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Coatsworth JD, Maldonado-Molina M. A PERSON-CENTERED AND ECOLOGICAL INVESTIGATION OF ACCULTURATION STRATEGIES IN HISPANIC IMMIGRANT YOUTH. JOURNAL OF COMMUNITY PSYCHOLOGY 2005; 33:157-174. [PMID: 16799699 PMCID: PMC1482726 DOI: 10.1002/jcop.20046] [Citation(s) in RCA: 86] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Understanding the processes of acculturation in ethnic minority populations is one of the central tasks of crosscultural research. Addressing challenges of theory, methods, and application in acculturation research requires ongoing advancements in methods and theoretical and model development. The current study was designed to explain a person-centered approach to investigating acculturation and biculturalism and to illustrate this method with a sample of 315 Hispanic youth. Pattern analyses of the Hispanicism and Americanism scores from the Bicultural Involvement Scale yielded four distinct acculturation types, including one characterized by moderate scores on both scales. Relations between acculturation types and indicators of individual, family, and peer adaptation were tested. Results indicated that bicultural youth tended to show the most adaptive pattern of functioning across multiple sociocultural domains. Assimilated youth did not show as strongly negative a pattern as has been reported elsewhere. Implications and benefits of a person-centered approach are discussed.
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Ridenour TA, Maldonado-Molina M, Compton WM, Spitznagel EL, Cottler LB. Factors associated with the transition from abuse to dependence among substance abusers: implications for a measure of addictive liability. Drug Alcohol Depend 2005; 80:1-14. [PMID: 16157227 PMCID: PMC1435339 DOI: 10.1016/j.drugalcdep.2005.02.005] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2004] [Revised: 12/02/2004] [Accepted: 02/22/2005] [Indexed: 10/25/2022]
Abstract
This study was conducted to test the validity of a measure that has potential to bridge research on the addictive liability of drugs and on individuals' liability to addiction, which to date have evolved in largely parallel arenas. The length of time between onset of abuse and dependence (LOTAD) has evolved from recent findings on transitions through levels of addiction; it was hypothesized that shorter LOTAD is indicative of greater addictive liability. Hypotheses were based on animal studies and human studies. Retrospective data from the DSM-IV Substance Use Disorders Work Group were reanalyzed using configural frequency analysis, survival curves, bivariate Kendall's tau associations, and linear regression. The sample consisted of participants recruited from community and clinical settings. The measure was the Composite International Diagnostic Interview-Substance Abuse Module (CIDI-SAM). The shortest LOTADs were observed for disorders related to use of cocaine and opiates, followed by cannabis and then alcohol regardless of the subsample that was analyzed. As hypothesized, females and early initiators of drug use had shorter LOTADs compared to men and other initiators of drug use; no consistent differences in LOTAD were observed between African-Americans and Caucasians. None of the LOTAD variance associated with differences between drugs could be accounted for by gender, early use of the drug, or ethnicity. Specific areas of research where LOTAD might be useful as well as how LOTAD might be improved are discussed.
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Prado G, Huang S, Maldonado-Molina M, Bandiera F, Schwartz SJ, de la Vega P, Brown CH, Pantin H. An empirical test of ecodevelopmental theory in predicting HIV risk behaviors among Hispanic youth. HEALTH EDUCATION & BEHAVIOR 2010; 37:97-114. [PMID: 20130302 PMCID: PMC3715967 DOI: 10.1177/1090198109349218] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Ecodevelopmental theory is a theoretical framework used to explain the interplay among risk and protective processes associated with HIV risk behaviors among adolescents. Although ecodevelopmentally based interventions have been found to be efficacious in preventing HIV risk behaviors among Hispanic youth, this theory has not yet been directly empirically tested through a basic research study in this population. The purpose of this cross-sectional study was to empirically evaluate an ecodevelopmentally based model using structural equation modeling, with substance use and early sex initiation as the two outcomes of the ecodevelopmental chain of relationships. The sample consisted of 586 Hispanic youth (M age = 13.6; SD = 0.75) and their primary caregivers living in Miami, Florida. Adolescent, parent, and teacher reports were used. The results provided strong support for the theoretical model. More specifically, the parent-adolescent acculturation gap is indirectly related both to early sex initiation and to adolescent substance use through family functioning, academic functioning, perceived peer sexual behavior, and perceived peer substance use. Additionally, parent's U.S. orientation is associated with adolescent substance use and adolescent sex initiation through social support for parents, parental stressors, family functioning, academic functioning, and perceived peer sexual behavior and substance use. These findings suggest that HIV risk behaviors may best be understood as associated with multiple and interrelated ecological determinants.
