 and Fisher exact tests to test for significant associations. The sample included 154 patients (72% female, 90% ages 45 years or older). Thirty-six percent reported ≥1 HRSRs and 27% desired assistance with HRSRs. Overall, 80% thought it was appropriate to assess for HRSRs in health care settings. The distributions of HRSR status and sociodemographic characteristics were similar among people who perceived screening to be appropriate and those who did not. Participants who perceived screening as appropriate were three times as likely to report prior experience with HRSR screening (31% vs. 10%, P = 0.01). Moreover, 60% felt comfortable having HRSRs documented in the EHR. Comfort with EHR documentation of HRSRs was significantly higher among patients desiring assistance with HRSRs (78%) compared with those who did not (53%, P < 0.01). While initiatives for HRSR screening are likely to be seen by patients with cancer as appropriate, concerns may remain over electronic documentation of HRSRs.SignificanceNational organizations recommend addressing HRSRs such as food/housing insecurity, transportation/utilities difficulties, and interpersonal violence among patients with cancer. In our study, most patients with cancer perceived screening for HRSRs in clinical settings as appropriate. Meanwhile, concerns may remain over the documentation of HRSRs in EHRs.
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- 2023
25. Unmet Social Needs and Patterns of Hair Cortisol Concentration in Mother-Child Dyads.
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Keeton, Victoria F, Bidwell, Julie T, de Mendonça Filho, Euclides José, Silveira, Patricia P, Hessler, Danielle, Pantell, Matthew S, Wing, Holly, Brown, Erika M, Iott, Bradley, and Gottlieb, Laura M
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hair cortisol ,mother–child dyad ,physiologic stress ,synchrony ,unmet social needs ,Clinical Research ,Basic Behavioral and Social Science ,Pediatric ,Behavioral and Social Science ,Good Health and Well Being - Abstract
BackgroundMothers and their children demonstrate dyadic synchrony of hypothalamic-pituitary-adrenal (HPA) axis function, likely influenced by shared genetic or environmental factors. Although evidence has shown that chronic stress exposure has physiologic consequences for individuals-including on the HPA axis-minimal research has explored how unmet social needs such as food and housing instability may be associated with chronic stress and HPA axis synchrony in mother-child dyads.MethodsWe conducted a secondary analysis of data from 364 mother-child dyads with low-income recruited during a randomized trial conducted in an urban pediatric clinic. We used latent profile analysis (LPA) to identify subgroups based on naturally occurring patterns of within-dyad hair cortisol concentration (HCC). A logistic regression model predicted dyadic HCC profile membership as a function of summative count of survey-reported unmet social needs, controlling for demographic and health covariates.ResultsLPA of HCC data from dyads revealed a 2-profile model as the best fit. Comparisons of log HCC for mothers and children in each profile group resulted in significantly "higher dyadic HCC" versus "lower dyadic HCC" profiles (median log HCC for mothers: 4.64 vs 1.58; children: 5.92 vs 2.79, respectively; P
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- 2023
26. Housing Insecurity Among Patients With Cancer
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Fan, Qinjin, Keene, Danya E, Banegas, Matthew P, Gehlert, Sarah, Gottlieb, Laura M, Yabroff, K Robin, and Pollack, Craig E
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Behavioral and Social Science ,Basic Behavioral and Social Science ,Clinical Research ,Prevention ,Cancer ,Health Services ,Zero Hunger ,Good Health and Well Being ,United States ,Humans ,Food Supply ,Housing ,Ethnicity ,Neoplasms ,Oncology and Carcinogenesis ,Oncology & Carcinogenesis - Abstract
Social determinants of health are the economic and environmental conditions under which people are born, live, work, and age that affect health. These structural factors underlie many of the long-standing inequities in cancer care and outcomes that vary by geography, socioeconomic status, and race and ethnicity in the United States. Housing insecurity, including lack of safe, affordable, and stable housing, is a key social determinant of health that can influence-and be influenced by-cancer care across the continuum, from prevention to screening, diagnosis, treatment, and survivorship. During 2021, the National Cancer Policy Forum of the National Academies of Science, Engineering, and Medicine sponsored a series of webinars addressing social determinants of health, including food, housing, and transportation insecurity, and their associations with cancer care and patient outcomes. This dissemination commentary summarizes the formal presentations and panel discussions from the webinar devoted to housing insecurity. It provides an overview of housing insecurity and health care across the cancer control continuum, describes health system interventions to minimize the impact of housing insecurity on patients with cancer, and identifies challenges and opportunities for addressing housing insecurity and improving health equity. Systematically identifying and addressing housing insecurity to ensure equitable access to cancer care and reduce health disparities will require ongoing investment at the practice, systems, and broader policy levels.
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- 2022
27. Physician awareness of social determinants of health documentation capability in the electronic health record.
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Iott, Bradley, Pantell, Matthew, Adler-Milstein, Julia, and Gottlieb, Laura
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awareness ,documentation ,electronic health records ,social determinants of health ,Humans ,Electronic Health Records ,Social Determinants of Health ,Documentation ,Physicians ,Community Health Centers - Abstract
Healthcare organizations are increasing social determinants of health (SDH) screening and documentation in the electronic health record (EHR). Physicians may use SDH data for medical decision-making and to provide referrals to social care resources. Physicians must be aware of these data to use them, however, and little is known about physicians awareness of EHR-based SDH documentation or documentation capabilities. We therefore leveraged national physician survey data to measure level of awareness and variation by physician, practice, and EHR characteristics to inform practice- and policy-based efforts to drive medical-social care integration. We identify higher levels of social needs documentation awareness among physicians practicing in community health centers, those participating in payment models with social care initiatives, and those aware of other advanced EHR functionalities. Findings indicate that there are opportunities to improve physician education and training around new EHR-based SDH functionalities.
