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Gray C, Porter G, Lobo R, Crawford G. Development and evaluation of health education resources for culturally and linguistically diverse populations: a systematic review. HEALTH EDUCATION RESEARCH 2024; 39:102-118. [PMID: 36994771 DOI: 10.1093/her/cyad015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 01/13/2023] [Accepted: 03/14/2023] [Indexed: 06/19/2023]
Abstract
People from culturally and linguistically diverse (CaLD) backgrounds in Australia generally experience poorer health outcomes, explained in part by low levels of health literacy. We conducted a systematic review to examine the development and evaluation of health education resources designed for CaLD populations. Five electronic databases were searched for English language, peer-reviewed studies published between 1980 and 2020. Thirty-four studies met the inclusion criteria. Twenty-four different health education resources were described and broadly categorized into four types: media campaigns (n = 10), text-based materials (n = 5), films (n = 8) and radio (n = 1). Studies were assessed against domains adapted from a health literacy guideline incorporating: need, collaboration, audience, health literacy, theory, test and process and impact evaluation. All but one study met the majority of the domains. All studies reported positive evaluation outcomes; this may be due to studies involving community early in resource design and including health literacy considerations in their design. Reporting resource design and evaluation against standard practice controls is recommended to build a more robust evidence base for developing effective health education resources for use by audiences from CaLD backgrounds.
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Affiliation(s)
- Corie Gray
- Curtin School of Population Health, Curtin University, GPO Box U1987, Perth, Western Australia 6845, Australia
| | - Georgia Porter
- Curtin School of Population Health, Curtin University, GPO Box U1987, Perth, Western Australia 6845, Australia
| | - Roanna Lobo
- Curtin School of Population Health, Curtin University, GPO Box U1987, Perth, Western Australia 6845, Australia
| | - Gemma Crawford
- Curtin School of Population Health, Curtin University, GPO Box U1987, Perth, Western Australia 6845, Australia
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Baumeister A, Aldin A, Chakraverty D, Hübner C, Adams A, Monsef I, Skoetz N, Kalbe E, Woopen C. Interventions for improving health literacy in migrants. Cochrane Database Syst Rev 2023; 11:CD013303. [PMID: 37963101 PMCID: PMC10645402 DOI: 10.1002/14651858.cd013303.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]
Abstract
BACKGROUND Health literacy (HL) is a determinant of health and important for autonomous decision-making. Migrants are at high risk for limited HL. Improving HL is important for equitable promotion of migrants' health. OBJECTIVES To assess the effectiveness of interventions for improving HL in migrants. To assess whether female or male migrants respond differently to the identified interventions. SEARCH METHODS We ran electronic searches to 2 February 2022 in CENTRAL, MEDLINE, Embase, PsycInfo and CINAHL. We also searched trial registries. We used a study filter for randomised controlled trials (RCTs) (RCT classifier). SELECTION CRITERIA We included RCTs and cluster-RCTs addressing HL either as a concept or its components (access, understand, appraise, apply health information). DATA COLLECTION AND ANALYSIS We used the methodological procedures recommended by Cochrane and followed the PRISMA-E guidelines. Outcome categories were: a) HL, b) quality of life (QoL), c) knowledge, d) health outcomes, e) health behaviour, f) self-efficacy, g) health service use and h) adverse events. We conducted meta-analysis where possible, and reported the remaining results as a narrative synthesis. MAIN RESULTS We included 28 RCTs and six cluster-RCTs (8249 participants), all conducted in high-income countries. Participants were migrants with a wide range of conditions. All interventions were adapted to culture, language and literacy. We did not find evidence that HL interventions cause harm, but only two studies assessed adverse events (e.g. anxiety). Many studies reported results for short-term assessments (less than six weeks after total programme completion), reported here. For several comparisons, there were also findings at later time points, which are presented in the review text. Compared with no HL intervention (standard care/no intervention) or an unrelated HL intervention (similar intervention but different information topic) Self-management programmes (SMP) probably improve self-efficacy slightly (standardised mean difference (SMD) 0.28, 95% confidence interval (CI) 0.06 to 0.50; 2 studies, 333 participants; moderate certainty). SMP may improve HIV-related HL (understanding (mean difference (MD) 4.25, 95% CI 1.32 to 7.18); recognition of HIV terms (MD 3.32, 95% CI 1.28 to 5.36)) (1 study, 69 participants). SMP may slightly improve health behaviours (3 studies, 514 participants), but may have little or no effect on knowledge (2 studies, 321 participants) or subjective health status (MD 0.38, 95% CI -0.13 to 0.89; 1 study, 69 participants) (low certainty). We are uncertain of the effects of SMP on QoL, health service use or adverse events due to a lack of evidence. HL skills building courses (HLSBC) may improve knowledge (MD 10.87, 95% CI 5.69 to 16.06; 2 studies, 111 participants) and any generic HL (SMD 0.48, 95% CI 0.20 to 0.75; 2 studies, 229 participants), but may have little or no effect on depression literacy (MD 0.17, 95% CI -1.28 to 1.62) or any health behaviour (2 studies, 229 participants) (low certainty). We are uncertain if HLSBC improve QoL, health outcomes, health service use, self-efficacy or adverse events, due to very low-certainty or a lack of evidence. Audio-/visual education without personal feedback (AVE) probably improves depression literacy (MD 8.62, 95% CI 7.51 to 9.73; 1 study, 202 participants) and health service use (MD -0.59, 95% CI -1.11 to -0.07; 1 study, 157 participants), but probably has little or no effect on health behaviour (risk ratio (RR) 1.07, 95% CI 0.91 to 1.25; 1 study, 135 participants) (moderate certainty). AVE may improve self-efficacy (MD 3.51, 95% CI 2.53 to 4.49; 1 study, 133 participants) and may slightly improve knowledge (MD 8.44, 95% CI -2.56 to 19.44; 2 studies, 293 participants) and intention to seek depression treatment (MD 1.8, 95% CI 0.43 to 3.17), with little or no effect on depression (SMD -0.15, 95% CI -0.40 to 0.10) (low certainty). No evidence was found for QoL and adverse events. Adapted medical instruction may improve understanding of health information (3 studies, 478 participants), with little or no effect on medication adherence (MD 0.5, 95% CI -0.1 to 1.1; 1 study, 200 participants) (low certainty). No evidence was found for QoL, health outcomes, knowledge, health service use, self-efficacy or adverse events. Compared with written information on the same topic SMP probably improves health numeracy slightly (MD 0.7, 95% CI 0.15 to 1.25) and probably improves print literacy (MD 9, 95% CI 2.9 to 15.1; 1 study, 209 participants) and self-efficacy (SMD 0.47, 95% CI 0.3 to 0.64; 4 studies, 552 participants) (moderate certainty). SMP may improve any disease-specific HL (SMD 0.67, 95% CI 0.27 to 1.07; 4 studies, 955 participants), knowledge (MD 11.45, 95% CI 4.75 to 18.15; 6 studies, 1101 participants) and some health behaviours (4 studies, 797 participants), with little or no effect on health information appraisal (MD 1.15, 95% CI -0.23 to 2.53; 1 study, 329 participants) (low certainty). We are uncertain whether SMP improves QoL, health outcomes, health service use or adverse events, due to a lack of evidence or low/very low-certainty evidence. AVE probably has little or no effect on diabetes HL (MD 2, 95% CI -0.15 to 4.15; 1 study, 240 participants), but probably improves information appraisal (MD -9.88, 95% CI -12.87 to -6.89) and application (RR 1.51, 95% CI 1.29 to 1.77) (1 study, 608 participants; moderate certainty). AVE may slightly improve knowledge (MD 8.35, 95% CI -0.32 to 17.02; low certainty). No short-term evidence was found for QoL, depression, health behaviour, self-efficacy, health service use or adverse events. AVE compared with another AVE We are uncertain whether narrative videos are superior to factual knowledge videos as the evidence is of very low certainty. Gender differences Female migrants' diabetes HL may improve slightly more than that of males, when receiving AVE (MD 5.00, 95% CI 0.62 to 9.38; 1 study, 118 participants), but we do not know whether female or male migrants benefit differently from other interventions due to very low-certainty or a lack of evidence. AUTHORS' CONCLUSIONS Adequately powered studies measuring long-term effects (more than six months) of HL interventions in female and male migrants are needed, using well-validated tools and representing various healthcare systems.
