88 results on '"Vecino Ortiz, A."'
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2. Mobile Phone Syndromic Surveillance for Respiratory Conditions in an Emergency (COVID-19) Context in Colombia: Representative Survey Design
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Andres I Vecino-Ortiz, Deivis Nicolas Guzman-Tordecilla, Vidhi Maniar, Sandra Agudelo-Londoño, Oscar Franco-Suarez, Nathaly Aya Pastrana, Mariana Rodríguez-Patarroyo, Marino Mejía-Rocha, Jaime Cardona, Mariangela Chavez Chamorro, and Dustin Gibson
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Public aspects of medicine ,RA1-1270 - Abstract
BackgroundSyndromic surveillance for respiratory infections such as COVID-19 is a crucial part of the public health surveillance toolkit as it allows decision makers to detect and prepare for new waves of the disease in advance. However, it is labor-intensive, costly, and increases exposure to survey personnel. This study assesses the feasibility of conducting a mobile phone–based respiratory syndromic surveillance program in a middle-income country during a public health emergency, providing data to support the inclusion of this method in the standard infection control protocols at the population level. ObjectiveThis study aims to assess the feasibility of a national active syndromic surveillance system for COVID-19 disease in Colombia. MethodsIn total, 2 pilots of syndromic mobile phone surveys (MPSs) were deployed using interactive voice response technology in Colombia (367 complete surveys in March 2022 and 451 complete surveys in April and May 2022). Respondents aged 18 years and older were sampled using random digit dialing, and after obtaining consent, they were sent a 10-minute survey with modules on sociodemographic status, respiratory symptoms, past exposure to COVID-19 infection and vaccination status, preferences about COVID-19 vaccination, and information source for COVID-19. Pilot 1 used a nationally representative sample while pilot 2 used quota sampling to yield representative results at the regional level. In this work, we assessed the performance characteristics of the survey pilots and compared the demographic information collected with a nationally representative household survey. ResultsFor both pilots, contact rates were between 1% and 2%, while participation rates were above 80%. The results revealed that younger, female, and higher educated participants were more likely to participate in the syndromic survey. Survey rates as well as demographics, COVID-19 vaccination status, and prevalence of respiratory symptoms are reported for both pilots. We found that respondents of the MPSs are more likely to be younger and female. ConclusionsIn a COVID-19 pandemic setting, using an interactive voice response MPS to conduct syndromic surveillance may be a transformational, low-risk, and feasible method to detect outbreaks. This evaluation expects to provide a path forward to the inclusion of MPSs as a traditional surveillance method.
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- 2024
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3. Recruiting hard-to-reach populations via respondent driven sampling for mobile phone surveys in Colombia: a qualitative study
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Camila Solorzano-Barrera, Mariana Rodriguez-Patarroyo, Angélica Tórres-Quintero, Deivis Nicolas Guzman-Tordecilla, Aixa Natalia Franco-Rodriguez, Vidhi Maniar, Prakriti Shrestha, Andrés I. Vecino-Ortiz, George W. Pariyo, Dustin G. Gibson, and Joseph Ali
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mobile phone surveys ,respondent driven sampling ,hard-to-reach population ,noncommunicable diseases ,older adults ,mhealth ,inclusion ,Public aspects of medicine ,RA1-1270 - Abstract
Background Uptake of mobile phone surveys (MPS) is increasing in many low- and middle-income countries, particularly within the context of data collection on non-communicable diseases (NCDs) behavioural risk factors. One barrier to collecting representative data through MPS is capturing data from older participants. Respondent driven sampling (RDS) consists of chain-referral strategies where existing study subjects recruit follow-up participants purposively based on predefined eligibility criteria. Adapting RDS strategies to MPS efforts could, theoretically, yield higher rates of participation for that age group. Objective To investigate factors that influence the perceived acceptability of a RDS recruitment method for MPS involving people over 45 years of age living in Colombia. Methods An MPS recruitment strategy deploying RDS techniques was piloted to increase participation of older populations. We conducted a qualitative study that drew from surveys with open and closed-ended items, semi-structured interviews for feedback, and focus group discussions to explore perceptions of the strategy and barriers to its application amongst MPS participants. Results The strategy’s success is affected by factors such as cultural adaptation, institutional credibility and public trust, data protection, and challenges with mobile phone technology. These factors are relevant to individuals’ willingness to facilitate RDS efforts targeting hard-to-reach people. Recruitment strategies are valuable in part because hard-to-reach populations are often most accessible through their contacts within their social network who can serve as trust liaisons and drive engagement. Conclusions These findings may inform future studies where similar interventions are being considered to improve access to mobile phone-based data collection amongst hard-to-reach groups.
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- 2024
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4. Group-based trajectory models of integrated vaccine delivery and equity in low- and middle-income countries
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Sanjana J. Ravi, Andrés I. Vecino-Ortiz, Christina M. Potter, Maria W. Merritt, and Bryan N. Patenaude
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Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Integrated vaccine delivery – the linkage of routine vaccination with provision of other essential health services – is a hallmark of robust primary care systems that has been linked to equitable improvements in population health outcomes. Methods We gathered longitudinal data relating to routine immunization coverage and vaccination equity in 78 low- and middle-income countries that have ever received support from Gavi, the Vaccine Alliance, using multiple imputation to handle missing values. We then estimated several group-based trajectory models to describe the relationship between integrated vaccine delivery and vaccination equity in these countries. Finally, we used multinomial logistic regression to identify predictors of group membership. Results We identified five distinct trajectories of geographic vaccination equity across both the imputed and non-imputed datasets, along with two and four trajectories of socioeconomic vaccination equity in the imputed and non-imputed datasets, respectively. Integration was associated with reductions in the slope index of inequality of measles vaccination in the countries analyzed. Integration was also associated with an increase in the percentage of districts reporting high measles vaccination coverage. Conclusions Integrated vaccine delivery is most strongly associated with improvements in vaccination equity in settings with high baseline levels of inequity. Continued scholarship is needed to further characterize the relationship between integration and health equity, as well as to improve measurement of vaccination coverage and integration.
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- 2024
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5. A nationwide mobile phone survey for tobacco use in Tanzania: Sample quality and representativeness compared to a household survey
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Al Kibria, Gulam Muhammed, Kagoro, Frank, Pariyo, George, Ali, Joseph, Hassan, Farida, Kilambo, John W., Petro, Irene, Maniar, Vidhi, Kaufman, Michelle R., Vecino-Ortiz, Andres, Ahmed, Saifuddin, Masanja, Honorati, and Gibson, Dustin G.
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- 2024
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6. A nationwide mobile phone survey for tobacco use in Tanzania: Sample quality and representativeness compared to a household survey
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Gulam Muhammed Al Kibria, Frank Kagoro, George Pariyo, Joseph Ali, Farida Hassan, John W. Kilambo, Irene Petro, Vidhi Maniar, Michelle R. Kaufman, Andres Vecino-Ortiz, Saifuddin Ahmed, Honorati Masanja, and Dustin G. Gibson
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Mobile phone survey ,Survey findings ,Interactive voice response ,Tobacco use ,Data collection ,Medicine - Abstract
We investigated the feasibility of an interactive voice response (IVR) survey in Tanzania and compared its prevalence estimates for tobacco use to the estimates of the 'Global Adult Tobacco Survey (GATS) 2018′. IVR participants were enrolled by random digit dialing. Quota sampling was employed to achieve the required sample sizes of age-sex strata: sex (male/female) and age (18–29-, 30–44-, 45–59-, and ≥60-year-olds). GATS was a nationally representative survey and used a multistage stratified cluster sampling design. The IVR sample’s weights were generated using the inverse proportional weighting (IPW) method with a logit model and the standard age-sex distribution of Tanzania. The IVR and GATS had 2362 and 4555 participants, respectively. Compared to GATS, the unweighted IVR sample had a higher proportion of males (58.7 % vs. 43.2 %), educated people (secondary/above education: 43.3 % vs. 21.1 %), and urban residents (56.5 % vs. 40 %). The weighted prevalence (95 % confidence interval (CI)) of current smoking was 4.99 % (4.11–6.04), 5.22 % (4.36–6.24), and 7.36 % (6.51–8.31) among IVR (IPW), IVR (age-sex standard), and GATS samples, respectively; the weighted prevalence (95 % CI) of smokeless tobacco use was similar: 3.54 % (2.73–4.57), 3.58 % (2.80–4.56), and 2.43 % (1.98–2.98), respectively. Most differences in point estimates for tobacco indicators were small (
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- 2024
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7. Improving COVID-19 vaccine uptake: a message co-design process for a national mHealth intervention in Colombia
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Nathaly Aya Pastrana, Sandra Agudelo-Londoño, Oscar Franco-Suarez, Jessica Otero Machuca, Deivis Nicolás Guzman-Tordecilla, María Camila López Sánchez, Mariana Rodriguez-Patarroyo, Cristhian Alejandro Rivera-Sánchez, Daniella Castro-Barbudo, Antonio J. Trujillo, Vidhi Maniar, and Andres I. Vecino-Ortiz
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co-design ,intervention development ,covid-19 vaccination ,behavior change ,message design ,Public aspects of medicine ,RA1-1270 - Abstract
Background COVID-19 vaccination is a global priority. Latin American countries have some of the highest COVID-19 death rates worldwide with vaccination hampered by a variety of reasons, including mis- and disinformation, vaccine hesitancy, and vaccine supply constraints. Addressing vaccine hesitancy through effective messages has been found to help increase vaccine uptake. Participatory processes could be used to co-design health messages for this purpose. Objective This article describes the methodology used to co-design evidence-based audio messages to be deployed in a cohort of individuals through an interactive voice response (IVR) mobile phone survey intervention, aimed towards increasing vaccination uptake in an adult population in Colombia. Methods Participants of the COVID-19 vaccination message co-design process included a sample of the general population of the country, representatives of the funder organisation, and research team members. The co-design process consisted of four phases: (1) formative quantitative and qualitative research, (2) message drafting based on the results of the formative research, (3) message content evaluation, and (4) evaluation of the voices to deliver the audio messages; and was informed by reflexive meetings. Results Three categories of evidence-based audio messages were co-designed, each corresponding to an arm of the mHealth intervention: (1) factual messages, (2) narrative messages, and (3) mixed messages. An additional fourth arm with no message was proposed for control. The iterative co-design process ended with a total of 14 audio messages recorded to be deployed via the intervention. Conclusions Co-developing health messages in response to health emergencies is possible. Adopting more context-relevant, participatory, people-centred, and reflexive multidisciplinary approaches could help develop solutions that are more responsive to the needs of populations and public health priorities. Investing resources in message co-design is deemed to have a greater potential for influencing behaviours and improving health outcomes.