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- 2022
28. Adjusting for Patient Economic/Access Issues in a Hypertension Quality Measure
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Donovan, Jenna, Cottrell, Erika K, Hoopes, Megan, Razon, Na'amah, Gold, Rachel, Pisciotta, Maura, and Gottlieb, Laura M
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Health Services and Systems ,Health Sciences ,Clinical Research ,Health Services ,Hypertension ,Cardiovascular ,Good Health and Well Being ,Humans ,United States ,Quality Indicators ,Health Care ,Community Health Centers ,Quality of Health Care ,Electronic Health Records ,Medical and Health Sciences ,Education ,Public Health ,Biomedical and clinical sciences ,Health sciences - Abstract
IntroductionThe American Heart Association and American College of Cardiology have proposed adjusting hypertension-related care quality measures by excluding patients with economic/access issues from the denominator of rate calculations. No research to date has explored the methods to operationalize this recommendation or how to measure economic/access issues. This study applied and compared different approaches to populating these denominator exceptions.MethodsElectronic health record data from 2019 were used in 2021 to calculate hypertension control rates in 84 community health centers. A total of 10 different indicators of patient economic/access barriers to care were used as denominator exclusions to calculate and then compare adjusted quality measure performance. Data came from a nonprofit health center‒controlled network that hosts a shared electronic health record for community health centers located in 22 states.ResultsA total of 5 of 10 measures yielded an increase in adjusted hypertension control rates in ≥50% of clinics (average rate increases of 0.7-3.71 percentage points). A total of 3 of 10 measures yielded a decrease in adjusted hypertension control rates in >50% of clinics (average rate decreases of 1.33-13.82 percentage points). A total of 5 measures resulted in excluding >50% of the clinic's patient population from quality measure assessments.ConclusionsChanges in clinic-level hypertension control rates after adjustment differed depending on the measure of economic/access issue. Regardless of the exclusion method, changes between baseline and adjusted rates were small. Removing community health center patients experiencing economic/access barriers from a hypertension control quality measure resulted in excluding a large proportion of patients, raising concerns about whether this calculation can be a meaningful measure of clinical performance.
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- 2022
29. Health care systems, social adversity, and precision medicine
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Cadet, Tamara J., primary, Gold, Rachel, additional, and Gottlieb, Laura M., additional
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- 2024
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30. Social Care Recommendations in National Diabetes Treatment Guidelines.
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Aceves, Benjamin, Gunn, Rose, Pisciotta, Maura, Razon, Na'amah, Cottrell, Erika, Hessler, Danielle, Gold, Rachel, and Gottlieb, Laura M
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Humans ,Diabetes Mellitus ,Type 2 ,Social Support ,Adult ,Referral and Consultation ,Delivery of Health Care ,Diabetes ,Health disparities ,Social care ,Treatment guidelines ,Clinical Research ,Health Services ,Behavioral and Social Science ,Management of diseases and conditions ,7.1 Individual care needs ,8.1 Organisation and delivery of services ,Health and social care services research ,Generic health relevance ,Metabolic and endocrine ,Clinical Sciences ,Nutrition and Dietetics ,Public Health and Health Services ,Endocrinology & Metabolism - Abstract
Purpose of reviewAn expanding body of research documents associations between socioeconomic circumstances and health outcomes, which has led health care institutions to invest in new activities to identify and address patients' social circumstances in the context of care delivery. Despite growing national investment in these "social care" initiatives, the extent to which social care activities are routinely incorporated into care for patients with type II diabetes mellitus (T2D), specifically, is unknown. We conducted a scoping review of existing T2D treatment and management guidelines to explore whether and how these guidelines incorporate recommendations that reflect social care practice categories.Recent findingsWe applied search terms to locate all T2D treatment and management guidelines for adults published in the US from 1977 to 2021. The search captured 158 national guidelines. We subsequently applied the National Academies of Science, Engineering, and Medicine framework to search each guideline for recommendations related to five social care activities: Awareness, Adjustment, Assistance, Advocacy, and Alignment. The majority of guidelines (122; 77%) did not recommend any social care activities. The remainder (36; 23%) referred to one or more social care activities. In the guidelines that referred to at least one type of social care activity, adjustments to medical treatment based on social risk were most common [34/36 (94%)]. Recommended adjustments included decreasing medication costs to accommodate financial strain, changing literacy level or language of handouts, and providing virtual visits to accommodate transportation insecurity. Ensuring that practice guidelines more consistently reflect social care best practices may improve outcomes for patients living with T2D.