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Affiliation(s)
- Annika Baumeister
- Center for Life Ethics/Hertz Chair TRA 4, University of Bonn, Bonn, Germany
| | - Angela Aldin
- Cochrane Haematology, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Digo Chakraverty
- Medical Psychology, Neuropsychology and Gender Studies and Center for Neuropsychological Diagnostics and Intervention (CeNDI), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Constanze Hübner
- Center for Life Ethics/Hertz Chair TRA 4, University of Bonn, Bonn, Germany
| | - Anne Adams
- Institute of Medical Statistics and Computational Biology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Ina Monsef
- Cochrane Haematology, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Nicole Skoetz
- Cochrane Haematology, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Elke Kalbe
- Medical Psychology, Neuropsychology and Gender Studies and Center for Neuropsychological Diagnostics and Intervention (CeNDI), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Christiane Woopen
- Center for Life Ethics/Hertz Chair TRA 4, University of Bonn, Bonn, Germany
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Casas L, Medina-Ramirez P, Carreno V, Calixte-Civil P, Martinez U, Brandon TH, Simmons VN. Hispanic/Latinx individuals' attributions for abstinence and smoking: A content analysis of open-ended responses from a randomized cessation trial. Addict Behav Rep 2023; 17:100478. [PMID: 36619608 PMCID: PMC9816900 DOI: 10.1016/j.abrep.2022.100478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/18/2022] [Accepted: 12/23/2022] [Indexed: 12/26/2022] Open
Abstract
Introduction Little is known about facilitators and barriers to smoking cessation among Hispanics seeking treatment. This secondary analysis examined attributions for abstinence or smoking among participants in a nationwide randomized controlled trial testing a self-help smoking cessation intervention among Spanish-speaking Hispanics in the United States (US). Methods At each follow-up assessment (6, 12, 18, and 24 months), participants (N = 1,417) responded to open-ended items regarding reasons for either abstinence or smoking. A content analysis was conducted using NVivo on the responses from 1,035 participants. Results Mood Management (e.g., stress and anxiety) was the most frequent reason for smoking across all timepoints. Concern for personal health and wellbeing was the most frequent reason cited for abstinence across all timepoints. Important barriers (e.g., financial stressors, environmental disasters) and facilitators (e.g., family, faith) were also identified. Quantitative subgroup analyses revealed differences in the frequency of abstinence and smoking attributions by sex, marital status, and annual household income. Conclusion The identified facilitators and barriers to abstinence support and expand findings from previous studies by using a geographically and ethnically diverse sample of treatment seeking, Spanish-preferring smokers. They also provide specific targets for tailoring cessation and relapse prevention interventions designed to improve cessation outcomes and reduce tobacco-related health disparities among Hispanics in the US.
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Affiliation(s)
- Laura Casas
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
| | | | - Vanesa Carreno
- St. George’s University School of Medicine, West Indies, Grenada
| | | | - Ursula Martinez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
- Department of Oncologic Sciences, University of South Florida, Tampa, FL, USA
| | - Thomas H. Brandon
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
- Department of Psychology, University of South Florida, Tampa, FL, USA
- Department of Oncologic Sciences, University of South Florida, Tampa, FL, USA
| | - Vani N. Simmons
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
- Department of Psychology, University of South Florida, Tampa, FL, USA
- Department of Oncologic Sciences, University of South Florida, Tampa, FL, USA
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Fennell BS, Piñeiro B, Vidrine DJ, Frank-Pearce SG, Wetter DW, Simmons VN, Vidrine JI. Ask-Advise-Connect: Differential Enrollment and Smoking Cessation Outcomes Between Primary Care Patients Who Received Quitline-Delivered Treatment in Spanish vs English. Ann Fam Med 2022; 20:519-525. [PMID: 36443074 PMCID: PMC9705036 DOI: 10.1370/afm.2878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 05/19/2022] [Accepted: 06/30/2022] [Indexed: 12/14/2022] Open
Abstract
