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Background: Adverse childhood experiences (ACEs) are potentially traumatic events, which can have long-term, negative consequences. Few studies have examined ACEs' relationship to marijuana use. Objectives: We examined the association between ACEs and past-month marijuana use among adults and the pathways between childhood adversity and marijuana use. Methods: Adults from five states (n = 22,991) who responded to the 2019 Behavioral Risk Factors Surveillance System were included. We examined the prevalence of ACEs and marijuana use. We employed generalized structural equation modeling to assess the relationship between ACEs and marijuana use and the role of depression and poor mental and physical health as possible mediators. Results: Overall, 65.0% of the population reported 1+ ACE. Heavy marijuana use and past-month marijuana use prevalence rates were 10.3% and 5.0%, respectively. We found mediation effects for depression and poor mental health but not poor physical health. The number of ACEs was associated with a statistically significant increase in any past-month marijuana use-indirect effects ranged from 1.0 (95% CI, 1.0-1.0) to 1.4 (95% CI, 1.2-1.7), direct effects ranged from 1.1 (95% CI, 07-1.7) to 5.3 (95% CI 3.2-8.8), and total effects ranged from 1.1 (95% CI, 0.7-1.7) to 5.9 (95% CI, 3.6-9.8). Women, married persons, and middle aged and older adults had a lower odds of marijuana use. Reporting at least one HIV risk behavior was associated with an increased odds of marijuana use. Conclusion: ACE exposure was positively associated with marijuana use. Depression and poor mental health separately mediated this relationship.

Given evidence that anemia in the first year of life is associated with long-term cognitive, motor, and behavioral deficits, reducing infant anemia is important. The primary objective of this research is to examine whether anemia in low income pregnant women in the United States is associated with anemia in the women’s infants. This cohort study linked Centers for Disease Control and Prevention surveillance data on pregnant women with incomes below 185% of the federal poverty level from 2010 and 2011 with data on 6–11 month olds from 2011, resulting in a sample of 21,246 uniquely matched mother-infant pairs. We examined bivariate and multivariate relationship between anemia severity in pregnant women and in their infants. Seventeen percent of women had anemia (13.1% mild and 3.9% moderate to severe) and 20.1% infants had anemia (16.4% mild and 3.7% moderate to severe). For both women and infants, blacks had substantially higher anemia rates than whites. In bivariate analysis and multivariate analyses maternal anemia showed a dose–response relationship to infant anemia. In predicted probabilities from the multivariate models, 27.2% of infants born to pregnant women with moderate to severe anemia had anemia, compared to 23.3% for infants whose mothers had mild anemia, and 18.3% for infants whose mothers did not have anemia. This study provides strong evidence of a relationship between maternal and infant anemia in the United States among people with low incomes. Efforts to reduce anemia during pregnancy may be an important strategy for minimizing childhood anemia.

Background US nursing homes are required to follow Centers for Disease Control guidance for COVID-19 transmission-based precautions (TBP) when admitting COVID-positive patients. Objective To assess how frequently nursing homes had shortages of personal protective equipment (PPE) or staffing in weeks when they admitted COVID-positive patients, which likely made it more difficult to follow TBP, and to compare facility characteristics by admissions practices. Design and setting Facility-level data from the Nursing Home COVID-19 Public File for the period between June 7, 2020 and March 7, 2021 was combined with additional data. The percentages of nursing homes that admitted COVID-positive patients and that had shortages when admitting were calculated for each week. Descriptive statistics and logistic regression models were used to examine the relationship between facility characteristics and the likelihood of admitting COVID-positive patients. Measurements Facilities were categorized as having admitted COVID-positive patients in a week if one or more admissions requiring TBP were reported for that week. Facilities that reported having less than a 1-week supply of any type of PPE or being short any type of staff in a week were defined, respectively, as having a PPE shortage or staffing shortage in that week. Results Over the 40-week study period, 39% of US nursing homes admitted COVID-positive patients in at least 1 week in which they were experiencing PPE or staffing shortages. Facilities that admitted COVID-positive patients with shortages generally had lower Centers for Medicare and Medicaid Services overall five-star ratings than other facilities. Only a small percentage of facilities that admitted COVID-positive patients while facing shortages were located in counties with severe shortages of PPE or staffing. In logistic regression models, shortages were not associated with COVID-positive admissions. Conclusion The widespread practice of admitting COVID-positive patients while facing shortages may have put nursing home residents and staff at heightened risk of COVID-19 infection.

Given the high concentration of COVID-19 cases in long-term care (LTC) facilities in the United States, individuals working in these facilities are at heightened risk of SARS-CoV-2 exposure. Using data from the nationally-representative 2017 and 2018 National Health Interview Surveys on adults who reported working in LTC facilities, this study examines the extent to which LTC workers are also at increased risk or potentially at increased risk for severe illness from COVID-19 including hospitalization, intubation, or death. We used the Centers for Disease Control and Prevention's list of conditions placing individuals in these risk categories to the extent possible. We also examined the sociodemographic characteristics of LTC workers by occupation and COVID-19 illness severity risk status. One percent (552 out of 52,159) of the weighted NHIS sample worked in LTC facilities. Workers in LTC facilities were disproportionately Black, female, and low income. Half of LTC workers (50%) were at increased risk of severe illness from COVID-19 and another 19.6% were potentially at increased risk. There were few significant differences in demographic characteristics between risk groups, though those at increased risk had lower educational attainment and recent trouble affording prescription medications. Despite the high degree of vulnerability of both LTC residents and workers to severe illness from COVID-19, many LTC facilities still have inadequate supplies of personal protective equipment and COVID-19 tests. Given that state budget deficits due to the COVID-19 pandemic limit the potential for state actions, enhanced federal efforts are needed to protect LTC residents and staff from COVID-19., Highlights • Long-term care workers (LTC) comprised 1.0% of a representative sample of US adults. • LTC workers were disproportionately Black, female, and low income. • Half of LTC workers (50.0%) were at increased risk of severe COVID-19 illness. • An additional 19.6% were potentially at increased risk of severe COVID-19 illness.