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- 2022
31. Cross-Sectional Associations: Social Risks and Diabetes Care Quality, Outcomes
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Gold, Rachel, Kaufmann, Jorge, Gottlieb, Laura M, Weiner, Saul J, Hoopes, Megan, Gemelas, Jordan C, Torres, Cristina Huebner, Cottrell, Erika K, Hessler, Danielle, Marino, Miguel, Sheppler, Christina R, and Berkowitz, Seth A
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Health Services and Systems ,Public Health ,Health Sciences ,Prevention ,Diabetes ,Nutrition ,Clinical Trials and Supportive Activities ,Clinical Research ,Health Services ,Cardiovascular ,Metabolic and endocrine ,Zero Hunger ,Adolescent ,Adult ,Cross-Sectional Studies ,Diabetes Mellitus ,Type 2 ,Glycated Hemoglobin ,Humans ,Hydroxymethylglutaryl-CoA Reductase Inhibitors ,Lipoproteins ,LDL ,Medical and Health Sciences ,Education ,Biomedical and clinical sciences ,Health sciences - Abstract
IntroductionSocial risks (e.g., food/transportation insecurity) can hamper type 2 diabetes mellitus (T2DM) self-management, leading to poor outcomes. To determine the extent to which high-quality care can overcome social risks' health impacts, this study assessed the associations between reported social risks, receipt of guideline-based T2DM care, and T2DM outcomes when care is up to date among community health center patients.MethodsA cross-sectional study of adults aged ≥18 years (N=73,484) seen at 186 community health centers, with T2DM and ≥1 year of observation between July 2016 and February 2020. Measures of T2DM care included up-to-date HbA1c, microalbuminuria, low-density lipoprotein screening, and foot examination, and active statin prescription when indicated. Measures of T2DM outcomes among patients with up-to-date care included blood pressure, HbA1c, and low-density lipoprotein control on or within 6‒12 months of an index encounter. Analyses were conducted in 2021.ResultsIndividuals reporting transportation or housing insecurity were less likely to have up-to-date low-density lipoprotein screening; no other associations were seen between social risks and clinical care quality. Among individuals with up-to-date care, food insecurity was associated with lower adjusted rates of controlled HbA1c (79% vs 75%, p
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- 2022
32. A Missed Opportunity? How Health Care Organizations Engage Primary Care Clinicians in Formal Social Care Efforts
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Fraze, Taressa K, Beidler, Laura B, and Gottlieb, Laura M
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Health Services and Systems ,Health Sciences ,Clinical Research ,Health Services ,Prevention ,Good Health and Well Being ,Delivery of Health Care ,Humans ,Primary Health Care ,Social Support ,social care ,social determinants of health ,primary care ,clinicians ,workforce ,Nursing ,Public Health and Health Services ,Health services and systems ,Public health - Abstract
Health care organizations increasingly recognize the impact of social needs on health outcomes. As organizations develop and scale efforts to address social needs, little is known about the optimal role for clinicians in providing social care. In this study, the authors aimed to understand how health care organizations involve clinicians in formal social care efforts. In 2019, the authors conducted 33 semi-structured interviews with administrators at 29 health care organizations. Interviews focused on the development and implementation of formal social care programs within the health care organization and the role of clinicians within those programs. A few administrators described formal roles for primary care clinicians in organizational efforts to deliver social care. Administrators frequently described programs that were deliberately structured to shield clinicians (eg, clinicians were not expected to review social risk screening results or be involved in addressing social needs). The authors identified 4 ways that administrators felt clinicians could meaningfully engage in social care programs: (1) discuss social risks to strengthen relationships with patients; (2) adjust clinical care follow-up plans based on social risks; (3) modify prescriptions based on social risks; and (4) refer patients to other care team members who can directly assist with social risks. Administrators were hesitant to increase primary care clinicians' responsibilities by tasking them with social care activities. Defining appropriate and scalable roles for clinicians along with adequate support from other care team members may increase the effectiveness of social care programs.
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- 2022
33. Financing Approaches to Social Prescribing Programs in England and the United States
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SANDHU, SAHIL, ALDERWICK, HUGH, and GOTTLIEB, LAURA M
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Health Services and Systems ,Health Sciences ,Clinical Research ,Behavioral and Social Science ,Health and social care services research ,8.1 Organisation and delivery of services ,Good Health and Well Being ,Delivery of Health Care ,England ,Humans ,Social Welfare ,United States ,Public Health and Health Services ,Demography ,Health Policy & Services ,Health services and systems ,Public health - Abstract
Policy Points The number of social prescribing practices, which aim to link patients with nonmedical services and supports to address patients' social needs, is increasing in both England and the United States. Traditional health care financing mechanisms were not designed to support social prescribing practices, and flexible payment approaches may not support their widespread adoption. Policymakers in both countries are shifting toward developing explicit financing streams for social prescribing programs. Consequently, we need an evaluation of them to assess their success in supporting both the acceptance of these programs and their impacts. Investment in community-based organizations and wider public services will likely be crucial to both the long-term effectiveness and the sustainability of social prescribing.
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- 2022
34. Heterogeneous treatment effects in social policy studies: An assessment of contemporary articles in the health and social sciences.
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Cintron, Dakota W, Adler, Nancy E, Gottlieb, Laura M, Hagan, Erin, Tan, May Lynn, Vlahov, David, Glymour, Madellena Maria, and Matthay, Ellicott C
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Humans ,Social Sciences ,Public Policy ,Health Policy ,Social Determinants of Health ,Health Equity ,Effect modification ,Health equity ,Heterogeneous treatment effects ,Social policy ,Subgroup analysis ,Quality Education ,Medical and Health Sciences ,Epidemiology - Abstract
PurposeSocial policies are important determinants of population health but may have varying effects on subgroups of people. Evaluating heterogeneous treatment effects (HTEs) of social policies is critical to determine how social policies will affect health inequities. Methods for evaluating HTEs are not standardized. Little is known about how often and by what methods HTEs are assessed in social policy and health research.MethodsA sample of 55 articles from 2019 on the health effects of social policies were evaluated for frequency of reporting HTEs; for what subgroupings HTEs were reported; frequency of a priori specification of intent to assess HTEs; and methods used for assessing HTEs.ResultsA total of 24 (44%) studies described some form of HTE assessment, including by age, gender, education, race/ethnicity, and/or geography. Among studies assessing HTEs, 63% specified HTE assessment a priori, and most (71%) used descriptive methods such as stratification; 21% used statistical tests (e.g., interaction terms in a regression); and no studies used data-driven algorithms.ConclusionsAlthough understanding HTEs could enhance policy and practice-based efforts to reduce inequities, it is not routine research practice. Increased evaluation of HTEs across relevant subgroups is needed.
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- 2022
35. "Beyond Just a Supplement": Administrators' Visions for the Future of Virtual Primary Care Services.