PURPOSE This study examined differences in Quitline treatment enrollment, engagement, and smoking cessation outcomes among primary care patients preferring Spanish and English using the evidence-based tobacco treatment Ask-Advise-Connect. METHODS Ask-Advise-Connect was implemented April 2013 through February 2016 in a large safety-net health system to connect smokers with treatment via a link in the electronic health record. Rates of treatment enrollment, engagement, acceptance of nicotine replacement therapy, and smoking abstinence (self-reported and biochemically confirmed) were compared at 6 months among patients who received treatment in Spanish and English using χ 2 tests. Logistic regression examined language and nicotine replacement therapy and their interaction as predictors of abstinence. RESULTS The smoking status of 218,915 patients was assessed and recorded in the electronic health record. Smoking prevalence was 8.4% among patients preferring Spanish and 27.0% among those preferring English. Spanish-preferring patients were less likely to enroll in treatment (10.7% vs 12.0%, χ 2 = 12.06, P = .001) yet completed more counseling calls when enrolled (median = 2 vs 1, P <.001). Patients who received treatment in Spanish (vs English) were twice as likely to be abstinent at 6 months (self-reported: 25.1% vs 14.5%, odds ratio [OR] = 1.98, 95% CI, 1.62-2.40; biochemically confirmed: 7.6% vs 3.7%, OR = 2.13, 95% CI, 1.52-2.97). Receipt of nicotine replacement therapy increased abstinence for all patients and language did not interact with nicotine replacement therapy to predict abstinence. CONCLUSIONS Automated point-of-care approaches such as Ask-Advise-Connect have great potential to reach Spanish-preferring smokers. Those who received tobacco treatment in Spanish (vs English) demonstrated better engagement and cessation outcomes.
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Affiliation(s)
| | - Bárbara Piñeiro
- Centre d'Estudis Demogràfics, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Damon J Vidrine
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Summer G Frank-Pearce
- Stephenson Cancer Center and Hudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - David W Wetter
- Huntsman Cancer Institute and the Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Vani N Simmons
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Jennifer I Vidrine
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
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5
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Medina-Ramirez P, Casas L, Sutton SK, Calixte-Civil P, Brandon KO, Martinez U, Meade CD, Byrne MM, Brandon TH, Simmons VN. Hispanic/Latinx ethnic subgroup differences in sociodemographic, sociocultural, and smoking characteristics in a cessation trial: An exploratory study. Nicotine Tob Res 2022; 24:1589-1596. [PMID: 35366328 PMCID: PMC9575968 DOI: 10.1093/ntr/ntac081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 01/10/2022] [Accepted: 03/30/2022] [Indexed: 11/14/2022]
Abstract
INTRODUCTION Hispanic/Latinx smokers in the United States are often treated as a homogeneous group. However, population-based studies suggest cigarette use differs among Hispanic/Latinx subgroups by sociodemographic or sociocultural characteristics. This secondary analysis aimed to advance the limited literature by examining differences in smoking-related variables. METHODS We used baseline data from a randomized controlled trial testing a self-help Spanish-language smoking cessation intervention. Puerto Rican (PR), Mexican, and Cuban, the three largest Hispanic/Latinx subgroups in the sample (N=1028), were first compared on sociodemographic and sociocultural variables (acculturation and familism). Primary analyses assessed subgroup differences in cigarette use variables [e.g., cigarettes per day (CPD), nicotine dependence (Fagerström Test for Nicotine Dependence), daily smoking] and smoking-related cognitive constructs (motivation to quit, smoking outcome expectancies and abstinence self-efficacy) controlling for sociodemographic and sociocultural variables. Additional analyses explored differences between men and women within subgroups. RESULTS Mexicans exhibited the lowest levels of daily smoking (90% vs. 95% Cubans and 96% PR; p=.001), CPD (M=13.5, SD=9.5 vs. M=20.1, SD=9.9 Cubans and M=16.7, SD=10.1 PR; p=.016), and nicotine dependence (M=4.2, SD=2.3 vs. M=6.0, SD=2.1 Cubans and M=5.7, SD=2.2 PR; p< .001), with no differences between PRs and Cubans. Within-subgroup comparisons between men and women showed the most differences among PRs [e.g., men were more nicotine dependent (M=6.0, SD=1.9) than women (M=5.4, SD=2.3; p=.041)] and Cubans [e.g., men smoked more CPD (M=22.2, SD=12.2) than women (M=19.3, SD=12.0; p=.042)], and the fewest among Mexicans. CONCLUSIONS Findings support heterogeneity within Hispanic/Latinx smokers and highlight the potential utility of examining sociodemographic, sociocultural, and smoking characteristics important for developing salient cessation interventions. IMPLICATIONS Findings demonstrate that treatment-seeking Hispanic/Latinx smokers in the US differ in sociodemographic, sociocultural, and smoking-related variables (cigarette use and smoking-related cognitive constructs) by subgroup (i.e., Puerto Rican, Mexican, Cuban) and within subgroups by sex. These differences suggest that heterogeneity among subgroups should be considered when developing cessation interventions for Hispanics/Latinxs. Future research should examine how differences in sociodemographic and smoking-related variables impact intervention outcomes and explore the role of sociocultural factors (e.g., acculturation and familism) as determinants of cessation.
