David B. Buller
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
David B. Buller has a total of 275 co-authors. Here are the top co-authors by number of shared publications:
Barbara J. Walkosz
Research, Klein Buendel, Inc, Golden, Colorado (Drs Buller, Walkosz, and Woodall and Mss Berteletti and Kinsey); Department of Allied Health Sciences, University of Connecticut, Storrs, Connecticut (Dr Pagoto and Mr Divito); and Department of Psychology, Colorado State University, Fort Collins, Colorado (Dr Henry)
13 shared publicationsMary Klein Buller
Klein Buendel, Inc. Golden Colorado USA
12 shared publicationsGary R. Cutter
Department of Biostatistics, School of Public Health, University of Alabama, 403b Ryals Public Health Building 1665 University Boulevard, Birmingham, AL 35294 USA
11 shared publicationsW. Gill Woodall
Klein Buendel, Inc., 1667 Cole Boulevard, Suite 220, Golden, CO 80401 USA
11 shared publications- Barbara J. Walkosz
Klein Buendel (United States), Golden, United States
10 shared publications - Sherry L. Pagoto
Department of Allied Health Sciences, University of Connecticut, Storrs, USA
10 shared publications
Latest Publications
- 21 April 2026
- Published by American Association for Cancer Research (AACR) in Cancer Epidemiology, Biomarkers & Prevention
- Vol. 35 (5) , OF1-OF5
Associations between Perceived Costs and Rewards of Sun Protection and Sun Safety Practices among Rural and Urban High School Students
Background: Adolescents frequently engage in behaviors that increase ultraviolet radiation (UVR) exposure, elevating their lifetime risk for skin cancer. This study examined cross-sectional associations between high school students’ perceptions of the costs of UVR protection, the rewards of tanning, and their engagement in UVR-protective behaviors to identify targets for intervention. Methods: Data were drawn from N = 2,105 students (46% male; 77% White; and 33.4% rural) at baseline who enrolled in the Sun-safe Habits Intervention and Education cluster-randomized trial conducted in Utah high schools from 2021 to 2023. Students completed self-reports of skin cancer prevention knowledge, time spent outdoors, perceived costs of UVR protection, perceived rewards of tanning, and UVR-protective behaviors. Analyses included bivariate tests and multivariable regression, adjusted for demographics and knowledge. Results: Students who perceived higher costs of UVR protection (r = −0.34; P <0 .001) and greater rewards of tanning (r = −0.28; P <0 .001) engaged in fewer UVR-protective behaviors. In an adjusted model, lower sun-safe behavior was independently predicted by lower knowledge of UVR safety (B = 0.21; P <0 .01), higher perceived protection cost (B = −0.32; P <0 .001), and greater tanning reward (B = −0.19; P <0 .001). Conclusions: Perceived costs of UVR protection and appearance-based rewards of tanning are key attributes of adolescent UVR exposure. School-based skin cancer prevention should incorporate appearance-focused and tailored strategies (such as UV photography or photoaging feedback) to promote sustainable sun safety behaviors. Impact: Addressing both cognitive and motivational barriers to UVR protection during adolescence could strengthen early prevention efforts and reduce future skin cancer burden.
- 21 April 2026
- Published by American Association for Cancer Research (AACR) in Cancer Epidemiology, Biomarkers & Prevention
- Vol. 35 (5) , OF1-OF5
Associations between Perceived Costs and Rewards of Sun Protection and Sun Safety Practices among Rural and Urban High School Students
Background: Adolescents frequently engage in behaviors that increase ultraviolet radiation (UVR) exposure, elevating their lifetime risk for skin cancer. This study examined cross-sectional associations between high school students’ perceptions of the costs of UVR protection, the rewards of tanning, and their engagement in UVR-protective behaviors to identify targets for intervention. Methods: Data were drawn from N = 2,105 students (46% male; 77% White; and 33.4% rural) at baseline who enrolled in the Sun-safe Habits Intervention and Education cluster-randomized trial conducted in Utah high schools from 2021 to 2023. Students completed self-reports of skin cancer prevention knowledge, time spent outdoors, perceived costs of UVR protection, perceived rewards of tanning, and UVR-protective behaviors. Analyses included bivariate tests and multivariable regression, adjusted for demographics and knowledge. Results: Students who perceived higher costs of UVR protection (r = −0.34; P <0 .001) and greater rewards of tanning (r = −0.28; P <0 .001) engaged in fewer UVR-protective behaviors. In an adjusted model, lower sun-safe behavior was independently predicted by lower knowledge of UVR safety (B = 0.21; P <0 .01), higher perceived protection cost (B = −0.32; P <0 .001), and greater tanning reward (B = −0.19; P <0 .001). Conclusions: Perceived costs of UVR protection and appearance-based rewards of tanning are key attributes of adolescent UVR exposure. School-based skin cancer prevention should incorporate appearance-focused and tailored strategies (such as UV photography or photoaging feedback) to promote sustainable sun safety behaviors. Impact: Addressing both cognitive and motivational barriers to UVR protection during adolescence could strengthen early prevention efforts and reduce future skin cancer burden.