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Montoya-Williams D, Williamson VG, Cardel M, Fuentes-Afflick E, Maldonado-Molina M, Thompson L. The Hispanic/Latinx Perinatal Paradox in the United States: A Scoping Review and Recommendations to Guide Future Research. J Immigr Minor Health 2021; 23:1078-1091. [PMID: 33131006 DOI: 10.1007/s10903-020-01117-z] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/22/2020] [Indexed: 10/23/2022]
Abstract
For decades, epidemiologists have documented a health advantage among Hispanic/Latinx individuals who live in the United States, despite their significant socioeconomic barriers. This observation is often described as the "Hispanic paradox." In this scoping review, we aimed to summarize literature published on Hispanic/Latinx perinatal outcomes over the past two decades and place these findings within the context of the overarching "Healthy Immigrant" paradox. Studies were eligible for inclusion if they utilized large population datasets to describe rates of preterm birth, low birth weight and infant mortality among Hispanic/Latinx women living in the United States. To focus on the most recent trends, studies were excluded if they were published prior to the year 2000. Globally, Hispanic/Latinx women appear to continue to have improved perinatal outcomes compared to non-Hispanic Black infants, while rates of adverse outcomes appear similar for Hispanic/Latinx and non-Hispanic White women. However, our review emphasizes the heterogeneity of outcomes experienced by Hispanic/Latinx women. The epidemiologic advantage among Hispanic/Latinx women and their infants may be largely concentrated among specific national origin subgroups or among recently arrived foreign-born Hispanic/Latinx women. Given the disparities that exist among Hispanic/Latinx women, we provide a summary of themes to explore in future research and methodologic recommendations that may assist in identifying important subgroup differences and their determinants.
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Scoping Review |
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Prado GJ, Schwartz SJ, Maldonado-Molina M, Huang S, Pantin HM, Lopez B, Szapocznik J. Ecodevelopmental x intrapersonal risk: substance use and sexual behavior in Hispanic adolescents. HEALTH EDUCATION & BEHAVIOR 2008; 36:45-61. [PMID: 18326053 DOI: 10.1177/1090198107311278] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Hispanic adolescents are a rapidly growing population and are highly vulnerable to substance abuse and HIV infection. Many interventions implemented thus far have been "one size fits all" models that deliver the same dosage and sequence of modules to all participants. To more effectively prevent substance use and HIV in Hispanic adolescents, different risk profiles must be considered. This study's purpose is to use intrapersonal and ecodevelopmental risk processes to identify Hispanic adolescent subgroups and to compare substance use rates and sexual behavior by risk subgroup. The results indicate that a larger proportion with high ecodevelopmental risk (irrespective of the intrapersonal risk for substance use) report lifetime and past 90-day cigarette and illicit drug use. In contrast, a larger proportion with high intrapersonal risk for unsafe sex (irrespective of ecodevelopmental risk) report early sex initiation and sexually transmitted disease incidence. Implications for intervention development are discussed in terms of these Hispanic adolescent subgroups.