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Fraze, Taressa K, Beidler, Laura B, De Marchis, Emilia H, Gottlieb, Laura M, and Potter, Michael B
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Humans ,Administrative Personnel ,Primary Health Care ,Delivery of Health Care ,Pandemics ,COVID-19 ,Health Policy ,Telemedicine ,Health Services ,Clinical Research ,7.1 Individual care needs ,Health and social care services research ,Management of diseases and conditions ,8.1 Organisation and delivery of services ,Good Health and Well Being ,Public Health and Health Services ,General & Internal Medicine - Abstract
PurposeThe COVID-19 pandemic resulted in unprecedented adoption and implementation of virtual primary care services, and little is known about whether and how virtual care services will be provided after the pandemic ends. We aim to identify how administrators at health care organizations perceive the future of virtual primary care services.MethodsIn March-April of 2021, we conducted semistructured qualitative phone interviews with administrators at 17 health care organizations that ranged from multi-state nonfederal delivery systems to single-site primary care practices. Organizations differed in size, structure, ownership, and geography. We explore how health care administrators anticipate their organization will offer virtual primary care services after the COVID-19 pandemic subsides.ResultsAll interviewed administrators expected virtual primary care services to persist after the pandemic. We categorize expected impact of future virtual services as limited (n = 4); targeted to a narrow set of clinical encounters (n = 5); and a major shift in primary care delivery (n = 8). The underlying motivation expressed by administrators for providing virtual care services was to remain financially stable and competitive. This motivation can be seen in the 3 main goals described for their anticipated use of virtual services: (1) optimizing medical services; (2) enhancing the patient experience; and (3) increasing loyalty among patients.ConclusionsHealth care organizations are considering how virtual primary care services can be used to improve patient outcomes, access to care, and convenience of care. To implement and sustain virtual primary care services, health care organizations will need long-term support from regulators and payers.
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- 2022
36. Why Add "Abolition" to the National Academies of Sciences, Engineering, and Medicine's Social Care Framework?
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Gottlieb, Laura M, Lindau, Stacy Tessler, and Peek, Monica E
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Health Services and Systems ,Health Sciences ,Human Society ,Behavioral and Social Science ,Patient Safety ,Generic health relevance ,Good Health and Well Being ,Humans ,Medicine ,Social Support ,United States - Abstract
Abundant evidence demonstrates that enduring, endemic racism plays an important role in determining patient health. This commentary reviews a patient case about disease self-management and subsequent health outcomes that are shaped by social and economic circumstances. We analyze the case using a framework for social care developed in 2019 by the National Academies of Sciences, Engineering, and Medicine (NASEM). We then propose that the NASEM framework be adapted by adding the category abolition, which could make the other social care practices transformative for historically marginalized populations.
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- 2022
37. Social Risk Factors and Desire for Assistance Among Patients Receiving Subsidized Health Care Insurance in a US-Based Integrated Delivery System
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Tuzzio, Leah, Wellman, Robert D, De Marchis, Emilia H, Gottlieb, Laura M, Walsh-Bailey, Callie, Jones, Salene MW, Nau, Claudia L, Steiner, John F, Banegas, Matthew P, Sharp, Adam L, Derus, Alphonse, and Lewis, Cara C
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Health Services and Systems ,Public Health ,Health Sciences ,Clinical Trials and Supportive Activities ,Prevention ,Clinical Research ,Behavioral and Social Science ,Good Health and Well Being ,Zero Hunger ,Delivery of Health Care ,Integrated ,Humans ,Insurance ,Health ,Mass Screening ,Risk Factors ,Surveys and Questionnaires ,delivery of health care ,health equity ,patient preferences ,risk factors ,social determinants of health ,Medical and Health Sciences ,Studies in Human Society ,General & Internal Medicine ,Biomedical and clinical sciences ,Health sciences ,Human society - Abstract
PurposeBecause social conditions such as food insecurity and housing instability shape health outcomes, health systems are increasingly screening for and addressing patients' social risks. This study documented the prevalence of social risks and examined the desire for assistance in addressing those risks in a US-based integrated delivery system.MethodsA survey was administered to Kaiser Permanente members on subsidized exchange health insurance plans (2018-2019). The survey included questions about 4 domains of social risks, desire for help, and attitudes. We conducted a descriptive analysis and estimated multivariate modified Poisson regression models.ResultsOf 438 participants, 212 (48%) reported at least 1 social risk factor. Housing instability was the most common (70%) factor reported. Members with social risks reported more discomfort being screened for social risks (14.2% vs 5.4%; P = .002) than those without risks, although 90% of participants believed that health systems should assist in addressing social risks. Among those with 1-2 social risks, however, only 27% desired assistance. Non-Hispanic Black participants who reported a social risk were more than twice as likely to desire assistance compared with non-Hispanic White participants (adjusted relative risk [RR] 2.2; 95% CI, 1.3-3.8).ConclusionsAthough most survey participants believed health systems have a role in addressing social risks, a minority of those reporting a risk wanted assistance and reported more discomfort being screened for risk factors than those without risks. Health systems should work to increase the comfort of patients in reporting risks, explore how to successfully assist them when desired, and offer resources to address these risks outside the health care sector.VISUAL ABSTRACT.
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- 2022
38. Health informatics interventions to minimize out-of-pocket medication costs for patients: what providers want
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Kiessling, Karalyn A, Iott, Bradley E, Pater, Jessica A, Toscos, Tammy R, Wagner, Shauna R, Gottlieb, Laura M, and Veinot, Tiffany C
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Health Services and Systems ,Health Sciences ,Clinical Research ,Health Services ,Health and social care services research ,7.1 Individual care needs ,8.1 Organisation and delivery of services ,Management of diseases and conditions ,Good Health and Well Being ,electronic prescribing ,drug costs ,information seeking behavior ,insurance ,health ,social determinants of health ,Health services and systems - Abstract
ObjectiveTo explore diverse provider perspectives on: strategies for addressing patient medication cost barriers; patient medication cost information gaps; current medication cost-related informatics tools; and design features for future tool development.Materials and methodsWe conducted 38 semistructured interviews with providers (physicians, nurses, pharmacists, social workers, and administrators) in a Midwestern health system in the United States. We used 3 rounds of qualitative coding to identify themes.ResultsProviders lacked access to information about: patients' ability to pay for medications; true costs of full medication regimens; and cost impacts of patient insurance changes. Some providers said that while existing cost-related tools were helpful, they contained unclear insurance information and several questioned the information's quality. Cost-related information was not available to everyone who needed it and was not always available when needed. Fragmentation of information across sources made cost-alleviation information difficult to access. Providers desired future tools to compare medication costs more directly; provide quick references on costs to facilitate clinical conversations; streamline medication resource referrals; and provide centrally accessible visual summaries of patient affordability challenges.DiscussionThese findings can inform the next generation of informatics tools for minimizing patients' out-of-pocket costs. Future tools should support the work of a wider range of providers and situations and use cases than current tools do. Such tools would have the potential to improve prescribing decisions and better link patients to resources.ConclusionResults identified opportunities to fill multidisciplinary providers' information gaps and ways in which new tools could better support medication affordability for patients.