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- 2023
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8. Examination of the demographic representativeness of a cross-sectional mobile phone survey in collecting health data in Colombia using random digit dialling
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Andres I Vecino-Ortiz, Saifuddin Ahmed, Dustin G Gibson, Joseph Ali, Deivis Nicolas Guzman-Tordecilla, Angélica Torres-Quintero, Camila Solorzano-Barrera, Rolando Enrique Peñaloza-Quintero, George W Pariyo, and Vidhi Maniar
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Medicine - Abstract
Objectives As mobile phone ownership becomes more widespread in low-income and middle-income countries, mobile phone surveys (MPSs) present an opportunity to collect data on health more cost-effectively. However, selectivity and coverage biases in MPS are concerns, and there is limited information about the population-level representativeness of these surveys compared with household surveys. This study aims at comparing the sociodemographic characteristics of the respondents of an MPS on non-communicable disease risk factors to a household survey in Colombia.Design Cross-sectional study. We used a random digit dialling method to select the samples for calling mobile phone numbers. The survey was conducted using two modalities: computer-assisted telephone interviews (CATIs) and interactive voice response (IVR). The participants were assigned randomly to one of the survey modalities based on a targeted sampling quota stratified by age and sex. The Quality-of-Life Survey (ECV), a nationally representative survey conducted in the same year of the MPS, was used as a reference to compare the sample distributions by sociodemographic characteristics of the MPS data. Univariate and bivariate analyses were performed to evaluate the population representativeness between the ECV and the MPSs.Setting The study was conducted in Colombia in 2021.Participants Population at least 18 years old with a mobile phone.Results We completed 1926 and 2983 interviews for CATI and IVR, respectively. We found that the MPS data have a similar (within 10% points) age–sex data distribution compared with the ECV dataset for some subpopulations, mainly for young populations, people with none/primary and secondary education levels, and people who live in urban and rural areas.Conclusions This study shows that MPS could collect similar data to household surveys in terms of age, sex, high school education level and geographical area for some population categories. Strategies are needed to improve representativeness of the under-represented groups.
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- 2023
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9. Saving lives through road safety risk factor interventions: global and national estimates
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Vecino-Ortiz, Andres I, Nagarajan, Madhuram, Elaraby, Sarah, Guzman-Tordecilla, Deivis Nicolas, Paichadze, Nino, and Hyder, Adnan A
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- 2022
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10. Cost-effectiveness of the COVID-19 test, trace and isolate program in Colombia
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Guzmán Ruiz, Yenny, Vecino-Ortiz, Andres I., Guzman-Tordecilla, Nicolás, Peñaloza-Quintero, Rolando Enrique, Fernández-Niño, Julián A., Rojas-Botero, Maylen, Ruiz Gomez, Fernando, Sullivan, Sean D., and Trujillo, Antonio J.
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- 2022
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11. Improving success of non-communicable diseases mobile phone surveys: Results of two randomized trials testing interviewer gender and message valence in Bangladesh and Uganda.
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Alain Labrique, Madhuram Nagarajan, Gulam Muhammed Al Kibria, Andres Vecino-Ortiz, George W Pariyo, Joseph Ali, Michelle R Kaufman, and Dustin Gibson
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Medicine ,Science - Abstract
IntroductionAlthough interactive voice response (IVR) is a promising mobile phone survey (MPS) method for public health data collection in low- and middle-income countries (LMICs), participation rates for this method remain lower than traditional methods. This study tested whether using different introductory messages increases the participation rates of IVR surveys in two LMICs, Bangladesh and Uganda.MethodsWe conducted two randomized, controlled micro-trials using fully-automated random digit dialing to test the impact of (1) the gender of the speaker recording the survey (i.e., survey voice); and (2) the valence of the invitation to participate in the survey (i.e., survey introduction) on response and cooperation rates. Participants indicated their consent by using the keypad of cellphones. Four study arms were compared: (1) male and informational (MI); (2) female and information (FI); (3) male and motivational (MM); and (4) female and motivational (FM).ResultsBangladesh and Uganda had 1705 and 1732 complete surveys, respectively. In both countries, a majority of the respondents were males, young adults (i.e., 18-29-year-olds), urban residents, and had O-level/above education level. In Bangladesh, the contact rate was higher in FI (48.9%), MM (50.0%), and FM (55.2%) groups than in MI (43.0%); the response rate was higher in FI (32.3%) and FM (33.1%) but not in MM (27.2%) and MI (27.1%). Some differences in cooperation and refusal rates were also observed. In Uganda, MM (65.4%) and FM (67.9%) had higher contact rates than MI (60.8%). The response rate was only higher in MI (52.5%) compared to MI (45.9%). Refusal and cooperation rates were similar. In Bangladesh, after pooling by introductions, female arms had higher contact (52.1% vs 46.5%), response (32.7% vs 27.1%), and cooperation (47.8% vs 40.4%) rates than male arms. Pooling by gender showed higher contact (52.3% vs 45.6%) and refusal (22.5% vs 16.3%) rates but lower cooperation rate (40.0% vs 48.2%) in motivational arms than informational arms. In Uganda, pooling intros did not show any difference in survey rates by gender; however, pooling by intros showed higher contact (66.5% vs 61.5%) and response (50.0% vs 45.2%) rates in motivational arms than informational arms.ConclusionOverall, we found higher survey rates among female voice and motivational introduction arms compared to male voice and informational introduction arm in Bangladesh. However, Uganda had higher rates for motivational intro arms only compared to informational arms. Gender and valence must be considered for successful IVR surveys.Trial registrationName of the registry: ClinicalTrials.gov. Trial registration number: NCT03772431. Date of registration: 12/11/2018, Retrospectively Registered. URL of trial registry record: https://clinicaltrials.gov/ct2/show/NCT03772431?term=03772431&cond=Non-Communicable+Disease&draw=2&rank=1. Protocol Availability: https://www.researchprotocols.org/2017/5/e81.
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- 2023
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12. Examining the cost-effectiveness of personal protective equipment for formal healthcare workers in Kenya during the COVID-19 pandemic
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Jacob Kazungu, Kenneth Munge, Kalin Werner, Nicholas Risko, Andres I. Vecino-Ortiz, and Vincent Were
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Cost-effectiveness ,Return on investment ,PPE ,Healthcare workers ,Front-line workers ,COVID-19 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Healthcare workers are at a higher risk of COVID-19 infection during care encounters compared to the general population. Personal Protective Equipment (PPE) have been shown to protect COVID-19 among healthcare workers, however, Kenya has faced PPE shortages that can adequately protect all healthcare workers. We, therefore, examined the health and economic consequences of investing in PPE for healthcare workers in Kenya. Methods We conducted a cost-effectiveness and return on investment (ROI) analysis using a decision-analytic model following the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) guidelines. We examined two outcomes: 1) the incremental cost per healthcare worker death averted, and 2) the incremental cost per healthcare worker COVID-19 case averted. We performed a multivariate sensitivity analysis using 10,000 Monte Carlo simulations. Results Kenya would need to invest $3.12 million (95% CI: 2.65–3.59) to adequately protect healthcare workers against COVID-19. This investment would avert 416 (IQR: 330–517) and 30,041 (IQR: 7243 – 102,480) healthcare worker deaths and COVID-19 cases respectively. Additionally, such an investment would result in a healthcare system ROI of $170.64 million (IQR: 138–209) – equivalent to an 11.04 times return. Conclusion Despite other nationwide COVID-19 prevention measures such as social distancing, over 70% of healthcare workers will still be infected if the availability of PPE remains scarce. As part of the COVID-19 response strategy, the government should consider adequate investment in PPE for all healthcare workers in the country as it provides a large return on investment and it is value for money.