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Research Support, N.I.H., Extramural |
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Prado G, Huang S, Cordova D, Malcolm S, Estrada Y, Cano N, Maldonado-Molina M, Bacio G, Rosen A, Pantin H, Brown CH. Ecodevelopmental and intrapersonal moderators of a family based preventive intervention for Hispanic youth: a latent profile analysis. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2013; 14:290-9. [PMID: 23408280 PMCID: PMC3633650 DOI: 10.1007/s11121-012-0326-x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Hispanic adolescents are disproportionately affected by externalizing disorders, substance use and HIV infection. Despite these health inequities, few interventions have been found to be efficacious for this population, and even fewer studies have examined whether the effects of such interventions vary as a function of ecodevelopmental and intrapersonal risk subgroups. The aim of this study was to determine whether and to what extent the effects of Familias Unidas, an evidence-based preventive intervention, vary by ecodevelopmental and intrapersonal risk subgroups. Data from 213 Hispanic adolescents (mean age = 13.8, SD = 0.76) who were enrolled in a randomized clinical trial evaluating the relative efficacy of Familias Unidas on externalizing disorders, substance use, and unprotected sexual behavior were analyzed. The results showed that Familias Unidas was efficacious over time, in terms of both externalizing disorders and substance use, for Hispanic youth with high family ecodevelopmental risk (e.g., poor parent-adolescent communication), but not with youth with moderate ecodevelopmental or low ecodevelopmental risk. The results suggest that classifying adolescents based on their family ecodevelopmental risk may be an especially effective strategy for examining moderators of family-based preventive interventions such as Familias Unidas. Moreover, these results suggest that Familias Unidas should potentially be targeted toward youth with high family ecodevelopmental risk. The utility of the methods presented in this article to other prevention scientists, including genetic, neurobiological and environmental scientists, is discussed.
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Randomized Controlled Trial |
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Boyd RC, Castro FG, Finigan-Carr N, Okamoto SK, Barlow A, Kim BKE, Lambert S, Lloyd J, Zhang X, Barksdale CL, Crowley DM, Maldonado-Molina M, Obasi EM, Kenney A. Strategic Directions in Preventive Intervention Research to Advance Health Equity. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2022; 24:577-596. [PMID: 36469162 PMCID: PMC9734404 DOI: 10.1007/s11121-022-01462-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2022] [Indexed: 12/09/2022]
Abstract
As commissioned by the Society for Prevention Research, this paper describes and illustrates strategic approaches for reducing health inequities and advancing health equity when adopting an equity-focused approach for applying prevention science evidence-based theory, methodologies, and practices. We introduce an ecosystemic framework as a guide for analyzing, designing, and planning innovative equity-focused evidence-based preventive interventions designed to attain intended health equity outcomes. To advance this process, we introduce a health equity statement for conducting integrative analyses of ecosystemic framework pathways, by describing the role of social determinants, mechanisms, and interventions as factors directly linked to specific health equity outcomes. As background, we present health equity constructs, theories, and research evidence which can inform the design and development of equity-focused intervention approaches. We also describe multi-level interventions that when coordinated can produce synergistic intervention effects across macro, meso, and micro ecological levels. Under this approach, we encourage prevention and implementation scientists to apply and extend these strategic directions in future research to increase our evidence-based knowledge and theory building. A general goal is to apply prevention science knowledge to design, widely disseminate, and implement culturally grounded interventions that incrementally attain specific HE outcomes and an intended HE goal. We conclude with recommendations for conducting equity-focused prevention science research, interventions, and training.
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Cannell MB, Manini T, Spence-Almaguer E, Maldonado-Molina M, Andresen EM. U.S. Population Estimates and Correlates of Sexual Abuse of Community-Dwelling Older Adults. J Elder Abuse Negl 2014; 26:398-413. [DOI: 10.1080/08946566.2013.879845] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Asfour L, Huang S, Ocasio MA, Perrino T, Schwartz SJ, Feaster DJ, Maldonado-Molina M, Pantin H, Prado G. Association between Socio-Ecological Risk Factor Clustering and Mental, Emotional, and Behavioral Problems in Hispanic Adolescents. JOURNAL OF CHILD AND FAMILY STUDIES 2017; 26:1266-1273. [PMID: 28970737 PMCID: PMC5621644 DOI: 10.1007/s10826-016-0641-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Compared to non-Hispanic whites, Hispanic adolescents in the U.S. report higher rates of several mental, emotional, and behavioral (MEB) problems such as substance use, sexual risk behaviors, and internalizing and externalizing problems. There is evidence of common pathways in the development of MEB problems with certain subgroups of Hispanic adolescents being at greater risk. In the present article, we report analysis of baseline data for 959 Hispanic adolescents who participated in one of two randomized controlled trials evaluating a family-based preventive intervention. Utilizing latent class analysis, we identified subgroups of Hispanic adolescents based on socio-ecological risk and protective factors (e.g., parent-adolescent communication, parental involvement in school). Three distinct socio-ecological risk subgroups (high, medium, and low risk) were identified and exhibited significant differences from each other across a majority of socio-ecological risk and protective factors. Adolescents in higher socio-ecological risk subgroups reported greater MEB problems across all outcomes. Individual comparisons revealed significant differences between the low socio-ecological risk group and both the medium and high socio-ecological risk group in lifetime alcohol use, smoking, and sex, as well as internalizing and externalizing problems. Implications for intervention include focusing on specific risk subgroups and targeting shared risk and protective factors rather than specific MEB outcomes.