Introduction Smoking rates for Medicaid beneficiaries have remained flat in recent years. Medicaid may support smokers in quitting by covering a broad array of tobacco cessation services without barriers such as copays. This study examines the impact of increasing generosity in Medicaid tobacco cessation coverage policies on smoking and cessation behaviors. Methods We used 2010 and 2015 National Health Interview Survey data merged with information on state tobacco, Medicaid cessation, and Medicaid eligibility policies to estimate state fixed effects models of cessation medication use, counseling use, quit attempts, and current smoking. Results Smokers living in states that cover cessation medications but not counseling services were less likely to use counseling. Smokers were more likely to report having tried to quit in states with higher rates of use of cessation medications among Medicaid beneficiaries. We found no impact of Medicaid policies on use of cessation medications. States that impose copays had higher rates of smoking, while those that require counseling as a condition of receiving medication had lower rates of smoking. Additionally, we found that expanding Medicaid eligibility under the Affordable Care Act is associated with decreased smoking prevalence among Medicaid beneficiaries. Conclusion Covering cessation counseling may encourage smokers that want to quit to use this service. Promoting the use of cessation medications may improve the likelihood that smokers try to quit. Medicaid coverage of cessation services is an important but incomplete strategy in addressing smoking among low-income populations. Implications States may be able to improve utilization of cessation counseling by providing Medicaid reimbursement for this service. Encouraging utilization of tobacco cessation medications may help more smokers quit. States should consider how to promote effective cessation methods among clinicians and patients.

Objective To examine whether patient activation is predictive of the course of diabetes over a three year period among patients with and without diabetes. Methods Longitudinal analyses utilized electronic health record data from 2011 to 2014. We examined how the patient activation measure (PAM) was predictive of 2014 diabetes-related outcomes among patients with diabetes (n = 10,071); pre-diabetes (n = 1804); and neither diabetes nor pre-diabetes (n = 46,402). Outcomes were clinical indicators (blood pressure, cholesterol, and trigylcerides), costly utilization, and progression from no diabetes to pre-diabetes or diabetes. Results Higher PAM level predicted better clinical indicator control in patients with diabetes. In patients with pre-diabetes, PAM level predicted better clinical indicator control, and those in the highest level of PAM in 2011 had lower odds of having a hospitalization compared to those in the lowest level. In patients without diabetes or pre-diabetes in 2011, higher PAM level was associated with lower odds of developing pre-diabetes. Conclusions More activated patients with diabetes and pre-diabetes had better outcomes than less activated patients. More activated patients without diabetes or pre-diabetes were less likely to develop pre-diabetes over a three year period. Practice implications Strategies to improve patient activation may be useful to help curb the diabetes epidemic.

Demand for primary care services is rising. Nurse practitioners (NPs) serve vital roles in meeting primary care demands. Workforce planning requires understanding NP retirement intentions. This study examines factors that relate to NPs, aged 55 years and older, and their intent to retire within 5 years.We used the 2012 National Sample Survey of Nurse Practitioners to examine the relationship between NP demographic characteristics (gender, race/ethnicity, marital status, nursing degree), work environment characteristics (part-time vs. full-time status, primary or specialty care, earnings, job satisfaction), and intent to retire. Descriptive, bivariate, and multivariate analyses were conducted. A total of 3171 working NPs, 55 years of age and older, were included.Fifty-nine percent of NPs 60 years and older and 15% of NPs 55-59 intend to retire in the next 5 years. Working part-time and having less than a master's degree were associated with intent to retire. Being "very satisfied" with one's job was related to lower odds of intent to retire versus being "satisfied." Being "dissatisfied" with one's job and working in primary care were related to intending to retire for the NPs 55-59.Given the relationship between higher job satisfaction and lower intent to retire, efforts to increase NPs' job satisfaction may result in less early retirement.

We explore the extent to which state scope of practice laws are related to nurse practitioners (NPs)’ day-to-day practice autonomy. We found that NPs experienced greater day-to-day practice autonomy when they had prescriptive independence. Surprisingly, there were only small and largely insignificant differences in day-to-day practice autonomy between NPs in fully restricted states and those in states with independent practice but restricted prescription authority. The scope of practice effects were strong for primary care NPs. We also found that the amount of variation in day-to-day practice autonomy within the scope of practice categories existed, which suggests that factors other than state scope of practice laws may influence NP practice as well. Removing barriers at all levels that potentially prevent NPs from practicing to the full extent of their education and training is critical not only to increase primary care capacity but also to make NPs more efficient and effective providers.

Objective To explore using the Patient Activation Measure (PAM) for identifying patients more likely to have ambulatory care–sensitive (ACS) utilization and future increases in chronic disease. Data Sources Secondary data are extracted from the electronic health record of a large accountable care organization. Study Design This is a retrospective cohort design. The key predictor variable, PAM score, is measured in 2011, and is used to predict outcomes in 2012–2014. Outcomes include ACS utilization and the likelihood of a new chronic disease. Data Our sample of 98,142 adult patients was drawn from primary care clinic users. To be included, patients had to have a PAM score in 2011 and at least one clinic visit in each of the three subsequent years. Principal Findings PAM level is a significant predictor of ACS utilization. Less activated patients had significantly higher odds of ACS utilization compared to those with high PAM scores. Similarly, patients with low PAM scores were more likely to have a new chronic disease diagnosis over each of the years of observation. Conclusions Assessing patient activation may help to identify patients who could benefit from greater support. Such an approach may help ACOs reach population health management goals.

Within the broadly generalized HIV epidemic in Swaziland, men who have sex with men (MSM) have specific HIV acquisition and transmission risks. In the current era of expanding antiretroviral therapy-based prevention and treatment approaches, condom use remains a core component of mitigating these risks. A cross-sectional study characterizing the vulnerabilities for HIV among MSM in Swaziland was analyzed to describe factors associated with condom use at last sex with a male partner. Bivariate and multivariate logistic regression analyses were conducted to assess correlates of condom use at last sex with both casual and regular male partners. Disclosure of sexual practices to a healthcare provider and being able to count on other MSM to support condom use were significantly associated with condom use at last sex with a causal and a regular partner, respectively. Reporting difficulty insisting on condom use was inversely associated with condom use at last sex with both regular and casual partners. In addition, having faced legal discrimination was similarly inversely associated with condom use at last sex with a regular partner. Condom use among MSM in Swaziland may increase with improved partner communication, provider sensitization to encourage sexual disclosure, and the promotion of safer sex norms within MSM communities. These approaches, in combination with existing and emerging evidence of informed and human rights affirming prevention and HIV treatment approaches may reduce the incidence of HIV among MSM in Swaziland and all those in their sexual networks.