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Affiliation(s)
| | - Laura Casas
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA
| | - Steven K Sutton
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL. USA.,Department of Psychology, University of South Florida, Tampa, FL. USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL. USA
| | - Patricia Calixte-Civil
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA.,Department of Psychology, University of South Florida, Tampa, FL. USA
| | - Karen O Brandon
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA
| | - Ursula Martinez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL. USA
| | - Cathy D Meade
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL. USA
| | - Margaret M Byrne
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL. USA
| | - Thomas H Brandon
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA.,Department of Psychology, University of South Florida, Tampa, FL. USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL. USA
| | - Vani N Simmons
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL. USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL. USA
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Simmons VN, Sutton SK, Medina-Ramirez P, Martinez U, Brandon KO, Byrne MM, Meade CD, Meltzer LR, Brandon TH. Self-help smoking cessation intervention for Spanish-speaking Hispanics/Latinxs in the United States: A randomized controlled trial. Cancer 2021; 128:984-994. [PMID: 34679188 DOI: 10.1002/cncr.33986] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 09/23/2021] [Accepted: 10/04/2021] [Indexed: 11/12/2022]
Abstract
BACKGROUND Hispanic/Latinx smokers living in the United States face unique challenges in quitting smoking. This study evaluated the efficacy of a culturally relevant, Spanish-language, extended self-help smoking cessation intervention among Hispanic smokers. METHODS A 2-arm parallel randomized controlled trial was conducted with Hispanic/Latinx smokers living in the United States who preferred health information in Spanish and smoked 5 or more cigarettes per week. Participants were randomly allocated to receive Libre del Cigarrillo (LDC), which consisted of 11 booklets and 9 pamphlets mailed monthly over 18 months, or the usual care (UC), which was a single Spanish-language self-help booklet from the National Cancer Institute. The primary outcome was self-reported 7-day point prevalence smoking abstinence assessed 6, 12, 18, and 24 months after the baseline. Eight prespecified moderators of the intervention were evaluated. Cost-effectiveness was also evaluated. All statistical tests were 2-sided. RESULTS Data from all participants randomized to LDC (n = 714) or UC (n = 703) were used for analyses after multiple imputation to manage missing data. Generalized estimating equation analyses indicated that LDC abstinence rates were higher (P < .001) across all assessments. Logistic regression analyses revealed that at 24 months, the abstinence rate was greater for LDC (33.1%) than UC (24.3%; odds ratio, 1.54; 95% confidence interval, 1.18-2.02; P = .002). Men exhibited a strong intervention effect at all assessments (P values < .001), whereas the intervention effect for women was observed only at 6 and 12 months (P values < .018). In comparison with UC, the incremental cost per quitter in the LDC arm was $648.43 at 18 months and $683.93 at 24 months. CONCLUSIONS A culturally relevant, Spanish-language intervention was efficacious and cost-effective for smoking cessation. LAY SUMMARY Research is needed to develop interventions for ethnic minority smokers. The aim of the current study was to test a Spanish-language adaptation of a validated and easily implemented self-help smoking cessation intervention in a nationwide randomized controlled trial. The findings demonstrated that the intervention produced greater smoking abstinence in comparison with a standard self-help booklet. Participants also were more satisfied with the intervention, and it was cost-effective. Efforts aimed at promoting tobacco abstinence in this underserved population could have significant public health implications, including potential reductions in cancer health disparities associated with tobacco smoking.