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- 2021
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13. A cost study for mobile phone health surveys using interactive voice response for assessing risk factors of noncommunicable diseases
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Andres I. Vecino-Ortiz, Madhuram Nagarajan, Kenneth Roger Katumba, Shamima Akhter, Raymond Tweheyo, Dustin G. Gibson, Joseph Ali, Elizeus Rutebemberwa, Iqbal Ansary Khan, Alain Labrique, and George W. Pariyo
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Mobile phone surveys ,Noncommunicable chronic diseases ,Cost study ,Surveillance ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background This is the first study to examine the costs of conducting a mobile phone survey (MPS) through interactive voice response (IVR) to collect information on risk factors for noncommunicable diseases (NCD) in three low- and middle-income countries (LMIC); Bangladesh, Colombia, and Uganda. Methods This is a micro-costing study conducted from the perspective of the payer/funder with a 1-year horizon. The study evaluates the fixed costs and variable costs of implementing one nationally representative MPS for NCD risk factors of the adult population. In this costing study, we estimated the sample size of calls required to achieve a population-representative survey and associated incentives. Cost inputs were obtained from direct economic costs incurred by a central study team, from country-specific collaborators, and from platform developers who participated in the deployment of these MPS during 2017. Costs were reported in US dollars (USD). A sensitivity analysis was conducted assessing different scenarios of pricing and incentive strategies. Also, costs were calculated for a survey deployed targeting only adults younger than 45 years. Results We estimated the fixed costs ranging between $47,000 USD and $74,000 USD. Variable costs were found to be between $32,000 USD and $129,000 USD per nationally representative survey. The main cost driver was the number of calls required to meet the sample size, and its variability largely depends on the extent of mobile phone coverage and access in the country. Therefore, a larger number of calls were estimated to survey specific harder-to-reach sub-populations. Conclusion Mobile phone surveys have the potential to be a relatively less expensive and timely method of collecting survey information than face-to-face surveys, allowing decision-makers to deploy survey-based monitoring or evaluation programs more frequently than it would be possible having only face-to-face contact. The main driver of variable costs is survey time, and most of the variability across countries is attributable to the sampling differences associated to reaching out to population subgroups with low mobile phone ownership or access.
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- 2021
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14. A Novel Score for mHealth Apps to Predict and Prevent Mortality: Further Validation and Adaptation to the US Population Using the US National Health and Nutrition Examination Survey Data Set
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Shatha Elnakib, Andres I Vecino-Ortiz, Dustin G Gibson, Smisha Agarwal, Antonio J Trujillo, Yifan Zhu, and Alain B Labrique
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Public aspects of medicine ,RA1-1270 - Abstract
BackgroundThe C-Score, which is an individual health score, is based on a predictive model validated in the UK and US populations. It was designed to serve as an individualized point-in-time health assessment tool that could be integrated into clinical counseling or consumer-facing digital health tools to encourage lifestyle modifications that reduce the risk of premature death. ObjectiveOur study aimed to conduct an external validation of the C-Score in the US population and expand the original score to improve its predictive capabilities in the US population. The C-Score is intended for mobile health apps on wearable devices. MethodsWe conducted a literature review to identify relevant variables that were missing in the original C-Score. Subsequently, we used data from the 2005 to 2014 US National Health and Nutrition Examination Survey (NHANES; N=21,015) to test the capacity of the model to predict all-cause mortality. We used NHANES III data from 1988 to 1994 (N=1440) to conduct an external validation of the test. Only participants with complete data were included in this study. Discrimination and calibration tests were conducted to assess the operational characteristics of the adapted C-Score from receiver operating curves and a design-based goodness-of-fit test. ResultsHigher C-Scores were associated with reduced odds of all-cause mortality (odds ratio 0.96, P0.72. A sensitivity analysis using NHANES III data (1988-1994) was performed, yielding similar results. The inclusion of sociodemographic and clinical variables in the basic C-Score increased the AUCs from 0.72 (95% CI 0.71-0.73) to 0.87 (95% CI 0.85-0.88). ConclusionsOur study shows that this digital biomarker, the C-Score, has good capabilities to predict all-cause mortality in the general US population. An expanded health score can predict 87% of the mortality in the US population. This model can be used as an instrument to assess individual mortality risk and as a counseling tool to motivate behavior changes and lifestyle modifications.
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- 2022
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15. El estrés crónico como mediador de la relación entre la posición socioeconómica y el cumplimiento del tratamiento farmacológico en pacientes hipertensos
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César Merino-Soto, Deivis Nicolás Guzmán-Tordecilla, Andrés Ignacio Vecino-Ortiz, Diego Lucumí, and Graciela Mentz
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estrés psicológico ,Medicine ,Arctic medicine. Tropical medicine ,RC955-962 - Published
- 2020
16. El estrés crónico como mediador de la relación entre la posición socioeconómica y el cumplimiento del tratamiento farmacológico de pacientes hipertensos
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Deivis Nicolás Guzmán-Tordecilla, Andrés Ignacio Vecino-Ortiz, Diego Lucumí, and Graciela Mentz
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estrés psicológico ,hipertensión ,cumplimiento del tratamiento ,cumplimiento de la medicación ,clase social ,colombia ,Medicine ,Arctic medicine. Tropical medicine ,RC955-962 - Abstract
Introducción. La hipertensión arterial sistémica es un problema de salud pública en el mundo. En Colombia, su prevalencia es del 25 % y la mortalidad es alta. Los factores psicosociales que afectan el cumplimiento del tratamiento farmacológico no han sido estudiados suficientemente. En otros países, se ha estudiado el papel del estrés crónico en la relación entre la posición socioeconómica y el cumplimiento del tratamiento farmacológico antihipertensivo. Objetivo. Examinar el papel del estrés crónico como mediador de la relación entre la posición socioeconómica y el cumplimiento del tratamiento farmacológico, en pacientes hipertensos de 45 a 70 años en el 2015 y el 2016. Materiales y métodos. Se hizo un estudio transversal de una población de pacientes hipertensos. Los datos provienen de la muestra seleccionada para el programa “De todo corazón” en Bogotá, Medellín y Quibdó. El análisis estadístico de los datos se hizo mediante análisis factorial y regresiones multivariadas. Resultados. Los resultados confirmaron una asociación positiva entre la posición socioeconómica y el grado de cumplimiento del tratamiento farmacológico, y una relación negativa entre la primera y el estrés crónico. Además, se evidenció que el estrés tiene una asociación negativa con el grado de cumplimiento. Conclusiones. Los resultados sugieren que el estrés no es un mediador entre la posición socioeconómica y el cumplimiento del tratamiento farmacológico antihipertensivo en Colombia. Se requieren estudios adicionales para confirmar estas relaciones con una muestra más amplia.
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- 2020
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17. Cost-Effectiveness of the COVID-19 Test, Trace and Isolate Program in Colombia
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Yenny Guzmán Ruiz, Andres I. Vecino-Ortiz, Nicolás Guzman-Tordecilla, Rolando Enrique Peñaloza-Quintero, Julián A. Fernández-Niño, Maylen Rojas-Botero, Fernando Ruiz Gomez, Sean D. Sullivan, and Antonio J. Trujillo
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Test-Trace-Isolate (TTI) ,Cost-effectiveness analysis ,COVID-19 ,risk assessment and mitigation ,Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: During the COVID-19 pandemic, Test-Trace-Isolate (TTI) programs have been recommended as a risk mitigation strategy. However, many governments have hesitated to implement them due to their costs. This study aims to estimate the cost-effectiveness of implementing a national TTI program to reduce the number of severe and fatal cases of COVID-19 in Colombia. Methods: We developed a Markov simulation model of COVID-19 infection combined with a Susceptible-Infected-Recovered structure. We estimated the incremental cost-effectiveness of a comprehensive TTI strategy compared to no intervention over a one-year horizon, from both the health system and the societal perspective. Hospitalization and mortality rates were retrieved from Colombian surveillance data. We included program costs of TTI intervention, health services utilization, PCR diagnosis test, productivity loss, and government social program costs. We used the number of deaths and quality-adjusted life years (QALYs) as health outcomes. Sensitivity analyses were performed. Findings: Compared with no intervention, the TTI strategy reduces COVID-19 mortality by 67%. In addition, the program saves an average of $1,045 and $850 per case when observed from the social and the health system perspective, respectively. These savings are equivalent to two times the current health expenditures in Colombia per year. Interpretation: The TTI program is a highly cost-effective public health intervention to reduce the burden of COVID-19 in Colombia. TTI programs depend on their successful and speedy implementation. Funding: This study was supported by the Colombian Ministry of Health through award number PUJ-04519-20 received by EPQ AVO and SDS declined to receive any funding support for this study. The contents are the responsibility of all the individual authors.
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- 2022
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18. Remote consent approaches for mobile phone surveys of non-communicable disease risk factors in Colombia and Uganda: A randomized study.
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Joseph Ali, Madhuram Nagarajan, Erisa S Mwaka, Elizeus Rutebemberwa, Andres I Vecino-Ortiz, Angelica Tórres Quintero, Mariana Rodriguez-Patarroyo, Vidhi Maniar, Gulam Muhammed Al Kibria, Alain B Labrique, George W Pariyo, and Dustin G Gibson
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Medicine ,Science - Abstract
IntroductionAutomated mobile phone surveys (MPS) can be used to collect public health data of various types to inform health policy and programs globally. One challenge in administering MPS is identification of an appropriate and effective participant consent process. This study investigated the impact of different survey consent approaches on participant disposition (response characteristics and understanding of the purpose of the survey) within the context of an MPS that measured noncommunicable disease (NCD) risk factors across Colombia and Uganda.MethodsParticipants were randomized to one of five consent approaches, with consent modules varying by the consent disclosure and mode of authorization. The control arm consisted of a standard consent disclosure and a combined opt-in/opt-out mode of authorization. The other four arms consist of a modified consent disclosure and one of four different forms of authorization (i.e., opt-in, opt-out, combined opt-in/opt-out, or implied). Data related to respondent disposition and respondent understanding of the survey purpose were analyzed.ResultsAmong 1889 completed surveys in Colombia, differences in contact, response, refusal, and cooperation rates by study arms were found. About 68% of respondents correctly identified the survey purpose, with no significant difference by study arm. Participants reporting higher levels of education and urban residency were more likely to identify the purpose correctly. Participants were also more likely to accurately identify the survey purpose after completing several survey modules, compared to immediately following the consent disclosure (78.8% vs 54.2% correct, pConclusionThis study contributes to the limited available evidence regarding consent procedures for automated MPS. Future studies should develop and trial additional interventions to enhance consent for automated public health surveys, and measure other dimensions of participant engagement and understanding.