We explored whether supplementing a clinical risk score with a behavioral measure could improve targeting of the patients most in need of supports that reduce their risk of costly service utilization. Using data from a large health system that determines patient self-management capability using the Patient Activation Measure, we examined utilization of hospital and emergency department care by the 15 percent of patients with the highest clinical risk scores. After controlling for risk scores and placing patients within segments based on their level of activation in 2011, we found that the lower the activation level, the higher the utilization and cost of hospital services in each of the following three years. These findings demonstrate that adding a measure of patient self-management capability to a risk assessment can improve prediction of high care costs and inform actions to better meet patient needs.

Background/objectives Patient activation encompasses the knowledge, skills, and confidence that equip adults to participate actively in their healthcare. Patients with hearing loss may be less able to participate due to poor aural communication. We examined whether difficulty hearing is associated with lower patient activation. Design Cross-sectional study. Setting/participants A nationally representative sample of Americans aged 65 years and older (n = 13 940) who participated in the Medicare Current Beneficiary Survey (MCBS) during the years 2011 to 2013. Measurement Self-reported degree of difficulty hearing ("no trouble," "a little trouble," and "a lot of trouble") and overall activation based on aggregated scored responses to 16 questions from the MCBS Patient Activation Supplement: low activation (below the mean minus 0.5 SDs), high activation (above the mean plus 0.5 SDs), and medium activation (the remainder). Sociodemographic and self-reported clinical measures were also included. Results "A little trouble" hearing was reported by 5655 (40.6%) of respondents, and "a lot of trouble" hearing was reported by 893 (6.4%) of respondents. Difficulty hearing was significantly associated with low patient activation: in analyses using multivariable multinomial logistic regression, respondents with "a little trouble" hearing had 1.42 times the risk of low vs high activation (95% confidence interval [CI] = 1.27-1.58), and those with "a lot of trouble" hearing had 1.70 times the risk of low vs high activation (95% CI = 1.29-2.11), compared with those with "no trouble" hearing. Conclusions Nearly half of people aged 65 years and older reported difficulty hearing, and those reporting difficulty were at risk of low patient activation. That risk rose with increased difficulty hearing. Given the established link between activation and outcomes of care, and in view of the association between hearing loss and poor healthcare quality and outcomes, clinicians may be able to improve care for people with hearing loss by attending to aural communication barriers.

Background Delayed umbilical cord clamping is associated with significant benefits to preterm and term newborns and is recommended for all infants by the World Health Organization and the American College of Obstetricians and Gynecologists (ACOG). Little is known about the cord management practices of U.S. obstetricians. Objective The objective of this study was to describe current cord clamping practices by U.S. obstetricians and investigate factors associated with delayed cord clamping. Study design A cross-sectional survey was sent to 500 members of the American College of Obstetricians and Gynecologists. Umbilical cord practices were assessed, and factors related to delaying cord clamping were examined using Chi-square tests and multivariate logistic regression models. Results The overall response rate was 37% with 74% of those opening the email responding. Sixty-seven percent of respondents reported DCC by one minute or more after vaginal births at term. After preterm and near-term vaginal births, 73% and 79% said they waited at least 30 seconds before clamping. The factor most consistently and strongly related to delaying cord clamping in both bivariate and multivariate analyses was having the belief that the timing of clamping was important. Additional analysis revealed that believing the timing was important was positively associated with the physician's institution having a written policy on the cord clamping. Conclusions In this study, a majority of respondents reported delaying cord clamping and indicated that employing strategies to implement the full uptake of this practice could be valuable. Findings suggest that institutional policies may influence attitudes on cord clamping.

Objective To identify approaches to presenting cost and resource use measures that support consumers in selecting high-value hospitals. Data sources Survey data were collected from U.S. employees of Analog Devices (n = 420). Study design In two online experiments, participants viewed comparative data on four hospitals. In one experiment, participants were randomized to view one of five versions of the same comparative cost data, and in the other experiment they viewed different versions of the same readmissions data. Bivariate and multivariate analyses examined whether presentation approach was related to selecting the high-value hospital. Principal findings Consumers were approximately 16 percentage points more likely to select a high-value hospital when cost data were presented using actual dollar amounts or using the word "affordable" to describe low-cost hospitals, compared to when the Hospital Compare spending ratio was used. Consumers were 33 points more likely to select the highest performing hospital when readmission performance was shown using word icons rather than percentages. Conclusions Presenting cost and resource use measures effectively to consumers is challenging. This study suggests using actual dollar amounts for cost, but presenting performance on readmissions using evaluative symbols.

Both payment reform and patient engagement are key elements of health care reform. Yet the question of how incentivizing primary care providers (PCPs) on quality outcomes affects the degree to which PCPs are supportive of patient activation and patient self-management has received little attention. In this mixed-methods study, we use in-depth interviews and survey data from PCPs working in a Pioneer Accountable Care Organization that implemented a compensation model in which a large percentage of PCP salary is based on quality performance. We assess how much PCPs report focusing their efforts on supporting patient activation and self-management, and whether or not they become frustrated with patients who do not change their behaviors. The findings suggest that most PCPs do not see the value in investing their own efforts in supporting patient self-management and activation. Most PCPs saw patient behavior as a major obstacle to improving quality and many were frustrated that patient behaviors affected their compensation.

BACKGROUND A key consideration in designing pay-for-performance programs is determining what entity the incentive should be awarded to—individual clinicians or to groups of clinicians working in teams. Some argue that team-level incentives, in which clinicians who are part of a team receive the same incentive based on the team’s performance, are most effective; others argue for the efficacy of clinician-level incentives. This study examines primary care clinicians’ perceptions of a team-based quality incentive awarded at the clinic level. METHODS This research was conducted with Fairview Health Services, where 40% of the primary care compensation model was based on clinic-level quality performance. We conducted 48 in-depth interviews to explore clinicians’ perceptions of the clinic-level incentive, as well as an online survey of 150 clinicians (response rate 56%) to investigate which entity the clinicians would consider optimal to target for quality incentives. RESULTS Clinicians reported the strengths of the clinic-based quality incentive were quality improvement for the team and less patient “dumping,” or shifting patients with poor outcomes to other clinicians. The weaknesses were clinicians’ lack of control and colleagues riding the coattails of higher performers. There were mixed reports on the model’s impact on team dynamics. Although clinicians reported greater interaction with colleagues, some described an increase in tension. Most clinicians surveyed (73%) believed that there should be a mix of clinic and individual-level incentives to maintain collaboration and recognize individual performance. CONCLUSION The study highlights the important advantages and disadvantages of using incentives based upon clinic-level performance. Future research should test whether hybrid incentives that mix group and individual incentives can maintain some of the best elements of each design while mitigating the negative impacts.