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- 2022
39. Social risks and social needs in a health insurance exchange sample: a longitudinal evaluation of utilization
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Lewis, Cara C, Jones, Salene MW, Wellman, Robert, Sharp, Adam L, Gottlieb, Laura M, Banegas, Matthew P, De Marchis, Emilia, and Steiner, John F
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Health Services and Systems ,Health Sciences ,Mental Health ,Clinical Research ,Health Services ,Prevention ,Behavioral and Social Science ,Generic health relevance ,Good Health and Well Being ,Humans ,Health Insurance Exchanges ,Medical Assistance ,Critical Care ,Health Facilities ,Patient Acceptance of Health Care ,Social Risk ,Social Needs ,Health Care ,Utilization ,Longitudinal ,Library and Information Studies ,Nursing ,Public Health and Health Services ,Health Policy & Services ,Health services and systems ,Public health - Abstract
BackgroundHealth systems are increasingly attempting to intervene on social adversity as a strategy to improve health care outcomes. To inform health system efforts to screen for social adversity, we sought to explore the stability of social risk and interest in assistance over time and to evaluate whether the social risk was associated with subsequent healthcare utilization.MethodsWe surveyed Kaiser Permanente members receiving subsidies from the healthcare exchange in Southern California to assess their social risk and desire for assistance using the Accountable Health Communities instrument. A subset of initial respondents was randomized to be re-surveyed at either three or six months later.ResultsA total of 228 participants completed the survey at both time points. Social risks were moderate to strongly stable across three and six months (Kappa range = .59-.89); however, social adversity profiles that included participants' desire for assistance were more labile (3-month Kappa = .52; 95% CI = .41-.64 & 6-month Kappa = .48; 95% CI = .36-.6). Only housing-related social risks were associated with an increase in acute care (emergency, urgent care) six months after initial screening; no other associations between social risk and utilization were observed.ConclusionsThis study suggests that screening for social risk may be appropriate at intervals of six months, or perhaps longer, but that assessing desire for assistance may need to occur more frequently. Housing risks were associated with increases in acute care. Health systems may need to engage in screening and referral to resources to improve overall care and ultimately patient total health.
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- 2022
40. Racial/ethnic disparities in wait‐list outcomes are only partly explained by socioeconomic deprivation among children awaiting liver transplantation
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Wadhwani, Sharad I, Ge, Jin, Gottlieb, Laura, Lyles, Courtney, Beck, Andrew F, Bucuvalas, John, Neuhaus, John, Kotagal, Uma, and Lai, Jennifer C
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Biomedical and Clinical Sciences ,Clinical Sciences ,Immunology ,Basic Behavioral and Social Science ,Pediatric ,Behavioral and Social Science ,Organ Transplantation ,Clinical Research ,Digestive Diseases ,Transplantation ,Clinical Trials and Supportive Activities ,Liver Disease ,Good Health and Well Being ,Adolescent ,Child ,Cohort Studies ,End Stage Liver Disease ,Ethnic and Racial Minorities ,Health Status Disparities ,Humans ,Liver Transplantation ,Male ,Residence Characteristics ,Severity of Illness Index ,Socioeconomic Factors ,Waiting Lists ,Medical Biochemistry and Metabolomics ,Gastroenterology & Hepatology ,Clinical sciences - Abstract
Background and aimsRacial/ethnic minority children have worse liver transplant (LT) outcomes. We evaluated whether neighborhood socioeconomic deprivation affected associations between race/ethnicity and wait-list mortality.Approach and resultsWe included children (age
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- 2022
41. What to Do When Everything Happens at Once: Analytic Approaches to Estimate the Health Effects of Co-Occurring Social Policies
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Matthay, Ellicott C, Gottlieb, Laura M, Rehkopf, David, Tan, May Lynn, Vlahov, David, and Glymour, M Maria
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Basic Behavioral and Social Science ,Behavioral and Social Science ,8.3 Policy ,ethics ,and research governance ,Health and social care services research ,Generic health relevance ,Quality Education ,Health Policy ,Humans ,Public Policy ,epidemiologic methods ,policy analysis ,population health ,public policy ,research design ,social determinants ,Medical and Health Sciences ,Epidemiology - Abstract
Social policies have great potential to improve population health and reduce health disparities. Increasingly, those doing empirical research have sought to quantify the health effects of social policies by exploiting variation in the timing of policy changes across places. Multiple social policies are often adopted simultaneously or in close succession in the same locations, creating co-occurrence that must be handled analytically for valid inferences. Although this is a substantial methodological challenge for researchers aiming to isolate social policy effects, only in a limited number of studies have researchers systematically considered analytic solutions within a causal framework or assessed whether these solutions are being adopted. We designated 7 analytic solutions to policy co-occurrence, including efforts to disentangle individual policy effects and efforts to estimate the combined effects of co-occurring policies. We used an existing systematic review of social policies and health to evaluate how often policy co-occurrence is identified as a threat to validity and how often each analytic solution is applied in practice. Of the 55 studies, only in 17 (31%) did authors report checking for any co-occurring policies, although in 36 studies (67%), at least 1 approach was used that helps address policy co-occurrence. The most common approaches were adjusting for measures of co-occurring policies; defining the outcome on subpopulations likely to be affected by the policy of interest (but not other co-occurring policies); and selecting a less-correlated measure of policy exposure. As health research increasingly focuses on policy changes, we must systematically assess policy co-occurrence and apply analytic solutions to strengthen studies on the health effects of social policies.