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- 2022
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19. Examining the cost-effectiveness of personal protective equipment for formal healthcare workers in Kenya during the COVID-19 pandemic
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Kazungu, Jacob, Munge, Kenneth, Werner, Kalin, Risko, Nicholas, Vecino-Ortiz, Andres I., and Were, Vincent
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- 2021
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20. A cost study for mobile phone health surveys using interactive voice response for assessing risk factors of noncommunicable diseases
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Vecino-Ortiz, Andres I., Nagarajan, Madhuram, Katumba, Kenneth Roger, Akhter, Shamima, Tweheyo, Raymond, Gibson, Dustin G., Ali, Joseph, Rutebemberwa, Elizeus, Khan, Iqbal Ansary, Labrique, Alain, and Pariyo, George W.
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- 2021
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21. Gun-carrying restrictions and gun-related mortality, Colombia: a difference-in-difference design with fixed effects/Restriction du port d'armes et mortalite liee aux armes a feu en Colombie : la methode des doubles differences a effets fixes/Restricciones al porte de armas y mortalidad relacionada con las armas, Colombia: un modelo de diferencia en diferencias con efectos fijos
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Vecino-Ortiz, Andres I. and Guzman-Tordecilla, Deivis N.
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Mortality -- Brazil -- Colombia -- Spain ,Firearms -- Comparative analysis -- Health aspects ,Health - Abstract
Objective To assess the effect of a permanent gun-carrying restriction on gun-related mortality in Colombia between 2008 and 2014, and determine differences in the effect of the restriction by place of death and sex. Methods In 2012, Bogota and Medellin introduced a permanent gun-carrying restriction. We compared gun-related mortality rates in these cities (intervention cities) with the rates in all other Colombian cities with more than 500 000 inhabitants (control cities). We used data from the Colombian National Department of Statistics to calculate monthly gun-related mortality rates between 2008 and 2014 for intervention and control cities. We used a differences-in-differences method with fixed effects to assess differences in gun-related mortality in intervention and control cities before and after the introduction of the gun-carrying restriction. We stratified effects by place of death (public area or residence) and sex. We made robustness checks to test the assumptions of the models. Findings Gun-related deaths in the control and intervention cities decreased between 2008 and 2014; however, the decrease was greater in the intervention cities (from 20.29 to 14.93 per 100 000 population; 26.4%) than in the control cities (from 37.88 to 34.56 per 100 000 population; 8.8%). The restriction led to a 22.3% reduction in the monthly gun-related mortality rate in Bogota and Medellin. The reduction was greater in public areas and for males. Robustness checks supported the assumptions of the models. Conclusion The permanent restriction on carrying guns reduced gun-related deaths. This policy could be used to reduce gun-related injuries in urban centres of other countries with large numbers of gun-related deaths. Objectif Evaluer I'impact d'une restriction permanente du port d'armes sur le taux de mortalite lie aux armes a feu en Colombie entre 2008 et 2014, et determiner les differences d'impact de cette restriction en fonction du lieu du deces et du sexe. Methodes En 2012, Bogota et Medellin ont instaure une restriction permanente du port d'armes. Nous avons compare les taux de mortalite lies aux armes a feu dans ces villes (villes d'intervention) avec les taux observes dans l'ensemble des autres villes colombiennes de plus de 500 000 habitants (villes de controle). Les donnees fournies par le Departement administratif national de la statistique en Colombie nous ont permis de calculer les taux de mortalite lies aux armes a feu entre 2008 et 2014 dans les villes d'intervention et de controle. Nous avons utilise la methode des doubles differences a effets fixes pour mesurer les disparites entre la mortalite liee aux armes a feu dans les villes d'intervention et de controle, avant et apres l'instauration de la restriction du port d'armes. Nous avons ensuite segmente les resultats en fonction du lieu du deces (espace public ou domicile) et du sexe. Nous avons egalement procede a des tests de robustesse pour evaluer les hypotheses des modeles. Resultats Les deces causes par des armes a feu dans les villes de controle et d'intervention ont diminue entre 2008 et 2014. Cependant, la diminution etait plus importante dans les villes d'intervention (de 20,29 a 14,93 par 100 000 habitants ; 26,4 %) que dans les villes de controle (de 37,88 a 34,56 par 100 000 habitants ; 8,8 %). La restriction a entraine une baisse de 22,3 % de la mortalite mensuelle liee aux armes a feu, tant a Bogota qu'a Medellin. Cette baisse s'est averee plus importante dans les espaces publics et pour les individus de sexe masculin. Les tests de robustesse ont confirme les hypotheses des modeles. Conclusion La restriction permanente du port d'armes a un impact positif sur la mortalite liee aux armes a feu. Cette politique pourrait etre employee par d'autres pays ou le nombre de deces attribuables aux armes a feu est eleve, afin de reduire le nombre de blessures par balles dans les centres urbains. Objetivo Evaluar el efecto de una restriccion permanente al porte de armas en la mortalidad relacionada con las armas en Colombia entre 2008 y 2014, y determinar las diferencias en el efecto de la restriccion por lugar de muerte y sexo. Metodos En 2012, Bogota y Medellin establecieron una restriccion permanente al porte de armas. Se compararon las tasas de mortalidad por arma de fuego en estas ciudades (ciudades de intervencion) con las tasas en todas las demas ciudades colombianas con mas de 500.000 habitantes (ciudades de control). Se utilizaron los datos del Departamento Nacional de Estadistica de Colombia para calcular las tasas mensuales de mortalidad por armas de fuego entre 2008 y 2014 para las ciudades de intervencion y control. Se utilizo un metodo de diferencia en diferencias con efectos fijos para evaluar las diferencias en la mortalidad relacionada con armas de fuego en las ciudades de intervencion y control antes y despues del establecimiento de la restriccion al porte de armas. Se estratificaron los efectos por lugar de muerte (area publica o residencia) y sexo. Se realizaron controles de solidez para probar los supuestos de los modelos. Resultado Las muertes relacionadas con armas de fuego en las ciudades de control e intervencion disminuyeron entre 2008 y 2014; sin embargo, la disminucion fue mayor en las ciudades de intervencion (de 20, 29 a 14,93 por cada 100.000 habitantes; 26,4 %) que en las ciudades de control (de 37,88 a 34,56 por cada 100.000 habitantes; 8,8 %). La restriccion condujo a una reduccion del 22,3 % en la tasa mensual de mortalidad relacionada con armas de fuego en Bogota y Medellin. La reduccion fue mayor en las areas publicas y en los hombres. Los controles de solidez apoyaron los supuestos de los modelos. Conclusion La restriccion permanente al porte de armas redujo las muertes relacionadas con las armas. Esta politica podria ser utilizada para reducir las lesiones relacionadas con armas de fuego en los centros urbanos de otros paises con un gran numero de muertes relacionadas con este tipo de armas., Introduction Estimations show that 251 000 people died in 2016 from gun-related injuries worldwide and nine out of 10 violent deaths take place outside of conflict situations. (1, 2) About [...]
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- 2020
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22. Impact of a multiplex PCR point-of-care test for influenza A/B and respiratory syncytial virus on an acute pediatric hospital ward
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Vecino-Ortiz, Andres I., Goldenberg, Simon D., Douthwaite, Sam T., Cheng, Chih-Yuan, Glover, Rebecca E., Mak, Catherine, and Adams, Elisabeth J.
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- 2018
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23. A tax on sugar sweetened beverages in Colombia: Estimating the impact on overweight and obesity prevalence across socio economic levels
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Vecino-Ortiz, Andres I. and Arroyo-Ariza, Daniel
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- 2018
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24. Effective interventions for unintentional injuries: a systematic review and mortality impact assessment among the poorest billion
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Vecino-Ortiz, Andres I, Jafri, Aisha, and Hyder, Adnan A
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- 2018
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25. Impact of contact tracing on COVID-19 mortality: An impact evaluation using surveillance data from Colombia.
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Andres I Vecino-Ortiz, Juliana Villanueva Congote, Silvana Zapata Bedoya, and Zulma M Cucunuba
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Medicine ,Science - Abstract
BackgroundContact tracing is a crucial part of the public health surveillance toolkit. However, it is labor-intensive and costly to carry it out. Some countries have faced challenges implementing contact tracing, and no impact evaluations using empirical data have assessed its impact on COVID-19 mortality. This study assesses the impact of contact tracing in a middle-income country, providing data to support the expansion and optimization of contact tracing strategies to improve infection control.MethodsWe obtained publicly available data on all confirmed COVID-19 cases in Colombia between March 2 and June 16, 2020. (N = 54,931 cases over 135 days of observation). As suggested by WHO guidelines, we proxied contact tracing performance as the proportion of cases identified through contact tracing out of all cases identified. We calculated the daily proportion of cases identified through contact tracing across 37 geographical units (32 departments and five districts). Further, we used a sequential log-log fixed-effects model to estimate the 21-days, 28-days, 42-days, and 56-days lagged impact of the proportion of cases identified through contact tracing on daily COVID-19 mortality. Both the proportion of cases identified through contact tracing and the daily number of COVID-19 deaths are smoothed using 7-day moving averages. Models control for the prevalence of active cases, second-degree polynomials, and mobility indices. Robustness checks to include supply-side variables were performed.ResultsWe found that a 10 percent increase in the proportion of cases identified through contact tracing is related to COVID-19 mortality reductions between 0.8% and 3.4%. Our models explain between 47%-70% of the variance in mortality. Results are robust to changes of specification and inclusion of supply-side variables.ConclusionContact tracing is instrumental in containing infectious diseases. Its prioritization as a surveillance strategy will substantially impact reducing deaths while minimizing the impact on the fragile economic systems of lower and middle-income countries. This study provides lessons for other LMIC.