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research-article |
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Hall J, Cho HD, Maldonado-Molina M, George TJ, Shenkman EA, Salloum RG. Rural-urban disparities in tobacco retail access in the southeastern United States: CVS vs. the dollar stores. Prev Med Rep 2019; 15:100935. [PMID: 31360628 PMCID: PMC6637220 DOI: 10.1016/j.pmedr.2019.100935] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 06/17/2019] [Accepted: 06/27/2019] [Indexed: 11/18/2022] Open
Abstract
Objectives CVS, the largest US pharmacy chain, discontinued selling tobacco products in 2014; meanwhile, Family Dollar and Dollar General, the two largest dollar store chains, began selling tobacco in 2012 and 2013, respectively. The purpose of this study is to evaluate the differential change in tobacco retailer density (TRD) by rurality throughout 12 Southeastern US states. Methods Tobacco retailer density was calculated for CVS and dollar store locations and combined to represent retailer density change before and after policy changes. Bivariate analyses were conducted to compare the corporate-initiated changes in county-level retailer density across rurality categories. Results Findings suggest a statistically significant difference (p < 0.0001) between TRD effect and rurality. Urban counties together experienced a retailer density increase of 0.4 stores per 10 k adult population, while rural counties reported a TRD increase of 2.6—eight (8) times the increase in urban areas. Conclusions Recent corporate policy changes on tobacco sales have increased access to tobacco retailers in rural counties considerably more than in urban counties, contributing to further disparities. CVS pharmacies discontinuing tobacco sales caused a decrease in retail density in urban areas, and the decision of the dollar stores locations initiating tobacco sales resulted in a greater burden to rural and small-metro counties.
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Journal Article |
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Bernat DH, Maldonado-Molina M, Hyland A, Wagenaar AC. Effects of smoke-free laws on alcohol-related car crashes in California and New York: time series analyses from 1982 to 2008. Am J Public Health 2012; 103:214-20. [PMID: 23237160 DOI: 10.2105/ajph.2012.300906] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
We examined effects of New York and California's statewide smoke-free restaurant and bar policies on alcohol-related car crash fatalities. We used an interrupted time-series design from 1982 to 2008, with 312 monthly observations, to examine the effect of each state's law on single-vehicle-nighttime crashes and crashes involving a driver with a blood alcohol concentration of 0.08 grams per deciliter or greater. Implementation of New York and California's statewide smoke-free policies was not associated with alcohol-related car crash fatalities. Additionally, analyses showed no effect of New York's smoke-free policy on alcohol-related car crash fatalities in communities along the Pennsylvania-New York border. Statewide smoke-free restaurant and bar laws do not appear to affect rates of alcohol-related car crashes.
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Research Support, N.I.H., Extramural |
13 |
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Jennings WG, Maldonado-Molina M, Fenimore DM, Piquero AR, Bird H, Canino G. The linkage between mental health, delinquency, and trajectories of delinquency: Results from the Boricua Youth Study. JOURNAL OF CRIMINAL JUSTICE 2019; 62:66-73. [PMID: 31371839 PMCID: PMC6675475 DOI: 10.1016/j.jcrimjus.2018.08.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
PURPOSE To examine the longitudinal relationship between depression, delinquency, and trajectories of delinquency among Hispanic children and adolescents. METHODS Propensity score matching is used to match depressed and non-depressed youth and a combination of group-based trajectory and multinomial logistic regression techniques are used. RESULTS After adjusting for pre-existing differences between depressed and non-depressed youth, the causal relationship between depression and delinquency and the association between depression and trajectories of delinquency appears to be largely spurious. However, the effect of depression on predicting a high rate and increasing trajectory of delinquency is robust. CONCLUSIONS Depression and high-rate offending are linked in a sample of Hispanic children and adolescents.