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- 2021
42. How Hypertension Guidelines Address Social Determinants of Health: A Systematic Scoping Review.
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Razon, Na'amah, Hessler, Danielle, Bibbins-Domingo, Kirsten, and Gottlieb, Laura
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Humans ,Hypertension ,Guidelines as Topic ,Social Determinants of Health ,Behavioral and Social Science ,Health Services ,Clinical Research ,Cardiovascular ,Management of diseases and conditions ,7.3 Management and decision making ,Good Health and Well Being ,hypertension ,blood pressure ,social determinants of health ,guideline ,Public Health and Health Services ,Applied Economics ,Health Policy & Services - Abstract
BackgroundPatient-level and community-level social and economic conditions impact hypertension risk and control. We examined adult hypertension management guidelines to explore whether and how existing guidelines refer to social care activities.ObjectiveThe objective of this study was to explore how hypertension guidelines reference social care activities.Research designA systematic scoping review of clinical guidelines for adult hypertension management. We employed a PubMed search strategy to identify all hypertension guidelines published in the United States between 1977 and 2019. We reviewed all titles to identify the most updated versions focused on nonpregnant adults with hypertension. We extracted instances where guidelines referred to social determinants of health (SDH) or social care activities. The primary outcome was how guidelines covered social care activities, defined using a framework adapted from the National Academies of Sciences, Engineering, and Medicine (NASEM).ResultsSearch terms yielded 126 guidelines. Thirty-six guidelines met the inclusion criteria. Of those, 72% (26/36) recommended social care activities as part of hypertension management; 58% recommended clinicians change clinical practice based on social risk information. These recommendations often lacked specific guidance around how to directly address social risk factors or reduce the impact of these risks on hypertension management. When guidelines referred to specific social factors, patient financial security was the most common. Over time, hypertension guidelines have included more references to SDH.ConclusionInformation about SDH is included in many hypertension guidelines, but few guidelines provide clear guidance for clinicians or health systems on how to identify and address social risk factors in the context of care delivery.
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- 2021
43. Documentation and review of social determinants of health data in the EHR: measures and associated insights
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Wang, Michael, Pantell, Matthew S, Gottlieb, Laura M, and Adler-Milstein, Julia
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Patient Safety ,Good Health and Well Being ,Documentation ,Electronic Health Records ,Humans ,Social Determinants of Health ,Surveys and Questionnaires ,Workflow ,social informatics ,SDOH ,EHR ,Information and Computing Sciences ,Engineering ,Medical and Health Sciences ,Medical Informatics - Abstract
ObjectiveElectronic Health Records (EHRs) increasingly include designated fields to capture social determinants of health (SDOH). We developed measures to characterize their use, and use of other SDOH data types, to optimize SDOH data integration.Materials and methodsWe developed 3 measures that accommodate different EHR data types on an encounter or patient-year basis. We implemented these measures-documented during encounter (DDE) captures documentation occurring during the encounter; documented by discharge (DBD) includes DDE plus documentation occurring any time prior to admission; and reviewed during encounter (RDE) captures whether anyone reviewed documented data-for the newly available structured SDOH fields and 4 other comparator SDOH data types (problem list, inpatient nursing question, social history free text, and social work notes) on a hospital encounter basis (with patient-year metrics in the Supplementary Appendix). Our sample included all patients (n = 27 127) with at least one hospitalization at UCSF Health (a large, urban, tertiary medical center) over a 1-year period.ResultsWe observed substantial variation in the use of different SDOH EHR data types. Notably, social history question fields (newly added at study period start) were rarely used (DDE: 0.03% of encounters, DBD: 0.26%, RDE: 0.03%). Free-text patient social history fields had higher use (DDE: 12.1%, DBD: 49.0%, RDE: 14.4%).DiscussionOur measures of real-world SDOH data use can guide current efforts to capture and leverage these data. For our institution, measures revealed substantial variation across data types, suggesting the need to engage in efforts such as EHR-user education and targeted workflow integration.ConclusionMeasures revealed opportunities to optimize SDOH data documentation and review.
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- 2021
44. Addressing Social Adversity to Improve Outcomes for Children After Liver Transplant
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Wadhwani, Sharad I, Gottlieb, Laura, Bucuvalas, John C, Lyles, Courtney, and Lai, Jennifer C
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Biomedical and Clinical Sciences ,Clinical Sciences ,Immunology ,Chronic Liver Disease and Cirrhosis ,Mental Health ,Pediatric ,Behavioral and Social Science ,Clinical Research ,Transplantation ,Liver Disease ,Digestive Diseases ,Organ Transplantation ,2.3 Psychological ,social and economic factors ,Aetiology ,Oral and gastrointestinal ,Generic health relevance ,Good Health and Well Being ,Zero Hunger ,Biliary Atresia ,Child ,Health Services Needs and Demand ,Health Status Disparities ,Humans ,Liver Transplantation ,Residence Characteristics ,Risk Factors ,Social Determinants of Health ,Social Support ,Socioeconomic Factors ,Treatment Outcome ,Medical Biochemistry and Metabolomics ,Gastroenterology & Hepatology ,Clinical sciences - Abstract
The social determinants of health, defined as the conditions in which we live, learn, work, and play, undoubtedly impact health outcomes. Social adversity in childhood perpetuates over the life course and has consequences extending into adulthood. This link between social adversity and adverse outcomes extends to children undergoing liver transplant, with children from socioeconomically deprived neighborhoods experiencing a greater burden of morbidity and mortality after transplant. Yet, we lack an in-depth understanding of how to address social adversity for these children. Herein, we lay out a strategy to develop and test interventions to address social adversity for children undergoing liver transplant. To do so, we believe that more granular data on how specific social risk factors (e.g., food insecurity) impact outcomes for children after liver transplant are needed. This will provide the liver transplant community with knowledge on the most pressing problems. Then, using the National Academies of Sciences, Engineering, and Medicine's framework for integrating social needs into medical care, the health system can start to develop and test health system interventions. We believe that attending to our patients' social adversity will realize improved outcomes for children undergoing liver transplant.