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- 2021
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26. Adaptation of a mobile phone health survey for risk factors for noncommunicable diseases in Colombia: a qualitative study
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Angelica Torres-Quintero, Angela Vega, Dustin G. Gibson, Mariana Rodriguez-Patarroyo, Stephanie Puerto, George W. Pariyo, Joseph Ali, Adnan A. Hyder, Alain Labrique, Hannah Selig, Rolando Enrique Peñaloza, and Andres I. Vecino-Ortiz
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mobile phone surveys ,noncommunicable diseases ,risk factors ,digital health ,mhealth ,health surveys ,low- and middle-income countries ,Public aspects of medicine ,RA1-1270 - Abstract
Background Data collection on noncommunicable disease (NCD) behavioral risk factors has traditionally been carried out through face-to-face surveys. However, its high costs and logistical difficulties can lead to lack of timely statistics for planning, particularly in low and middle-income countries. Mobile phone surveys (MPS) have the potential to fill these gaps. Objective This study explores perceptions, feasibility and strategies to increase the acceptability and response rate of health surveys administered through MPS using interactive voice response in Colombia. Method A sequential multimodal exploratory design was used. We conducted key informant interviews (KII) with stakeholders from government and academia; focus group discussions (FGDs) and user-group tests (UGTs) with young adults and elderly people living in rural and urban settings (men and women). The KII and FGDs explored perceptions of using mobile phones for NCD surveys. In the UGTs, participants were administered an IVR survey, and they provided feedback on its usability and potential improvement. Results Between February and November 2017, we conducted 7 KII, 6 FGDs (n = 54) and 4 UGTs (n = 34). Most participants consider MPS is a novel way to explore risk factors in NCDs. They also recognize challenges for their implementation including security issues, technological literacy and telecommunications coverage, especially in rural areas. It was recommended to promote the survey using mass media before its deployment and stressing its objectives, responsible institution and data privacy safeguards. The preferences in the survey administration relate to factors such as skills in the use of mobile phones, age, availability of time and educational level. The participants recommend questionnaires shorter than 10 minutes. Conclusions The possibility of obtaining data through MPS at a population level represents an opportunity to improve the availability of risk-factor data. Steps towards increasing the acceptability and overcoming technological and methodological challenges need to be taken.
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- 2020
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27. Presenteeism, Absenteeism, and Lost Work Productivity among Depressive Patients from Five Cities of Colombia
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Uribe, José Miguel, Pinto, Diana M., Vecino-Ortiz, Andres I., Gómez-Restrepo, Carlos, and Rondón, Martín
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- 2017
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28. Cost-effectiveness and return on investment of protecting health workers in low- and middle-income countries during the COVID-19 pandemic.
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Nicholas Risko, Kalin Werner, O Agatha Offorjebe, Andres I Vecino-Ortiz, Lee A Wallis, and Junaid Razzak
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Medicine ,Science - Abstract
BackgroundIn this paper, we predict the health and economic consequences of immediate investment in personal protective equipment (PPE) for health care workers (HCWs) in low- and middle-income countries (LMICs).MethodsTo account for health consequences, we estimated mortality for HCWs and present a cost-effectiveness and return on investment (ROI) analysis using a decision-analytic model with Bayesian multivariate sensitivity analysis and Monte Carlo simulation. Data sources included inputs from the World Health Organization Essential Supplies Forecasting Tool and the Imperial College of London epidemiologic model.ResultsAn investment of $9.6 billion USD would adequately protect HCWs in all LMICs. This intervention would save 2,299,543 lives across LMICs, costing $59 USD per HCW case averted and $4,309 USD per HCW life saved. The societal ROI would be $755.3 billion USD, the equivalent of a 7,932% return. Regional and national estimates are also presented.DiscussionIn scenarios where PPE remains scarce, 70-100% of HCWs will get infected, irrespective of nationwide social distancing policies. Maintaining HCW infection rates below 10% and mortality below 1% requires inclusion of a PPE scale-up strategy as part of the pandemic response. In conclusion, wide-scale procurement and distribution of PPE for LMICs is an essential strategy to prevent widespread HCW morbidity and mortality. It is cost-effective and yields a large downstream return on investment.
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- 2020
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29. Drink driving and speeding in Sao Paulo, Brazil: empirical cross-sectional study (2015–2018)
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Katharine A Allen, Adnan A Hyder, Andres I Vecino-Ortiz, Gabriel Andreuccetti, Vilma Leyton, Heráclito Barbosa Carvalho, Daniele M Sinagawa, Henrique S Bombana, and Julio C Ponce
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Medicine - Abstract
Objectives To evaluate the prevalence of drink driving and speeding during 2015–2018 in Sao Paulo, Brazil.Design Cross-sectional observational study.Setting Roads representing the five main regions of the city of Sao Paulo in Brazil, one of the world’s largest urban areas.Participants Drivers (N=10 294) stopped at routine roadside breath testing checkpoints and those driving in selected roads for speeding measurement (N=414 664).Primary and secondary outcome measures Microwave radar guns were used to measure the speed of vehicles, while the prevalence of drivers under the influence of alcohol was observed in police checkpoints. Data were collected during three consecutive years (2016–2018) following a baseline study established in 2015 using a city-level representative sample of observational data representing all days of the week.Results Alcohol-related fatalities kept at a constantly high percentage, with 39% of road traffic deaths involving alcohol in 2016. Drivers testing above the legal breath alcohol concentration limit showed a decreasing trend, from 4.1% (95% CI 2.9% to 5.5%) at baseline to 0.6% (95% CI 0.2% to 1.2%) in the end of 2018 (p
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- 2019
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30. CHANGES IN THE BODY MASS INDEX AND WAIST CIRCUMFERENCE DISTRIBUTION OF ADULTS AGED 25–64 YEARS IN ENGLAND, SCOTLAND, AND THE UNITED STATES, 1998–2012
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Scholes, S, Moody, A, Alfaro, T, Frenz, P, Dominguez, A, Sanchez-Romero, L, Vecino-Ortiz, 4A, Borges, C, Margozzini, P, Mindell, J, Cabrera, S, Barquera, S, and de Oliveira, C
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- 2016
31. Hospital Variation in Cesarean Delivery: A Multilevel Analysis
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Vecino-Ortiz, Andres I., Bardey, David, and Castano-Yepes, Ramon
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- 2015
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32. Effective interventions for unintentional injuries: a systematic review and mortality impact assessment among the poorest billion
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Andres I Vecino-Ortiz, PhD, Aisha Jafri, PhD, and Adnan A Hyder, ProfPhD
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Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: Between 1990 and 2015, the global injury mortality declined, but in countries where the poorest billion live, injuries are becoming an increasingly prevalent cause of death. The vulnerability of this population requires immediate attention from policy makers to implement effective interventions that lessen the burden of injuries in these countries. Our aim was two-fold; first, to review all the evidence on effective interventions for the five main types of unintentional injury; and second, to estimate the potential number of lives saved by effective injury interventions among the poorest billion. Methods: For our systematic review we used references in the Disability Control Priorities third edition, and searched PubMed and the Cochrane database for papers published until Sept 10, 2016, using a comprehensive search strategy to find interventions for the five major causes of unintentional injuries: road traffic crashes, falls, drowning, burns, and poisoning. Studies were included if they presented evidence with significant effects sizes for any outcome; no inclusions or exclusions made on the basis of where the study was carried out (ie, low-income, middle-income, or high-income country). Then we used data from the Global Burden of Disease 2015 study and a Monte Carlo simulation technique to estimate the potential annual attributable number of lives saved among the poorest billion by these evidence-based injury interventions. We estimated results for 84 countries where the poorest billion live. Findings: From the 513 papers identified, 47 were eligible for inclusion. We identified 11 interventions that had an effect on injury mortality. For road traffic deaths, the most successful interventions in preventing deaths are speed enforcement (>80 000 lives saved per year) and drink-driving enforcement (>60 000 lives saved per year). Interventions potentially most effective in preventing deaths from drowning are formal swimming lessons for children younger than 14 years (>25 000 lives saved per year) and the use of crèches to supervise younger children (younger than 5 years; >10 000 lives saved per year). We did not find sufficient evidence on interventions for other causes of unintentional injuries (poisoning, burns, and falls) to run similar simulations. Interpretation: Based on the little available evidence, key interventions have been identified to prevent lives lost from unintentional injuries among the poorest billion. This Article provides guidance to national authorities on evidence-based priority interventions that can reduce the burden of injuries among the most vulnerable members of the population. We also identify an important gap in knowledge on the effectiveness and the mortality impacts of injury interventions. Funding: Partly supported by the Fogarty International Center of the US National Institutes of Health (Chronic Consequences of Trauma, Injuries, Disability Across the Lifespan: Uganda; #D43TW009284).