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Delcher C, Wang Y, Maldonado-Molina M. Trends in financial barriers to medical care for women veterans, 2003-2004 and 2009-2010. Prev Chronic Dis 2013; 10:E171. [PMID: 24157074 PMCID: PMC3809923 DOI: 10.5888/pcd10.130071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
INTRODUCTION Women veterans are a fast-growing segment of the veteran population, yet they face many barriers to medical care. The objective of this study was to examine factors that put women veterans at risk for a financial barrier to medical care. METHODS We conducted repeated cross-sectional analyses of data from the 2003, 2004, 2009, and 2010 Behavioral Risk Factor Surveillance System. We used weighted logistic regression to examine the risk of a financial barrier to medical care as the primary outcome in a multivariate model controlling for factors in health-related domains. RESULTS In 2010, there were an estimated 1,719,750 (11.6%) working-aged veterans who needed to see a doctor in the previous 12 months but could not because of cost. For women, 13.4% faced this financial barrier. Over the study period, facing a financial barrier was consistently associated with insurance coverage, physical and mental distress days, and having children in the home. Other associations emerged in particular years, such as binge drinking in 2010. The trends for women veterans relative to men and for younger women veterans relative to older women veterans show reduction in financial barriers to health care. CONCLUSION The Veteran's Health Administration (VHA) should continue efforts to reduce financial and other barriers, especially among the higher risk groups we identified. This will help meet the VHA's objectives of providing comprehensive care to all veterans including women.
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García MF, Hodges JC, Costas-Rodríguez B, Maldonado-Molina M, Schwartz SJ, Pineros-Leano MF, Bates MM, Calderon I, Taylor MM, Rodriguez J, Brown EC, Salas-Wright CP. Something lost, something gained: The trade-offs of Puerto Rican Hurricane Maria migrants. THE AMERICAN JOURNAL OF ORTHOPSYCHIATRY 2024:2025-26409-001. [PMID: 39298244 PMCID: PMC11919788 DOI: 10.1037/ort0000782] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2025]
Abstract
In the aftermath of Hurricane María's devastating impact on Puerto Rico in September 2017, a wave of migration to the continental United States followed. Despite Puerto Rico's territorial association with the United States, its distinct culture and language often render its migrants as cultural minorities who are often treated as foreigners. Prior research has indicated that natural disasters can have a profound effect on the family unit, so examining the experiences of displacement and resettlement of Puerto Rican parents can shed light on the challenges faced by these families. Using cultural stress theory and psychological sense of community as guiding frameworks, this qualitative study aimed to explore the experience of Puerto Rican parents displaced to the United States following Hurricane María. A total of 42 Puerto Rican Hurricane María migrant parents agreed to participate in semistructured interviews. Our findings illuminate a trade-off in the lives of Puerto Rican migrants: As they departed their homeland, they exchanged social connections, support networks, and the vibrant social fabric of Puerto Rico for the promise of economic stability, reduced crime, and enhanced prospects for themselves and their children in the United States. This study represents a crucial contribution to the understanding of Puerto Ricans who have embarked on the challenging journey of relocating in the aftermath of Hurricane María. It underscores how they grapple with the multifaceted challenges and benefits inherent in their roles as cross-cultural climate migrants, transitioning from the predominantly Spanish-speaking, Latin American context of Puerto Rico to the diverse landscape of the United States. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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García MF, Montero-Zamora P, Salas-Wright CP, Maldonado-Molina M, Pineros-Leano M, Hodges JC, Bates M, Brown EC, Rodríguez J, Calderón I, Schwartz SJ. The impact of cultural stress on family functioning among Puerto Rican displaced families and the effect on mental health. FAMILY PROCESS 2024; 63:843-864. [PMID: 38632594 PMCID: PMC11977033 DOI: 10.1111/famp.12998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 03/22/2024] [Accepted: 03/27/2024] [Indexed: 04/19/2024]
Abstract