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- 2021
45. Resource Brokering: Efforts to Assist Patients With Housing, Transportation, and Economic Needs in Primary Care Settings
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Fraze, Taressa K, Beidler, Laura B, Fichtenberg, Caroline, Brewster, Amanda L, and Gottlieb, Laura M
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Health Services and Systems ,Health Sciences ,Behavioral and Social Science ,Clinical Research ,Health Services ,Management of diseases and conditions ,8.1 Organisation and delivery of services ,7.1 Individual care needs ,7.3 Management and decision making ,Health and social care services research ,Housing ,Humans ,Primary Health Care ,Referral and Consultation ,Transportation ,case management ,primary care ,social determinants of health ,Medical and Health Sciences ,Studies in Human Society ,General & Internal Medicine ,Biomedical and clinical sciences ,Health sciences ,Human society - Abstract
PurposeClinicians and policy makers are exploring the role of primary care in improving patients' social conditions, yet little research examines strategies used in clinical settings to assist patients with social needs.MethodsStudy used semistructured interviews with leaders and frontline staff at 29 diverse health care organizations with active programs used to address patients' social needs. Interviews focused on how organizations develop and implement case management-style programs to assist patients with social needs including staffing, assistance intensity, and use of referrals to community-based organizations (CBOs).ResultsOrganizations used case management programs to assist patients with social needs through referrals to CBOs and regular follow-up with patients. About one-half incorporated care for social needs into established case management programs and the remaining described standalone programs developed specifically to address social needs independent of clinical needs. Referrals were the foundation for assistance and included preprinted resource lists, patient-tailored lists, and warm handoffs to the CBOs. While all organizations referred patients to CBOs, some also provided more intense services such as assistance completing patients' applications for services or conducting home visits. Organizations described 4 operational challenges in addressing patients' social needs: (1) effectively engaging CBOs; (2) obtaining buy-in from clinical staff; (3) considering patients' perspectives; and (4) ensuring program sustainability.ConclusionAs the US health care sector faces pressure to improve quality while managing costs, many health care organizations will likely develop or rely on case management approaches to address patients' social conditions. Health care organizations may require support to address the key operational challenges.Visual abstract.
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- 2021
46. Caregiver Perceptions of Social Risk Screening in Pediatric Liver Transplantation: From the Multicenter SOCIAL-Tx Study
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Wadhwani, Sharad I., Kruse, Gina, Squires, James, Ebel, Noelle, Gupta, Nitika, Campbell, Kathleen, Hsu, Evelyn, Zielsdorf, Shannon, Vittorio, Jennifer, Desai, Dev M., Bucuvalas, John C., Gottlieb, Laura M., and Lai, Jennifer C.
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- 2024
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47. Powering population health research: Considerations for plausible and actionable effect sizes
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Matthay, Ellicott C., Hagan, Erin, Gottlieb, Laura M., Tan, May Lynn, Vlahov, David, Adler, Nancy, and Glymour, M. Maria
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Statistics - Applications - Abstract
Evidence for Action (E4A), a signature program of the Robert Wood Johnson Foundation, funds investigator-initiated research on the impacts of social programs and policies on population health and health inequities. Across thousands of letters of intent and full proposals E4A has received since 2015, one of the most common methodological challenges faced by applicants is selecting realistic effect sizes to inform power and sample size calculations. E4A prioritizes health studies that are both (1) adequately powered to detect effect sizes that may reasonably be expected for the given intervention and (2) likely to achieve intervention effects sizes that, if demonstrated, correspond to actionable evidence for population health stakeholders. However, little guidance exists to inform the selection of effect sizes for population health research proposals. We draw on examples of five rigorously evaluated population health interventions. These examples illustrate considerations for selecting realistic and actionable effect sizes as inputs to power and sample size calculations for research proposals to study population health interventions. We show that plausible effects sizes for population health inteventions may be smaller than commonly cited guidelines suggest. Effect sizes achieved with population health interventions depend on the characteristics of the intervention, the target population, and the outcomes studied. Population health impact depends on the proportion of the population receiving the intervention. When adequately powered, even studies of interventions with small effect sizes can offer valuable evidence to inform population health if such interventions can be implemented broadly. Demonstrating the effectiveness of such interventions, however, requires large sample sizes., Comment: 24 pages, 1 figure
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- 2021
48. Screening and Interventions for Social Risk Factors
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Eder, Michelle, Henninger, Michelle, Durbin, Shauna, Iacocca, Megan O, Martin, Allea, Gottlieb, Laura M, and Lin, Jennifer S
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Clinical Trials and Supportive Activities ,Behavioral and Social Science ,Health Services ,Prevention ,Clinical Research ,Generic health relevance ,Zero Hunger ,Advisory Committees ,Food Insecurity ,Guidelines as Topic ,Housing ,Humans ,Mass Screening ,Outcome Assessment ,Health Care ,Preventive Health Services ,Primary Health Care ,Risk Factors ,Social Determinants of Health ,Socioeconomic Factors ,United States ,Medical and Health Sciences ,General & Internal Medicine - Abstract