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- 2018
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33. Seatbelt wearing rates in middle income countries: A cross-country analysis
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Vecino-Ortiz, Andres I., Bishai, David, Chandran, Aruna, Bhalla, Kavi, Bachani, Abdulgafoor M., Gupta, Shivam, Slyunkina, Ekaterina, and Hyder, Adnan A.
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- 2014
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34. The impact of practice guidelines on opioid utilization for injured workers
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Buttorff, Christine, Trujillo, Antonio J., Castillo, Renan, Vecino‐Ortiz, Andres I., and Anderson, Gerard F.
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- 2017
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35. BRICS: opportunities to improve road safety
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Adnan A Hyder and Andres I Vecino-Ortiz
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Public aspects of medicine ,RA1-1270 - Abstract
Brazil, the Russian Federation, India, China and South Africa – the countries known as BRICS – are currently undergoing a deep epidemiological transition that is mainly driven by rapid economic growth and technological change. The changes being observed in the distribution of the burden of diseases and injuries – such as recent increases in the incidence of road traffic injuries – are matters of concern. BRICS may need stronger institutional capacity to address such changes in a timely way. In this paper, we present data on road traffic injuries in BRICS and illustrate the enormous challenge that these countries currently face in reducing the incidence of such injuries. There is an urgent need to improve road safety indicators in every country constituting BRICS. It is imperative for BRICS to invest in system-wide road safety interventions and reduce the mortality and morbidity from road traffic injuries.
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- 2014
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36. Comparison of Health Examination Survey Methods in Brazil, Chile, Colombia, Mexico, England, Scotland, and the United States
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Mindell, Jennifer S., Moody, Alison, Vecino-Ortiz, Andres I., Alfaro, Tania, Frenz, Patricia, Scholes, Shaun, Gonzalez, Silvia A., Margozzini, Paula, de Oliveira, Cesar, Sanchez Romero, Luz Maria, Alvarado, Andres, Cabrera, Sebastián, Sarmiento, Olga L., Triana, Camilo A., and Barquera, Simón
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- 2017
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37. Improving success of non-communicable diseases mobile phone surveys: Results of two randomized trials testing interviewer gender and message valence in Bangladesh and Uganda.
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Labrique, Alain, Nagarajan, Madhuram, Kibria, Gulam Muhammed Al, Vecino-Ortiz, Andres, Pariyo, George W., Ali, Joseph, Kaufman, Michelle R., and Gibson, Dustin
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CELL phones ,NON-communicable diseases ,CLINICAL trial registries ,CITY dwellers ,YOUNG adults ,MIDDLE-income countries - Abstract
Introduction: Although interactive voice response (IVR) is a promising mobile phone survey (MPS) method for public health data collection in low- and middle-income countries (LMICs), participation rates for this method remain lower than traditional methods. This study tested whether using different introductory messages increases the participation rates of IVR surveys in two LMICs, Bangladesh and Uganda. Methods: We conducted two randomized, controlled micro-trials using fully-automated random digit dialing to test the impact of (1) the gender of the speaker recording the survey (i.e., survey voice); and (2) the valence of the invitation to participate in the survey (i.e., survey introduction) on response and cooperation rates. Participants indicated their consent by using the keypad of cellphones. Four study arms were compared: (1) male and informational (MI); (2) female and information (FI); (3) male and motivational (MM); and (4) female and motivational (FM). Results: Bangladesh and Uganda had 1705 and 1732 complete surveys, respectively. In both countries, a majority of the respondents were males, young adults (i.e., 18-29-year-olds), urban residents, and had O-level/above education level. In Bangladesh, the contact rate was higher in FI (48.9%), MM (50.0%), and FM (55.2%) groups than in MI (43.0%); the response rate was higher in FI (32.3%) and FM (33.1%) but not in MM (27.2%) and MI (27.1%). Some differences in cooperation and refusal rates were also observed. In Uganda, MM (65.4%) and FM (67.9%) had higher contact rates than MI (60.8%). The response rate was only higher in MI (52.5%) compared to MI (45.9%). Refusal and cooperation rates were similar. In Bangladesh, after pooling by introductions, female arms had higher contact (52.1% vs 46.5%), response (32.7% vs 27.1%), and cooperation (47.8% vs 40.4%) rates than male arms. Pooling by gender showed higher contact (52.3% vs 45.6%) and refusal (22.5% vs 16.3%) rates but lower cooperation rate (40.0% vs 48.2%) in motivational arms than informational arms. In Uganda, pooling intros did not show any difference in survey rates by gender; however, pooling by intros showed higher contact (66.5% vs 61.5%) and response (50.0% vs 45.2%) rates in motivational arms than informational arms. Conclusion: Overall, we found higher survey rates among female voice and motivational introduction arms compared to male voice and informational introduction arm in Bangladesh. However, Uganda had higher rates for motivational intro arms only compared to informational arms. Gender and valence must be considered for successful IVR surveys. Trial registration: Name of the registry: ClinicalTrials.gov. Trial registration number: NCT03772431. Date of registration: 12/11/2018, Retrospectively Registered. URL of trial registry record: https://clinicaltrials.gov/ct2/show/NCT03772431?term=03772431&cond=Non-Communicable+Disease&draw=2&rank=1. Protocol Availability: https://www.researchprotocols.org/2017/5/e81. [ABSTRACT FROM AUTHOR]
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- 2023
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38. Road Safety Effects of Bus Rapid Transit (BRT) Systems: a Call for Evidence
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Vecino-Ortiz, Andres I. and Hyder, Adnan A.
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- 2015
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39. BRICS: opportunities to improve road safety/Groupe BRICS: possibilite d'amelioration de la securite routiere/BRICS: oportunidades para mejorar la seguridad vial
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Hyder, Adnan A. and Vecino-Ortiz, Andres I.
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Traffic safety -- Management ,Economic growth -- Forecasts and trends ,Company business management ,Market trend/market analysis ,Health - Abstract
Brazil, the Russian Federation, India, China and South Africa--the countries known as BRICS--are currently undergoing a deep epidemiological transition that is mainly driven by rapid economic growth and technological change. The changes being observed in the distribution of the burden of diseases and injuries--such as recent increases in the incidence of road traffic injuries--are matters of concern. BRICS may need stronger institutional capacity to address such changes in a timely way. In this paper, we present data on road traffic injuries in BRICS and illustrate the enormous challenge that these countries currently face in reducing the incidence of such injuries. There is an urgent need to Improve road safety indicators in every country constituting BRICS. It is imperative for BRICS to invest in system-wide road safety interventions and reduce the mortality and morbidity from road traffic injuries. Le Bresil, la Federation de Russie, l'linde, la Chine et l'Afrique du Sud--les pays connus sous le nom de BRICS--connaissent actuellement une transition epidemiologique profonde qui s'explique principalement par la rapidite de la croissance economique et de Involution technologique. Les changements qui sont observes dans la distribution de la charge des maladies et des blessures, comme les hausses recentes de l'incidence des accidents de la route, suscitent des inquietudes. Le groupe BRICS peut avoir besoin de capacites institutionnelles renforcees pour repondre rapidement a ces changements. Dans cet article, nous presentons les donnees sur les accidents de la route dans le groupe BRICS et nous illustrons l'enorme defi que doivent actuellement relever ces pays dans la diminution de l'incidence de ces accidents. II est urgent d'ameliorer les indicateurs de la securite routiere dans chaque pays constituant le groupe BRICS. II est imperatif que le groupe BRICS investisse dans des interventions de securite routiere dans l'ensemble du systeme et qu'il reduise la mortalite et la morbidite dues aux accidents de la route. Brasil, la Federacion de Rusia, India, China y Sudafrica, los paises conocidos como BRICS, se encuentran en la actualidad en una transicion epidemiologica profunda impulsada principalmente por el rapido crecimiento economico y el cambio tecnologico. Los cambios que se observan en la distribucion de la carga de enfermedades y lesiones, como los aumentos recientes de la incidencia de los accidentes de trafico, son motivo de preocupacion. Es posible que los BRICS necesiten una capacidad institucional mas fuerte para hacerfrente a esos cambios de manera oportuna. En el presente articulo, presentamos datos sobre lesiones en accidentes de trafico de los BRICS e ilustramos el enorme desafio al que dichos paises se enfrentan actualmente para reducir la incidencia de las mismas. Hay una necesidad urgente de mejorar los indicadores de seguridad vial en todos los paises BRICS. Es imperativo que estos paises inviertan en intervenciones de seguridad vial en todo el sistema y reduzcan la mortalidad y morbilidad por accidentes de trafico., Introduction In recent years, five major emerging economies--Brazil, the Russian Federation, India, China and South Africa, which are known collectively as BRICS--have experienced not only considerable growth in their macroeconomic [...]
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- 2014
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40. Improving COVID-19 vaccine uptake: a message co-design process for a national mHealth intervention in Colombia.
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Aya Pastrana, Nathaly, Agudelo-Londoño, Sandra, Franco-Suarez, Oscar, Otero Machuca, Jessica, Guzman-Tordecilla, Deivis Nicolás, López Sánchez, María Camila, Rodriguez-Patarroyo, Mariana, Rivera-Sánchez, Cristhian Alejandro, Castro-Barbudo, Daniella, Trujillo, Antonio J., Maniar, Vidhi, and Vecino-Ortiz, Andres I.