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Affiliation(s)
- Vani N Simmons
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Oncologic Sciences, University of South Florida, Tampa, Florida.,Department of Psychology, University of South Florida, Tampa, Florida
| | - Steven K Sutton
- Department of Oncologic Sciences, University of South Florida, Tampa, Florida.,Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Psychology, University of South Florida, Tampa, Florida
| | | | - Ursula Martinez
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Oncologic Sciences, University of South Florida, Tampa, Florida
| | - Karen O Brandon
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Margaret M Byrne
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Oncologic Sciences, University of South Florida, Tampa, Florida
| | - Cathy D Meade
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Oncologic Sciences, University of South Florida, Tampa, Florida
| | - Lauren R Meltzer
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Thomas H Brandon
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Oncologic Sciences, University of South Florida, Tampa, Florida.,Department of Psychology, University of South Florida, Tampa, Florida
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7
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Medina-Ramirez P, Calixte-Civil P, Meltzer LR, Brandon KO, Martinez U, Sutton SK, Meade CD, Byrne MM, Brandon TH, Simmons VN. Comparing Methods of Recruiting Spanish-Preferring Smokers in the United States: Findings from a Randomized Controlled Trial. J Med Internet Res 2020; 22:e19389. [PMID: 32795986 PMCID: PMC7455877 DOI: 10.2196/19389] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 06/23/2020] [Accepted: 06/25/2020] [Indexed: 12/14/2022] Open
Abstract
Background There is a pressing need to address the unacceptable disparities and underrepresentation of racial and ethnic minority groups, including Hispanics or Latinxs, in smoking cessation trials. Objective Given the lack of research on recruitment strategies for this population, this study aims to assess effective recruitment methods based on enrollment and cost. Methods Recruitment and enrollment data were collected from a nationwide randomized controlled trial (RCT) of a Spanish-language smoking cessation intervention (N=1417). The effectiveness of each recruitment strategy was evaluated by computing the cost per participant (CPP), which is the ratio of direct cost over the number enrolled. More effective strategies yielded lower CPPs. Demographic and smoking-related characteristics of participants recruited via the two most effective strategies were also compared (n=1307). Results Facebook was the most effective method (CPP=US $74.12), followed by TV advertisements (CPP=US $191.31), whereas public bus interior card advertising was the least effective method (CPP=US $642.50). Participants recruited via Facebook had lower average age (P=.008) and had spent fewer years in the United States (P<.001). Among the participants recruited via Facebook, a greater percentage of individuals had at least a high school education (P<.001) and an annual income above US $10,000 (P<.001). In addition, a greater percentage of individuals were employed (P<.001) and foreign born (P=.003). In terms of subethnicity, among the subjects recruited via Facebook, a lower percentage of individuals were of Mexican origin (P<.001) and a greater percentage of individuals were of Central American (P=.02), South American (P=.01), and Cuban (P<.001) origin. Conclusions Facebook was the most effective method for recruiting Hispanic or Latinx smokers in the United States for this RCT. However, using multiple methods was necessary to recruit a more diverse sample of Spanish-preferring Hispanic or Latinx smokers.
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Affiliation(s)
- Patricia Medina-Ramirez
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States
| | - Patricia Calixte-Civil
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States.,Department of Psychology, University of South Florida, Tampa, FL, United States
| | - Lauren R Meltzer
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States
| | - Karen O Brandon
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States
| | - Ursula Martinez
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States
| | - Steven K Sutton
- Department of Psychology, University of South Florida, Tampa, FL, United States.,Biostatistics and Bioinformatics Department, Moffitt Cancer Center & Research Institute, Tampa, FL, United States
| | - Cathy D Meade
- Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States.,College of Nursing, University of South Florida, Tampa, FL, United States
| | - Margaret M Byrne
- Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States.,Department of Oncologic Sciences, University of South Florida, Tampa, FL, United States
| | - Thomas H Brandon
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States.,Department of Psychology, University of South Florida, Tampa, FL, United States
| | - Vani N Simmons
- Tobacco Research & Intervention Program, Department of Health Outcomes & Behavior, Moffitt Cancer Center & Research Institute, Tampa, FL, United States.,Department of Psychology, University of South Florida, Tampa, FL, United States
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