Patient engagement has become a major focus of health reform. However, there is limited evidence showing that increases in patient engagement are associated with improved health outcomes or lower costs. We examined the extent to which a single assessment of engagement, the Patient Activation Measure, was associated with health outcomes and costs over time, and whether changes in assessed activation were related to expected changes in outcomes and costs. We used data on adult primary care patients from a single large health care system where the Patient Activation Measure is routinely used. We found that results indicating higher activation in 2010 were associated with nine out of thirteen better health outcomes-including better clinical indicators, more healthy behaviors, and greater use of women's preventive screening tests-as well as with lower costs two years later. Changes in activation level were associated with changes in over half of the health outcomes examined, as well as costs, in the expected directions. These findings suggest that efforts to increase patient activation may help achieve key goals of health reform and that further research is warranted to examine whether the observed associations are causal.

Public reporting of health care provider quality is intended to spark consumer informed decision-making, yet there is concern that it might exacerbate disparities. This study explores the extent to which people with chronic conditions are aware of and using comparative quality information (CQI) on hospitals and doctors, and how awareness and use of the information differs by individuals' socio-demographic characteristics. Using a large 2011/2012 survey of adults with chronic conditions, we find low awareness of hospital and doctor CQI (26% and 16% respectively), and lower CQI use (8% and 6% respectively). Findings related to equity in awareness and use by socio-demographic subgroups was mixed. Higher education and income were related to greater CQI awareness, however Whites were less likely to be aware of and use CQI than African Americans and Latinos. The magnitudes of these differences, however, were not large; all groups had modest levels of CQI awareness and use.

This study aimed to compare the efficacy and safety of the Nit-Occlud PDA device (PFM Medical, Cologne, Germany) to benchmarks designed as objective performance criteria (OPC).The Nit-Occlud PDA is a nitinol coil-type patent ductus arteriosus (PDA) occluder with a reverse cone configuration, which is implanted using a controlled delivery system.Patients with4-mm minimum diameter PDA were prospectively enrolled in the Pivotal and the Continuing Access Studies from 15 sites in the United States and were followed up for 12 months post-procedure. Investigator-reported outcomes were compared to OPC including a composite success criterion, efficacy criteria of successful closure (clinical and echocardiographic), and safety criteria incidence of adverse events (serious and of total).The Pivotal Study enrolled patients between November 1, 2002 and October 31, 2005, and the Continuing Access Study enrolled additional patients between September 1, 2006 and October 31, 2007. A total of 357 patients were enrolled, and 347 had successful device implantations. After 12 months, 96.8% had complete echocardiographic closure (OPC = 85%) and 98.1% had clinical closure (OPC = 95%). There were no deaths or serious adverse events (OPC = 1%). The total adverse event rate was 4.7% (OPC = 6%). Composite success was 95.1% in the study patients (OPC = 80%).Closure of small- and medium-sized PDA with the Nit-Occlud PDA is effective and safe when compared with OPC.

Background This study examines the relationship between patient activation, a measure of individuals׳ knowledge, skill, and confidence for managing their health, and rates of depression remission and response among patients with depression. Methods Patients from Fairview Health Services in Minnesota with moderate to severe depression in 2011 and a PHQ-9 score in 2012 were included in the analysis (n=5253). Patient activation in 2011 and other health and demographic features were extracted from the electronic health record. We examined how patient activation predicted depression remission and response rates and changes in depression severity over one year using regression models. We also explored how activation predicted healthy behaviors among depressed patients. Results Higher baseline patient activation predicted lower depression severity and higher depression remission and response rates a year later. The most activated patients had PHQ-9 scores in 2012 two points lower than the lowest activated patients, and they had twice the odds of remission. Activation also predicted increase in healthy behaviors. Limitations We were unable to examine the use of mental health services or control for the number of prior depressive episodes and duration of the current depressive episode in the analysis. Conclusions We found that higher patient activation predicted better depression outcomes. While we are unable to explore the mechanism of this association, we observed that more activated patients are also engaged in more healthy behaviors, suggesting that the mechanism may be behavioral. Support of patient activation may be an effective approach for providers to reduce patients׳ depression severity.

Objective: This study tests whether a personal narrative can persuade people to value comparative data on physician quality. Method: We conducted an online experiment with 850 adults. One group viewed a cartoon narrative on physician quality variation, another saw text on physician quality variation, and there was a control group. Study participants hypothetically selected a physician from a display of four physicians. The top-quality physician was furthest away and most expensive. We conducted multivariate models examining the relationship between experimental group and choice of the top-quality physician. Results: There was no overall relationship between narrative or text information and choice of the highest quality physician. Among higher numerate participants, however, those who viewed the narrative had odds 2.7 times higher of selecting the top-quality physician compared with the control group. Discussion: Personal narratives can persuade higher numerate people to consider quality when selecting physicians.

Background There is growing acknowledgement that patients are key stakeholders in improving quality of medical care, yet a key barrier to integrating patients into quality improvement teams (QITs) as patient partners is the lack of evidence of their impact. This mixed-method study was conducted to identify the ways patient partners influence QITs and to document the extent of patient partners' impact. Methods Focus groups and in-depth interviews were conducted with 17 patient partners and 11 staff at WellSpan Health and Aligning Forces for Quality—South Central Pennsylvania to identify the specific mechanisms through which patients influenced QIT efforts. Online surveys of 47 patient partners and 56 QIT leaders were conducted in summer 2016 to test the ways in which patient partners affected quality improvement (QI) and gauge respondents' perceptions of the impact of patient partners' contributions. Results Patient partners influenced QI through three key mechanisms: symbolism, providing feedback (on written material for patients and new policies), and making suggestions (on office communication, educational materials, physical space, and clinical care processes). Almost three quarters of the patient partners believed they had a moderate to very large impact on their QIT's QI efforts. Eight of the 10 QIT leaders reported that patient partners improved patient-centeredness of QI a "moderate amount" to a "great deal" through one of the three key mechanisms. Conclusion Integrating patient partners into ambulatory care QITs was a largely positive experience for patient partners, QIT leaders, and administrators. The changes that patient partners prompted were meaningful and likely improved patients' experience with care.