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CELL phones ,PROFESSIONAL practice ,COVID-19 ,IMMUNIZATION ,COVID-19 vaccines ,AUDIOVISUAL materials ,EVIDENCE-based medicine ,AUTOMATIC speech recognition ,QUANTITATIVE research ,PUBLIC health ,QUALITATIVE research ,RESEARCH funding ,DESCRIPTIVE statistics ,CONTENT analysis ,TELEMEDICINE ,HEALTH promotion ,LONGITUDINAL method ,ADULTS - Abstract
COVID-19 vaccination is a global priority. Latin American countries have some of the highest COVID-19 death rates worldwide with vaccination hampered by a variety of reasons, including mis- and disinformation, vaccine hesitancy, and vaccine supply constraints. Addressing vaccine hesitancy through effective messages has been found to help increase vaccine uptake. Participatory processes could be used to co-design health messages for this purpose. This article describes the methodology used to co-design evidence-based audio messages to be deployed in a cohort of individuals through an interactive voice response (IVR) mobile phone survey intervention, aimed towards increasing vaccination uptake in an adult population in Colombia. Participants of the COVID-19 vaccination message co-design process included a sample of the general population of the country, representatives of the funder organisation, and research team members. The co-design process consisted of four phases: (1) formative quantitative and qualitative research, (2) message drafting based on the results of the formative research, (3) message content evaluation, and (4) evaluation of the voices to deliver the audio messages; and was informed by reflexive meetings. Three categories of evidence-based audio messages were co-designed, each corresponding to an arm of the mHealth intervention: (1) factual messages, (2) narrative messages, and (3) mixed messages. An additional fourth arm with no message was proposed for control. The iterative co-design process ended with a total of 14 audio messages recorded to be deployed via the intervention. Co-developing health messages in response to health emergencies is possible. Adopting more context-relevant, participatory, people-centred, and reflexive multidisciplinary approaches could help develop solutions that are more responsive to the needs of populations and public health priorities. Investing resources in message co-design is deemed to have a greater potential for influencing behaviours and improving health outcomes. [ABSTRACT FROM AUTHOR]
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- 2023
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41. Remote consent approaches for mobile phone surveys of non-communicable disease risk factors in Colombia and Uganda: A randomized study.
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Ali, Joseph, Nagarajan, Madhuram, Mwaka, Erisa S., Rutebemberwa, Elizeus, Vecino-Ortiz, Andres I., Quintero, Angelica Tórres, Rodriguez-Patarroyo, Mariana, Maniar, Vidhi, Al Kibria, Gulam Muhammed, Labrique, Alain B., Pariyo, George W., and Gibson, Dustin G.
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DISEASE risk factors ,CELL phones ,NON-communicable diseases ,HEALTH surveys ,COMMUNICABLE diseases - Abstract
Introduction: Automated mobile phone surveys (MPS) can be used to collect public health data of various types to inform health policy and programs globally. One challenge in administering MPS is identification of an appropriate and effective participant consent process. This study investigated the impact of different survey consent approaches on participant disposition (response characteristics and understanding of the purpose of the survey) within the context of an MPS that measured noncommunicable disease (NCD) risk factors across Colombia and Uganda. Methods: Participants were randomized to one of five consent approaches, with consent modules varying by the consent disclosure and mode of authorization. The control arm consisted of a standard consent disclosure and a combined opt-in/opt-out mode of authorization. The other four arms consist of a modified consent disclosure and one of four different forms of authorization (i.e., opt-in, opt-out, combined opt-in/opt-out, or implied). Data related to respondent disposition and respondent understanding of the survey purpose were analyzed. Results: Among 1889 completed surveys in Colombia, differences in contact, response, refusal, and cooperation rates by study arms were found. About 68% of respondents correctly identified the survey purpose, with no significant difference by study arm. Participants reporting higher levels of education and urban residency were more likely to identify the purpose correctly. Participants were also more likely to accurately identify the survey purpose after completing several survey modules, compared to immediately following the consent disclosure (78.8% vs 54.2% correct, p<0.001). In Uganda, 1890 completed surveys were collected. Though there were differences in contact, refusal, and cooperation rates by study arm, response rates were similar across arms. About 37% of respondents identified the survey purpose correctly, with no difference by arm. Those with higher levels of education and who completed the survey in English were able to more accurately identify the survey purpose. Again, participants were more likely to accurately identify the purpose of the survey after completing several NCD modules, compared to immediately following the consent module (42.0% vs 32.2% correct, p = 0.013). Conclusion: This study contributes to the limited available evidence regarding consent procedures for automated MPS. Future studies should develop and trial additional interventions to enhance consent for automated public health surveys, and measure other dimensions of participant engagement and understanding. [ABSTRACT FROM AUTHOR]
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- 2022
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42. Evaluation of the implementation of the Framework Convention on Tobacco Control (FCTC) in Colombia.
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Guzman-Tordecilla, Deivis Nicolas, Llorente, Blanca, and Vecino-Ortiz, Andres I
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TOBACCO ,TOBACCO use ,SMOKING ,PROPENSITY score matching ,CIGARETTE smoke - Abstract
Evidence-based interventions recommended in the Framework Convention on Tobacco Control of the World Health Organization (WHO FCTC) are subject to implementation factors that might affect their actual effectiveness. The Colombian law enacting key commitments from WHO's FCTC was signed in 2009. This study aims at evaluating the potential impact of the enactment and implementation of these WHO FCTC on four outcomes for tobacco consumption (last-year cigarette smoking prevalence, prevalence of heavy smokers, prevalence of lower-intensity smokers and monthly smoking incidence). We used data from the National Psychoactive Substances Consumption Survey (NPSCS) in 2008 (n = 29 164) and 2013 (n = 32 605), and assessed changes in these four outcomes WHO FCTC using propensity score matching (PSM). Propensity scores were obtained using key socio-demographic variables and by matching through a 'Kernel' estimation. Matching quality tests were performed. The common support for both survey samples was 60 793. Sub-analyses were conducted using a governance index to assess the effect of heterogeneous governance levels, proxying implementation, over the country. We found that cigarette year-prevalence and cigarette month-incidence decreased after matching around 8 and 1.2 percentage points between 2008 and 2013, respectively. Consumption might have shifted, at least partially, from heavy smoking towards lower-intensity smoking. Departments with a higher governance index showed larger reductions of tobacco use, possibly associated to a stronger WHO FCTC implementation. This study highlights the impact that the WHO FCTC had on tobacco consumption in a middle-income country and shows the importance of governance strength as a mediating mechanism for WHO FCTC impact. These results advance current knowledge on the effectiveness of WHO FCTC and shed light on the relevance of governance as a key factor in the WHO FCTC implementation. [ABSTRACT FROM AUTHOR]
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- 2022
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43. Multisectoral action coalitions for road safety in Brazil: An organizational social network analysis in São Paulo and Fortaleza.
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Koon, Adam D., Lopez-Hernandez, Angelica, Hoe, Connie, Vecino-Ortiz, Andres I., Cunto, Flávio J. C., de Castro-Neto, Manoel M., and Bachani, Abdulgafoor M.
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SOCIAL network analysis ,ROAD safety measures ,NONGOVERNMENTAL organizations ,GROUP identity ,COALITIONS - Abstract
This research was conducted to explore the nature of multisectoral action for road safety in Brazil. In an effort to improve the implementation of complex interventions, we sought to characterize the relationships and exchange patterns within a network tied to the Bloomberg Initiative for Global Road Safety (BIGRS) in Fortaleza and São Paulo, Brazil. We conducted an organizational social network analysis based on in-person surveys and key informant interviews with 57 individuals across the two cities from August to October 2019. Survey data included network dimensions such as the frequency of interaction, perceived value of interaction, resource sharing, coordination, data/research sharing, practical guidance, and access to decision makers. We coded and analyzed interview transcripts according to network properties of structure, governance, development, and outcomes, as well as in situ codes that emerged from the data. We found differences in all network properties between road safety networks in Fortaleza and São Paulo. Fortaleza was characterized by a centralized, dense, and relatively new network, whereas São Paulo was larger, diffuse, diverse, and established. Government agencies were central in both networks, but an international nongovernmental organization (NGO) was highly central in Fortaleza and a local NGO was highly central in São Paulo. Few actors on the periphery of both networks were connected to one another or decision makers, which revealed sectors to engage for enhancing network connectivity. Finally, politics were understood to be key in facilitating network activity, data (especially their integration and transparency) were considered to be influential for decision making, and strategic planning was acknowledged as a central concern for network expansion and fluidity. Multisectoral action for road safety can be reinforced by carefully disentangling the social dynamics of implementation. Organizational social network analysis, supplemented with interview data, can provide a deeper explanation for how members behave and understand their work. In this way, research can help build a collective identity and impetus to action on road safety, contributing to a healthier and more equitable world. [ABSTRACT FROM AUTHOR]
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- 2022
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44. Impact of contact tracing on COVID-19 mortality: An impact evaluation using surveillance data from Colombia.
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Vecino-Ortiz, Andres I., Villanueva Congote, Juliana, Zapata Bedoya, Silvana, and Cucunuba, Zulma M.