Hurricane María caused significant devastation on the island of Puerto Rico, impacting thousands of lives. Puerto Rican crisis migrant families faced stress related to displacement and relocation (cultural stress), often exhibited mental health symptoms, and experienced distress at the family level. Although cultural stress has been examined as an individual experience, little work has focused on the experience as a family. To address this gap, we conducted a mixed-methods study designed to examine the predictive effects of cultural stress on family conflict and its mental health implications among Puerto Rican Hurricane María parent and child dyads living on the U.S. mainland. In the quantitative phase of the study, 110 parent-child dyads completed an online survey assessing cultural stress, family dynamics, and mental health. As part of our primary analysis, we estimated a structural equation path model. Findings from the quantitative phase showed a significant positive relationship between family cultural stress and family conflict, as well as individual parent and child mental health symptoms. In the qualitative phase of the study, 35 parent-child dyads participated in individual interviews. Findings from the interviews revealed variations in difficulties related to language, discrimination, and financial burdens, with some participants adapting more quickly and experiencing fewer stressors. Findings also highlight the impact on mental health for both parents and youth, emphasizing the family-level nature of cultural stress, while noting a potential discrepancy between qualitative and quantitative findings in the discussion of family conflict.
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Delcher C, Livingston M, Wang Y, Mowitz M, Maldonado-Molina M, Goldberger BA. Supply-Side Disruption in Cocaine Production Associated With Cocaine-Related Maternal and Child Health Outcomes in the United States. Am J Public Health 2017; 107:812-814. [PMID: 28323460 DOI: 10.2105/ajph.2017.303708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To investigate the effects of precursor chemical regulation aimed at reducing cocaine production on cocaine-related maternal and newborn hospital stays in the United States. METHODS We analyzed monthly counts of maternal and neonatal stays from January 2002 through December 2013 by using a quasi-experimental interrupted time series design. We estimated the preregulation linear trend, postregulation change in linear trend, and abrupt change in level. RESULTS The number of monthly cocaine-related maternal and neonatal stays decreased by 221 and 128 stays, respectively, following the cocaine precursor regulation change. We also observed a further decline in per-month maternal and neonatal stays of 18 and 8 stays, respectively. CONCLUSIONS A supply-side disruption in the United States cocaine market was associated with reduced hospital stays for 2 vulnerable populations: pregnant women and newborns. Results support findings that federal precursor regulation can positively reduce cocaine availability in the United States.
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Zayas CE, He Z, Yuan J, Maldonado-Molina M, Hogan W, Modave F, Guo Y, Bian J. Examining Healthcare Utilization Patterns of Elderly Middle-Aged Adults in the United States. PROCEEDINGS OF THE ... INTERNATIONAL FLORIDA AI RESEARCH SOCIETY CONFERENCE. FLORIDA AI RESEARCH SYMPOSIUM 2016; 2016:361-366. [PMID: 27430035 PMCID: PMC4946167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Elderly patients, aged 65 or older, make up 13.5% of the U.S. population, but represent 45.2% of the top 10% of healthcare utilizers, in terms of expenditures. Middle-aged Americans, aged 45 to 64 make up another 37.0% of that category. Given the high demand for healthcare services by the aforementioned population, it is important to identify high-cost users of healthcare systems and, more importantly, ineffective utilization patterns to highlight where targeted interventions could be placed to improve care delivery. In this work, we present a novel multi-level framework applying machine learning (ML) methods (i.e., random forest regression and hierarchical clustering) to group patients with similar utilization profiles into clusters. We use a vector space model to characterize a patient's utilization profile as the number of visits to different care providers and prescribed medications. We applied the proposed methods using the 2013 Medical Expenditures Panel Survey (MEPS) dataset. We identified clusters of healthcare utilization patterns of elderly and middle-aged adults in the United States, and assessed the general and clinical characteristics associated with these utilization patterns. Our results demonstrate the effectiveness of the proposed framework to model healthcare utilization patterns. Understanding of these patterns can be used to guide healthcare policy-making and practice.
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