© 2017, Springer International Publishing Switzerland. Background: Choosing a new health service provider can be difficult and is dependent on the type and clarity of the information available. This study examines if the presentation of service quality information affects the decisions of consumers choosing a general medical practice. Objectives: The aim was to examine the impact of presentation format on attribute level interpretation and relative importance. Methods: A discrete choice experiment eliciting preferences for a general medical practice was conducted using four different presentation formats for service quality attributes: (1) frequency and percentage with an icon array, (2) star ratings, (3) star ratings with a text benchmark, and (4) percentage alone. A total of 1208 respondents from an online panel were randomised to see two formats, answering nine choices for each, where one was a dominated choice. Logistic regression was used to assess the impact of presentation format on the probability of choosing a dominated alternative. A generalised multinomial logit model was used to estimate the relative importance of the attribute levels. Results: The probability of incorrectly choosing a dominated alternative was significantly higher when the quality information was presented as a percentage relative to a frequency with icon array, star rating or bench-marked star rating. Preferences for a practice did not differ significantly by presentation format, nor did the probability of finding the information difficult to understand. Conclusions: Quantitative health service quality information will be more useful to consumers if presented by combining the numerical information with a graphic, or using a star rating if appropriate for the context.

Background and purpose While male nurses have been shown to earn considerably more than female nurses, there is less evidence on gender disparities in salary among nurse practitioners (NPs). This study examines whether the gender gap in NP salaries persists after controlling for differences in work setting and demographic factors. Methods We analyzed the relationship between gender and salary (2011 pretax earnings) among 6591 NPs working as NPs at least 35 h per week, using the 2012 National Sample Survey of Nurse Practitioners. We first conducted bivariate regression analyses examining the relationship between gender and earnings, and then developed a multivariate model that controlled for individual differences in demographic and work characteristics. Conclusions Male NPs earned $12,859 more than female NPs, after adjusting for individual differences in demographics and work characteristics. The gender gap was $7405 for recent NP graduates, and grew over time. Male NPs earned significantly more than female NPs across all clinical specialty areas. Implications for practice The gender disparities in NP salaries documented here regardless of professional seniority or clinical area should spark healthcare organizations to conduct pay equity assessments of their employees’ salaries to identify and ameliorate pay inequality.

This study's objective was to examine the extent to which individuals exhibit a preference for physicians based upon the race/ethnicity and gender of a physician's name. We conducted an online survey of 915 adults, who viewed a comparative display of four physicians' quality performance. We randomized the name of one physician, whose quality performance was equal to that of one physician and better than two other physicians, to be either typically African American male, African American female, white male, white female, or Middle Eastern (gender ambiguous). In regression models, participants more frequently selected the physician with the randomized name when displayed with a white male name, compared to when presented with an African American male, African American female, or Middle Eastern name (ORs ranging from .59 to .64). White and male study participants exhibited this pattern, while racial/ethnic minority participants did not. If the hypothetical choice bias observed here translates to people's actual selection of physicians, it could be a contributing factor for why women and racial/ethnic minority physicians have lower incomes than white male physicians.

Background The Affordable Care Act (ACA) expands Medicaid's tobacco dependence treatment (TDT) coverage; however, these expansions differ in comprehensiveness based on Medicaid eligibility category. Purpose To examine whether more generous Medicaid TDT coverage (in terms of cost-sharing requirements and treatments covered) is associated with greater likelihood of quit attempts and successful quit rates. Methods This study used repeated cross-sections from the Current Population Survey (2001–2011), linked to state-level survey data on Medicaid TDT coverage. The sample included 3,071 adult Medicaid recipients who reported smoking 12 months prior to the survey and resided in 28 states with consistent TDT coverage across Medicaid fee-for-service and managed care. Logistic regression models, conducted in October 2013, examined the relationship between state TDT coverage and Medicaid recipients' successful quits and attempted quit rates, controlling for individual and state characteristics. Results Forty-one percent of Medicaid recipients attempted to quit smoking in the prior year and 7% quit successfully. Medicaid recipients in states with the most generous coverage (counseling without copayment and pharmacotherapy with copayment) had the highest predicted successful quit rates (8.3%). Those living in states with no TDT or pharmacotherapy-only coverage had lower predicted successful quit rates (range=4.0%−5.6%). Conclusions These findings suggest that the ACA will increase smoking quit rates among Medicaid recipients. Recipients who have more generous TDT coverage (such as the new Medicaid expansion population and pregnant women) will likely see greater increases in quit rates compared to existing adult Medicaid enrollees.

Measures of the patient care experience are now routinely used in public reports and increasingly influence health provider payment. We examined data from 5,002 patients of forty-nine primary care providers to explore the relationship between patient activation-a term referring to the knowledge, skills, and confidence a patient has for managing his or her health care-and the patient care experience. We found that patients at higher levels of activation had more positive experiences than patients at lower levels seeing the same clinician. The observed differential was maintained when we controlled for demographic characteristics and health status. We did not find evidence that patients at higher levels of activation selected providers who were more patient-centric. The findings suggest that the care experience is transactional, shaped by both providers and patients. Strategies to improve the patient experience, therefore, should focus not only on providers but also on improving patients' ability to elicit what they need from their providers.

Patient activation is a term that describes the skills and confidence that equip patients to become actively engaged in their health care. Health care delivery systems are turning to patient activation as yet another tool to help them and their patients improve outcomes and influence costs. In this article we examine the relationship between patient activation levels and billed care costs. In an analysis of 33,163 patients of Fairview Health Services, a large health care delivery system in Minnesota, we found that patients with the lowest activation levels had predicted average costs that were 8 percent higher in the base year and 21 percent higher in the first half of the next year than the costs of patients with the highest activation levels, both significant differences. What's more, patient activation was a significant predictor of cost even after adjustment for a commonly used "risk score" specifically designed to predict future costs. As health care delivery systems move toward assuming greater accountability for costs and outcomes for defined patient populations, knowing patients' ability and willingness to manage their health will be a relevant piece of information integral to health care providers' ability to improve outcomes and lower costs.