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- *
CONTACT tracing , *COVID-19 , *PUBLIC health surveillance , *MOVING average process , *MIDDLE-income countries , *INFECTION control - Abstract
Background: Contact tracing is a crucial part of the public health surveillance toolkit. However, it is labor-intensive and costly to carry it out. Some countries have faced challenges implementing contact tracing, and no impact evaluations using empirical data have assessed its impact on COVID-19 mortality. This study assesses the impact of contact tracing in a middle-income country, providing data to support the expansion and optimization of contact tracing strategies to improve infection control. Methods: We obtained publicly available data on all confirmed COVID-19 cases in Colombia between March 2 and June 16, 2020. (N = 54,931 cases over 135 days of observation). As suggested by WHO guidelines, we proxied contact tracing performance as the proportion of cases identified through contact tracing out of all cases identified. We calculated the daily proportion of cases identified through contact tracing across 37 geographical units (32 departments and five districts). Further, we used a sequential log-log fixed-effects model to estimate the 21-days, 28-days, 42-days, and 56-days lagged impact of the proportion of cases identified through contact tracing on daily COVID-19 mortality. Both the proportion of cases identified through contact tracing and the daily number of COVID-19 deaths are smoothed using 7-day moving averages. Models control for the prevalence of active cases, second-degree polynomials, and mobility indices. Robustness checks to include supply-side variables were performed. Results: We found that a 10 percent increase in the proportion of cases identified through contact tracing is related to COVID-19 mortality reductions between 0.8% and 3.4%. Our models explain between 47%-70% of the variance in mortality. Results are robust to changes of specification and inclusion of supply-side variables. Conclusion: Contact tracing is instrumental in containing infectious diseases. Its prioritization as a surveillance strategy will substantially impact reducing deaths while minimizing the impact on the fragile economic systems of lower and middle-income countries. This study provides lessons for other LMIC. [ABSTRACT FROM AUTHOR]
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- 2021
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45. Informed Consent for Mobile Phone Health Surveys in Colombia: A Qualitative Study.
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Rodriguez-Patarroyo, Mariana, Torres-Quintero, Angelica, Vecino-Ortiz, Andres I., Hallez, Kristina, Franco-Rodriguez, Aixa Natalia, Rueda Barrera, Eduardo A., Puerto, Stephanie, Gibson, Dustin G., Labrique, Alain, Pariyo, George W., and Ali, Joseph
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CELL phones ,MOBILE health ,HEALTH surveys ,INFORMED consent (Medical law) ,DISEASE risk factors ,QUALITATIVE research - Abstract
Public health surveys deployed through automated mobile phone calls raise a set of ethical challenges, including succinctly communicating information necessary to obtain respondent informed consent. This study aimed to capture the perspectives of key stakeholders, both experts and community members, on consent processes and preferences for participation in automated mobile phone surveys (MPS) of non-communicable disease risk factors in Colombia. We conducted semi-structured interviews with ethics and digital health experts and focus group discussions with community representatives. There was meaningful disagreement within both groups regarding the necessity of consent, when the purpose of a survey is to contribute to the formulation of public policies. Respondents who favored consent emphasized that consent communications ought to promote understanding and voluntariness, and implicitly suggested that information disclosure conform to a reasonable person standard. Given the automated and unsolicited nature of the phone calls and concerns regarding fraud, trust building was emphasized as important, especially for national MPS deployment. Community sensitization campaigns that provide relevant contextual information (such as the name of the administering institution) were thought to support trust-building. Additional ways to achieve the goals of consent while building trust in automated MPS for disease surveillance should be evaluated in order to inform ethical and effective practice. [ABSTRACT FROM AUTHOR]
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- 2021
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46. Cost-effectiveness and return on investment of protecting health workers in low- and middle-income countries during the COVID-19 pandemic.
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Risko, Nicholas, Werner, Kalin, Offorjebe, O. Agatha, Vecino-Ortiz, Andres I., Wallis, Lee A., and Razzak, Junaid
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COVID-19 pandemic ,MIDDLE-income countries ,RATE of return ,PERSONAL protective equipment ,ECONOMIC impact ,PANDEMICS - Abstract
Background: In this paper, we predict the health and economic consequences of immediate investment in personal protective equipment (PPE) for health care workers (HCWs) in low- and middle-income countries (LMICs). Methods: To account for health consequences, we estimated mortality for HCWs and present a cost-effectiveness and return on investment (ROI) analysis using a decision-analytic model with Bayesian multivariate sensitivity analysis and Monte Carlo simulation. Data sources included inputs from the World Health Organization Essential Supplies Forecasting Tool and the Imperial College of London epidemiologic model. Results: An investment of $9.6 billion USD would adequately protect HCWs in all LMICs. This intervention would save 2,299,543 lives across LMICs, costing $59 USD per HCW case averted and $4,309 USD per HCW life saved. The societal ROI would be $755.3 billion USD, the equivalent of a 7,932% return. Regional and national estimates are also presented. Discussion: In scenarios where PPE remains scarce, 70–100% of HCWs will get infected, irrespective of nationwide social distancing policies. Maintaining HCW infection rates below 10% and mortality below 1% requires inclusion of a PPE scale-up strategy as part of the pandemic response. In conclusion, wide-scale procurement and distribution of PPE for LMICs is an essential strategy to prevent widespread HCW morbidity and mortality. It is cost-effective and yields a large downstream return on investment. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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47. El estrés crónico como mediador de la relación entre posición socioeconómica y adherencia farmacológica en pacientes hipertensos.
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Nicolás Guzmán-Tordecilla, Deivis, Ignacio Vecino-Ortiz, Andrés, Lucumí, Diego, and Mentz, Graciela
- Abstract
Introduction: Worldwide high blood pressure (HBP) is a public health problem. In Colombia, HBP has a prevalence of 25% and a high mortality rate; however, the psychosocial factors that affect pharmacological adherence have not been sufficiently studied. Despite international evidence on psychosocial factors in adherence to adherence to hypertension, in Colombia there is a paucity of research on the role of chronic stress in the relationship between socioeconomic status (PSE) and pharmacological adherence. Objetive: To examine the role of chronic stress in the relationship between socioeconomic status and pharmacological adherence in hypertensive patients aged 45 to 70 years old in three Colombian cities. Materials and methods: A cross-sectional study was carried out in a population of hypertensive patients during 2015 to 2016. Data for this study came from the first wave of longitudinal study aims to examine social factors associated to the control of hypertension in Bogotá, Medellín and Quibdó. Patients with hypertension were selected randomly from a sample of those that attended a hypertension control program. For the statistical analysis of the data we used factorial analysis and multivariate regressions. Results: We found a positive association of PSE with the measure of pharmacological adherence and negative with chronic stress. In addition, evidence was found that stress has a negative association with the measure of adherence. Conclusions: The results suggest that stress is not a likely mediator between PSE and the pharmacological adherence of hypertensive patients in Colombia. Additional studies are required to confirm these relationships with a larger sample. [ABSTRACT FROM AUTHOR]
- Published
- 2020
48. El estrés crónico como mediador de la relación entre la posición socioeconómica y el cumplimiento del tratamiento farmacológico de pacientes hipertensos.
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Guzmán-Tordecilla, Deivis Nicolás, Vecino-Ortiz, Andrés Ignacio, Lucumí, Diego, and Mentz, Graciela
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HYPERTENSION ,PATIENT compliance ,FACTOR analysis ,REGRESSION analysis ,LONGITUDINAL waves - Abstract
Copyright of Biomédica: Revista del Instituto Nacional de Salud is the property of Instituto Nacional de Salud of Colombia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2020
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49. Adaptation of a mobile phone health survey for risk factors for noncommunicable diseases in Colombia: a qualitative study.
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Torres-Quintero, Angelica, Vega, Angela, Gibson, Dustin G., Rodriguez-Patarroyo, Mariana, Puerto, Stephanie, Pariyo, George W., Ali, Joseph, Hyder, Adnan A., Labrique, Alain, Selig, Hannah, Peñaloza, Rolando Enrique, and Vecino-Ortiz, Andres I.
- Abstract
Data collection on noncommunicable disease (NCD) behavioral risk factors has traditionally been carried out through face-to-face surveys. However, its high costs and logistical difficulties can lead to lack of timely statistics for planning, particularly in low and middle-income countries. Mobile phone surveys (MPS) have the potential to fill these gaps. This study explores perceptions, feasibility and strategies to increase the acceptability and response rate of health surveys administered through MPS using interactive voice response in Colombia. A sequential multimodal exploratory design was used. We conducted key informant interviews (KII) with stakeholders from government and academia; focus group discussions (FGDs) and user-group tests (UGTs) with young adults and elderly people living in rural and urban settings (men and women). The KII and FGDs explored perceptions of using mobile phones for NCD surveys. In the UGTs, participants were administered an IVR survey, and they provided feedback on its usability and potential improvement. Between February and November 2017, we conducted 7 KII, 6 FGDs (n = 54) and 4 UGTs (n = 34). Most participants consider MPS is a novel way to explore risk factors in NCDs. They also recognize challenges for their implementation including security issues, technological literacy and telecommunications coverage, especially in rural areas. It was recommended to promote the survey using mass media before its deployment and stressing its objectives, responsible institution and data privacy safeguards. The preferences in the survey administration relate to factors such as skills in the use of mobile phones, age, availability of time and educational level. The participants recommend questionnaires shorter than 10 minutes. The possibility of obtaining data through MPS at a population level represents an opportunity to improve the availability of risk-factor data. Steps towards increasing the acceptability and overcoming technological and methodological challenges need to be taken. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
50. 45. Use of Machine Learning with Community Survey Data to Predict Adolescents with Suicidal Behavior in the General Population.
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Alfonso, Y. Natalia, Shi, Sandy Shi, Patel, Nishit, Bachani, Abdul, Haruhiko, Inada, Vecino-Ortiz, Andres, and Li, Qingfeng
- Published
- 2023
- Full Text
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