ImportanceEvidence-based guidance is limited on how clinicians should screen for social risk factors and which interventions related to these risk factors improve health outcomes.ObjectiveTo describe research on screening and interventions for social risk factors to inform US Preventive Services Task Force considerations of the implications for its portfolio of recommendations.Data sourcesCochrane Database of Systematic Reviews, Cochrane Central Register of Controlled Trials, Ovid MEDLINE, Sociological Abstracts, and Social Services Abstracts (through 2018); Social Interventions Research and Evaluation Network evidence library (January 2019 through May 2021); surveillance through May 21, 2021; interviews with 17 key informants.Study selectionIndividual-level and health care system-level interventions with a link to the health care system that addressed at least 1 of 7 social risk domains: housing instability, food insecurity, transportation difficulties, utility needs, interpersonal safety, education, and financial strain.Data extraction and synthesisOne investigator abstracted data from studies and a second investigator evaluated data abstractions for completeness and accuracy; key informant interviews were recorded, transcribed, summarized, and integrated with evidence from the literature; narrative synthesis with supporting tables and figures.Main outcomes and measuresValidity of multidomain social risk screening tools; all outcomes reported for social risk-related interventions; challenges or unintended consequences of screening and interventions.ResultsMany multidomain social risk screening tools have been developed, but they vary widely in their assessment of social risk and few have been validated. This technical brief identified 106 social risk intervention studies (N = 5 978 596). Of the interventions studied, 73 (69%; n = 127 598) addressed multiple social risk domains. The most frequently addressed domains were food insecurity (67/106 studies [63%], n = 141 797), financial strain (52/106 studies [49%], n = 111 962), and housing instability (63/106 studies [59%], n = 5 881 222). Food insecurity, housing instability, and transportation difficulties were identified by key informants as the most important social risk factors to identify in health care. Thirty-eight studies (36%, n = 5 850 669) used an observational design with no comparator, and 19 studies (18%, n = 15 205) were randomized clinical trials. Health care utilization measures were the most commonly reported outcomes in the 68 studies with a comparator (38 studies [56%], n = 111 102). The literature and key informants described many perceived or potential challenges to implementation of social risk screening and interventions in health care.Conclusions and relevanceMany interventions to address food insecurity, financial strain, and housing instability have been studied, but more randomized clinical trials that report health outcomes from social risk screening and intervention are needed to guide widespread implementation in health care.
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- 2021
49. Screening for Interpersonal Violence: Missed Opportunities and Potential Harms
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De Marchis, Emilia H, McCaw, Brigid, Fleegler, Eric W, Cohen, Alicia J, Lindau, Stacy Tessler, Huebschmann, Amy G, Tung, Elizabeth L, Hessler, Danielle M, and Gottlieb, Laura M
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Health Services and Systems ,Health Sciences ,Violence Research ,Clinical Research ,Prevention ,Health Services ,Peace ,Justice and Strong Institutions ,Gender Equality ,Adult ,Aged ,Child ,Cross-Sectional Studies ,Humans ,Intimate Partner Violence ,Mass Screening ,Medicare ,Surveys and Questionnaires ,United States ,Medical and Health Sciences ,Education ,Public Health ,Biomedical and clinical sciences ,Health sciences - Abstract
IntroductionScreening for interpersonal violence is used in healthcare settings to identify patients experiencing violence. However, using unvalidated screening tools may misclassify patients' experience with violence. The Center for Medicare & Medicaid Innovation adapted a previously validated intimate partner violence screening tool for use in assessing interpersonal violence and retained the tool's original scoring rubric, despite the new tool's broader scope. This study evaluates the scoring system for detecting safety concerns.MethodsThis was a cross-sectional survey of a convenience sample of adult patients and caregivers of pediatric patients at 7 primary care clinics and 4 emergency departments (2018-2019). Surveys included the adapted 4-item Hurt Insult Threat Scream tool. Questions are scored by frequency on a Likert scale (1=never; 5=frequently). Scores of 11-20 are considered positive for safety concerns. Two-sided Fisher's exact tests were used for descriptive analyses. Data analyses occurred in 2019-2020.ResultsOf 1,014 participants, 66 (6.5%) reported any frequency of physical violence. Of these, 54 (81.8%) did not reach the threshold score of 11. Of the 1,014 participants, 93 (9.2%) reported any frequency of physical violence or being threatened with harm; 76 of 93 participants (81.7%) scored 80% of participants reporting physical violence did not screen positive for potential safety concerns. The scoring criteria did not reliably identify participants experiencing or at high risk for violence. To improve patient safety, the adapted Hurt Insult Threat Scream scoring rubric should be updated on the basis of stakeholder input and additional validation studies.
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- 2021
50. Center variation in long‐term outcomes for socioeconomically deprived children
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Wadhwani, Sharad I, Huang, Chiung‐Yu, Gottlieb, Laura, Beck, Andrew F, Bucuvalas, John, Kotagal, Uma, Lyles, Courtney, and Lai, Jennifer C
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Biomedical and Clinical Sciences ,Clinical Sciences ,Immunology ,Pediatric ,Organ Transplantation ,Transplantation ,Child ,Graft Survival ,Humans ,Liver Transplantation ,Proportional Hazards Models ,Residence Characteristics ,Retrospective Studies ,Risk Factors ,Treatment Outcome ,epidemiology ,health services and outcomes research ,liver transplantation ,hepatology ,pediatrics ,quality of care ,care delivery ,social sciences ,liver transplantation / hepatology ,quality of care / care delivery ,Medical and Health Sciences ,Surgery ,Clinical sciences - Abstract
Neighborhood socioeconomic deprivation is associated with adverse outcomes after pediatric liver transplant. We sought to determine if this relationship varies by transplant center. Using SRTR, we included patients
- Published
- 2021
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