Starting in 2017, all state and federal health insurance exchanges will present quality data on health plans in addition to cost information. We analyzed variations in the current design of information on state exchanges to identify presentation approaches that encourage consumers to take quality as well as cost into account when selecting a health plan. Using an online sample of 1,025 adults, we randomly assigned participants to view the same comparative information on health plans, displayed in different ways. We found that consumers were much more likely to select a high-value plan when cost information was summarized instead of detailed, when quality stars were displayed adjacent to cost information, when consumers understood that quality stars signified the quality of medical care, and when high-value plans were highlighted with a check mark or blue ribbon. These approaches, which were equally effective for participants with higher and lower numeracy, can inform the development of future displays of plan information in the exchanges.

PURPOSE We aimed to identify the strategies used to support patient behavior change by clinicians whose patients had an increase in patient activation. METHODS This mixed methods study was conducted in collaboration with Fairview Health Services, a Pioneer Accountable Care Organization. We aggregated data on the change in patient activation measure (PAM) score for 7,144 patients to the primary care clinician level. We conducted in-depth interviews with 10 clinicians whose patients’ score increases were among the highest and 10 whose patients’ score changes were among the lowest. Transcripts of the interviews were analyzed to identify key strategies that differentiated the clinicians whose patients had top PAM change scores. RESULTS Clinicians whose patients had relatively large activation increases reported using 5 key strategies to support patient behavior change (mean = 3.9 strategies): emphasizing patient ownership; partnering with patients; identifying small steps; scheduling frequent follow-up visits to cheer successes, problem solve, or both; and showing caring and concern for patients. Clinicians whose patients had lesser change in activation were far less likely to describe using these approaches (mean = 1.3 strategies). Most clinicians, regardless of group, reported developing their own approach to support patient behavior change. Those whose patients showed high activation change reported spending more time with patients on counseling and education than did those whose patients showed less improvement in activation. CONCLUSIONS Clinicians vary in the strategies they use to promote behavior change and in the time spent with patients on such activities. The 5 key strategies used by clinicians with high patient activation change are promising approaches to supporting patient behavior change that should be tested in a larger sample of clinicians to validate their effectiveness.

While there has been considerable work to identify ways to make the quality measures contained in comparative reports more understandable and digestible for consumers, there has been almost no research looking at ways to make the overall concept of health care quality more understandable and accessible to consumers. In this study, the authors determine the impact of providing a framework for understanding quality on the comprehension and salience of quality information. The study uses an experimental design and tests the effect of providing a framework for describing quality of care, as well as plain language descriptions of quality indicators. The findings indicate that when providing a framework and using plain language to describe quality indicators, consumers were better able to understand and to see greater value in the information, as compared to participants who saw a report that had neither of these attributes. The policy and practice implications are discussed.

Consumer-driven health plans (CDHPs) are built on the assumption that with increased cost sharing consumers will select cost-effective evidence-based care. In this study, the authors explore whether patterns of utilization change after enrollment in a CDHP and whether the pattern reflects a shift toward evidence-based care. The study population is comprised of 18,025 employees and their adult dependents. The analysis uses a schema for categorizing claims data into high-priority (evidence-based care) and low-priority (limited or no evidence-based care) utilization. The findings indicate that enrollment in CDHPs resulted in a reduction of office visits in the 1st year of enrollment. These reductions in care appear to be indiscriminant, with patients cutting back in both high-and low-priority visits. The reductions in high- and low-priority visits were greater for employees with lower education and income.

Background Primary care provider (PCP) support of patient self-management may be important mechanism to improving patient health outcomes. In this paper we develop a PCP-reported measure of clinician strategies for supporting patient self-management, and we psychometrically test and validate the measure. Methods We developed survey items based upon effective self-management support strategies identified in a prior mixed methods study. We fielded a survey in the fall of 2014 with 139 Fairview Health Services PCPs, and conducted exploratory factor analysis and Cronbach’s Alpha to test for scale reliability. To validate the measure, we examined the Self-Management Support (SMS) scale’s relationship to survey items on self-management support, as well as clinicians’ patient panel rates of smoking cessation and weight loss. Results Nine survey items clustered reliably to create a single factor (Cronbach’s Alpha=0.73). SMS scores ranged from 2.1 to 4.9. The SMS was related to each of the validation variables. PCPs who reported spending 60% percent or more of their time counseling, educating, and coaching patients had a mean SMS score of 4.0, while those who reported spending less than 30% of their time doing so had mean SMS scores 15% lower. PCPs’ SMS scores exhibited significant but modest associations with their patients’ smoking cessation and weight loss (among obese patients) (r=0.21 and r=0.13 respectively). Conclusions This study develops and tests a promising measure of PCPs’ strategies to support patient self-management. It highlights variation across PCPs. Future work should examine whether increasing scores of PCPs low on the SMS improves chronic care quality outcomes.

Background The increasing burden of chronic illness highlights the importance of self-care and shifts from hierarchical and patriarchal models to partnerships. Primary care providers (PCPs) play an important role in supporting patients in self-management, enabling activation and supporting chronic care. We explored the extent to which PCPs’ beliefs about the importance of the patients’ role relate to the frequency in which they report engaging in collaborative and partnership-building behaviors with patients. Methods PCPs’ beliefs were measured using the Clinician Support for Patient Activation Measure (CS-PAM). We also assessed whether PCPs’ CS-PAM scores were positively associated with changes in their patients’ Patient Activation Measure (PAM) scores. Participants included 181 PCPs from a single accountable care organization in Minnesota who completed an online survey. We conducted bivariate analyses and multivariate regression models to examine relationships between CS-PAM and PCP self-management support behaviors and changes in level of patient activation. Results PCPs with high CS-PAM scores were much more likely to engage in supportive self-management and patient behavior change approaches, such as involving the patient in agenda-setting, problem-solving, and collaboratively setting behavioral goals, than were PCPs with low CS-PAM scores. More positive PCPs’ belief in the patients’ role in self-management was positively correlated with improvements in their patients’ level of patient activation. Conclusions More positive PCP beliefs about the patients’ role in self-management was strongly related to PCP behaviors geared towards increasing patient activation.

This study examined the impact of Fairview Health Services' primary care provider compensation model, in which 40 percent of compensation was based on clinic-level quality outcomes. Fairview Health Services is a Pioneer accountable care organization in Minnesota. Using publicly reported performance data from 2010 and 2012, we found that Fairview's improvement in quality metrics was not greater than the improvement in other comparable Minnesota medical groups. An analysis of Fairview's administrative data found that the largest predictor of improvement over the first two years of the compensation model was primary care providers' baseline quality performance. Providers whose baseline performance was in the lowest tertile improved three times more, on average, across the three quality metrics studied than those in the middle tertile, and almost six times more than those in the top tertile. As a result, there was a narrowing of variation in performance across all primary care providers at Fairview and a narrowing of the gap in quality between providers who treated the highest-income patient panels and those who treated the lowest-income panels. The large quality incentive fell short of its overall quality improvement aim. However, the results suggest that payment reform may help narrow variation in primary care provider performance, which can translate into narrowing socioeconomic disparities.

Nurse practitioners (NPs) have reported aspects of their jobs that they are more and less satisfied with. However, few studies have examined the factors that predict overall job satisfaction. This study uses a large national sample to examine the extent to which autonomy and work setting predict job satisfaction.The 2012 National Sample Survey of Nurse Practitioners (n = 8311) was used to examine bivariate and multivariate relationships between work setting and three autonomy variables (independent billing practices, having one's NP skills fully utilized, and relationship with physician), and job satisfaction.NPs working in primary care reported the highest levels of autonomy across all three autonomy measures, while those working in hospital surgical settings reported the lowest levels. Autonomy, specifically feeling one's NP skills were fully utilized, was the factor most predictive of satisfaction. In multivariate analyses, those who strongly agreed their skills were being fully utilized had satisfaction scores almost one point higher than those who strongly disagreed. Work setting was only marginally related to job satisfaction.In order to attract and retain NPs in the future, healthcare organizations should ensure that NPs' skills are being fully utilized.

Many studies have explored the extent to which physicians' characteristics and Medicaid program factors influence physicians' decisions to accept Medicaid patients. In this article, we turn to patient race/ethnicity and residential segregation as potential influences. Using the 2000/2001 Community Tracking Study and other sources we show that physicians are significantly less likely to participate in Medicaid in areas where the poor are nonwhite and in areas that are racially segregated. Surprisingly-and contrary to the prevailing Medicaid participation theory--we find no link between poverty segregation and Medicaid participation when controlling for these racial factors. Accordingly, this study contributes to an accumulating body of circumstantial evidence that patient race influences physicians' choices, which in turn may contribute to racial disparities in access to health care.

Patient activation is an important predictor of health outcomes and health care usage, yet we do not know how enduring the benefits of greater patient activation are. This study uses a large panel survey of people with chronic conditions ( n = 4,865) to examine whether a baseline patient activation measure predicts outcomes 4 years later, and whether changes in patient activation measure scores are associated with changes in outcomes. The findings indicate that the benefits of health activation are enduring, yielding benefits in the form of better self-management, improved functioning, and lower use of costly health care services over time. Furthermore, the findings indicate that when activation levels change, many outcomes change in the same direction. Patient activation seems to be an important and modifiable factor for influencing chronic disease outcomes; health care delivery systems can use this information to personalize and improve care.

Background: There is limited evidence on whether prior RN clinical experience is predictive of academic success in graduate nurse practitioner (NP) programs. The purpose of this study was to explore whether the frequently held assumption that more prior clinical experience is associated with better academic success in The George Washington University online NP programs. Method: Applications ( n = 106) for clinical NP students entering from 2008–2010 were examined along with data on academic performance. Results: No relationship was found between years of prior RN clinical experience and three educational outcome variables (cumulative grade point average [GPA], clinical course GPA, and having failed any courses or been put on probation). However, students with the most prior RN clinical experience were less likely to graduate in 4 years, compared with those with the least experience. Conclusion: These findings serve as a building block of empirical evidence for admissions committees as they consider entry requirements for NP programs. [ J Nurs Educ. 2015;54(5):276–280.]

There is a growing awareness that patients should be more active and effective managers of their health and health care. Recent studies have found patient activation--or having the knowledge, skills, and confidence to manage one's health, to be related to health-related outcomes. These studies have often relied on self-reported outcomes and often have used small samples.To examine the degree to which patient activation is related to a broad range of patient health and utilization outcomes in a large, insured population.Cross-sectional study of patients at Fairview Health Services in Minnesota. Data on patient activation and patient outcomes were derived from the electronic health record, abstracted in December 2010.A total of 25,047 adult patients were included in the analysis. They all had a primary care visit in the prior six months and completed the patient activation measure as part of an office visit.The key independent measure was the Patient Activation Measure. We examined 13 patient outcomes across four areas: prevention, unhealthy behaviors, clinical indicators, and costly utilization.In multivariate models, patient activation was related to 12 of 13 patient outcomes in the expected direction. For every additional 10 points in patient activation, the predicted probability of having an ED visit, being obese, or smoking was one percentage point lower. The likelihood of having a breast cancer screen or clinical indicators in the normal range (A1c, HDL, and triglycerides) was one percentage point higher.This cross sectional study finds that patient activation is strongly related to a broad range of health-related outcomes, which suggests improving activation has great potential. Future work should examine the effectiveness of interventions to support patient activation.

In 2006, Florida's Medicaid reform required some Medicaid consumers to enroll in health plans that differed in terms of cost-sharing requirements and benefit limitations. In focus groups we found enthusiasm among Medicaid consumers for having choices among health plans; however, enthusiasm did not translate into comparison shopping for health plans. Survey findings suggested that Medicaid consumers had difficulty comprehending Medicaid health-plan comparison information, particularly if they were lower in numeracy or literacy skills. Given the number of plans offered and the numerous ways they differed, our efforts to simplify the comparison chart resulted in slightly higher comprehension, but only among those with higher skill levels. Our study suggests that policymakers should seek to simplify Medicaid Program information and design to encourage informed decisionmaking.

To determine whether an approach that assesses patient capabilities for self-management and then tailors coaching support based on this assessment would be more effective in improving outcomes than the usual disease management approach.A quasi-experimental pre-post design was used, with an intervention group coached with a tailored approach and a control group coached in the usual way.Data derived from telephonic coaching and from archival utilization data were used in the analysis. Differences in activation scores, clinical indicators, and utilization rates between intervention and control group members were assessed. Propensity scores were used to weigh the data and equalize baseline differences between the intervention and control groups. Analysis of variance repeated measures were used to examine changes over time. This analytic approach assessed whether individual changes over time in the intervention group were significantly different from individual changes over time in the control group.Overall, the findings showed a consistent picture that indicated a positive impact of the tailored intervention. Activation scores increased, clinical indicators improved, and utilization rates declined to a greater extent in the intervention group than in the control group.The findings suggest that tailoring coaching to patients' activation level and using the same metric to track progress improves the outcomes of disease management.

Underlying consumer-driven health plans (CDHPs) is the belief that the financial incentives, enhanced choices, and increased information will stimulate consumers to become active, informed managers of their own health and healthcare (ie, activated consumers). To examine this assumption, we assessed whether enrollees became more activated after enrolling in a CDHP and the degree to which those who were more activated adopted productive health behaviors.This was a longitudinal study of employees of a large manufacturing company where a CDHP was offered along with a preferred provider organization in 2004. Two waves of survey data were collected with a final sample size of 1616 employees.The hypothesis that enrollees in a CDHP become more activated over time was not supported. However, the data suggest that those who were more activated were more likely to engage in the behaviors that CDHPs seek to encourage and to newly adopt these behaviors over time. This appeared to be true regardless of plan type.Even though CDHPs do not appear to foster activation, they may provide a supportive environment for those who are more activated to manage their health. Encouraging enrollment based on enrollee readiness to take advantage of the CDHP environment may be more productive than relying on plan designs alone to activate enrollees once they are enrolled.

In this paper we explore whether increasing individuals’ activation (self-management) levels could hold potential for reducing racial and ethnic disparities in health. A causal model is posited that assumes that social-environmental factors influence activation levels, which in turn influence health outcomes. Relationships are examined separately for whites and African Americans, and findings are supportive of the model for both groups. Simulations of what would happen to outcomes if there were racial parity in activation predict a narrowing of the racial gap in health and behavior. The findings suggest that a focus on increasing activation holds potential for addressing racial and ethnic disparities in health.

To examine the extent to which numeracy predicts consumer-directed health plan (CDHP) comprehension and health plan choice. Also, to test whether comprehension can be improved using different presentation approaches.We conducted an experimental laboratory study in which 303 adults viewed information about a hypothetical CDHP and a hypothetical preferred provider organization (PPO) presented in several different ways. Participants were randomized to view plan comparisons in a side-by-side or a common/unique format, and whether or not to view a framework.Participants completed a survey that included comprehension items, numeracy and literacy assessments, and sociodemographics. Multivariate regression models were developed to examine the independent effects of numeracy and presentation approach on CDHP comprehension and choice. Interactions between numeracy and presentation approaches were tested.Although less numerate consumers understood less about CDHPs, they were substantially more likely to select the CDHP. Providing an overarching framework to highlight the differences between the CDHP and PPO boosted comprehension on items related to the framework message. However, it reduced comprehension on items that were not related to the framework, particularly among the less numerate. Participants reported that the common/unique presentation of comparative information was easier to understand, yet there was a trend toward less comprehension using that presentation approach.This study highlights the difficulty many consumers have in understanding comparative plan information and in making informed healthcare choices. Findings also indicate that some presentation strategies may help the less skilled understand choices better.

Effective treatment of chronic illness requires active engagement of patients in managing their own conditions. This research explores the influence of provider support for self-management on patients' performance of self-care activities, a widely presumed but under-studied relationship, particularly among underserved populations. We surveyed an ethnically diverse, primarily low-income sample of 956 patients (or parents of pediatric patients) with diabetes or asthma in 17 outpatient teaching settings across the country. Multivariate analysis established that patients with strongly positive assessments of their providers were substantially more confident in self-care. Further, among patients with diabetes, high assessments of provider support, in comparison with low, were significantly associated with performance of self-management tasks, amounting to approximately one more day per week. These relationships were significant for patients with either illness and from varied socio-economic backgrounds. The results provide evidence of the validity of our measure of provider support, its relevance to underserved populations, and its usefulness for evaluating quality of care.

Medicaid managed care has been touted as an important vehicle for increasing physician participation in Medicaid. Although there is anecdotal evidence that the opportunity to participate in Medicaid via managed care increases physician participation, no empirical study has validated the claim. This study explores the relationship between Medicaid managed care penetration at the county-level and the likelihood that a physician practicing in that county will participate in Medicaid.We used 3 waves of a large, nationally representative sample of primary care physicians from the Community Tracking Study followed across time (1996-2001) to estimate the impact of changing Medicaid managed care penetration levels on physician participation in the program. County-level Medicaid managed care penetration rates were collected directly from state Medicaid agencies for the study.In cross-sectional bivariate and multivariate analyses, Medicaid managed care penetration is significantly associated with physician participation in Medicaid; however, the relationship is nonmonotonic, of small magnitude and generally not in the anticipated direction. Our analyses indicate that a 10 percentage point increase in managed care penetration would reduce the likelihood that physicians participate in Medicaid on average by 2.9 percentage points. Although commercial MCO penetration exhibited a small positive, linear relationship with physician participation, this was not sufficient to offset the effects of Medicaid-dominant MCO penetration. Panel data analysis supported these findings.This study failed to find that increases in Medicaid managed care lead to increased primary care physician participation in Medicaid during the period 1996-2001.

BackgroundThose who pay for health care are increasingly looking for strategies to influence individuals to take a more active role in managing their health. Incenting health plan members and/or employees to participate in wellness programs is a widely used approach. ObjectiveIn this study, we examine financial incentives to health plan members to participate in an online self-management/wellness program—US $20 for completing the patient activation measure (PAM) and an additional US $40 for completing 8 learning modules. We examined whether the characteristics of plan members differed by the degree to which they responded to the incentives. Further, we examined whether participation in the wellness program was associated with improvements in PAM scores and changes in health care utilization. MethodsThis retrospective study compared demographic characteristics and change in PAM scores and health utilization for 144,625 health plan members in 2011. Four groups were compared: (1) those who were offered the incentives but chose not to participate (n=128,634), (2) those who received the initial incentive (PAM only) but did not complete 8 topics (n=7099), (3) those who received both incentives (completing 8 topics but no more) (n=2693), and (4) those who received both incentives and continued using the online program beyond what was required by the incentives (n=6249). ResultsThe vast majority of health plan members did not participate in the program (88.91%, 128,634/144,675). Of those who participated, only 7099 of 16,041 (44.25%) completed the PAM for the first incentive, 2693 (16.79%) completed 8 topics for the second incentive, and 6249 (38.96%) received both incentives and continued using the program beyond the incentive requirements. Nonparticipants were more likely to be men and to have lower health risk scores on average than the other three groups of participants (P