- Open Access
- 8 January 2026
- Published by JMIR Publications Inc. in Journal of Medical Internet Research
- Vol. 28, e80803
A Web-Based Cancer Prevention Intervention for Rural Emerging Adults: Mixed Methods Development and Pilot-Testing Study
Background: The rapid growth of user-generated web-based health information increases the complexity of cancer information seeking. One promising strategy for promoting high-quality cancer information consumption is through targeted interventions that are intentionally designed to reach individuals in the web-based spaces they occupy. However, there is a paucity of evidence-based information on the best strategies for designing and implementing web-based health behavior change interventions to improve individuals’ cancer-related knowledge and prevent cancer. Objective: This study aimed to develop and pilot test a theory-based intervention via the web to reduce 6 cancer risk factors among rural emerging adults (EAs) through community-engaged research. Methods: This mixed methods evaluation describes the development of a web-based cancer prevention intervention aimed at rural EAs aged 18-26 years in the United States and delivered in Facebook private groups. The intervention was guided by behavior change theory and cocreated with EA and Stakeholder Organization Advisory Boards to ensure relevance, accessibility, and appropriateness. We report on 3 formative surveys, a pilot intervention, protocol development, and the community-engaged process for intervention development. Descriptive statistics were applied to the surveys and pilot intervention baseline results to produce means and SDs using R. Results: We developed posts (n=400) for a Facebook feed aimed at reducing 6 cancer risk behaviors (unhealthy diet, lack of physical activity, tobacco use, alcohol use, sun exposure, and human papillomavirus infection) with iterative input from the EA and stakeholder advisory boards. Formative surveys with rural EAs (n=297) and a pilot study of the intervention with this population (n=26) were conducted. In the pilot study, the intervention reached participants across rural counties, with sustained engagement (post views=1060, reactions=346, comments=72) over a one-month period. Key modifications to the intervention content and design emerged from both advisory boards, the formative surveys, and the pilot intervention, focusing on using perceived reliable sources and direct links to source material. Conclusions: This web-based cancer prevention intervention is scalable and delivers engaging, evidence-informed health information to rural EAs. We offer key insights into the design and implementation of web-based cancer prevention interventions for EAs by describing the resources, timelines, and expertise needed to design and implement the intervention. Considerations for fully engaging EA and community stakeholder partners are presented, and we discuss how their involvement resulted in modifications that strengthened the intervention. Finally, we highlight the importance of theory-based health-behavior messaging, digital messaging skillsets, and platform-tailored dissemination strategies for maximizing web-based intervention acceptability. Trial Registration: ClinicalTrials.gov NCT05618158; https://classic.clinicaltrials.gov/ct2/show/NCT05618158 International Registered Report Identifier (IRRID): RR2-10.2196/50392
- 8 January 2026
- Published by JMIR Publications Inc. in Journal of Medical Internet Research
- Vol. 28, e80803
Open AccessA Web-Based Cancer Prevention Intervention for Rural Emerging Adults: Mixed Methods Development and Pilot-Testing Study
Background: The rapid growth of user-generated web-based health information increases the complexity of cancer information seeking. One promising strategy for promoting high-quality cancer information consumption is through targeted interventions that are intentionally designed to reach individuals in the web-based spaces they occupy. However, there is a paucity of evidence-based information on the best strategies for designing and implementing web-based health behavior change interventions to improve individuals’ cancer-related knowledge and prevent cancer. Objective: This study aimed to develop and pilot test a theory-based intervention via the web to reduce 6 cancer risk factors among rural emerging adults (EAs) through community-engaged research. Methods: This mixed methods evaluation describes the development of a web-based cancer prevention intervention aimed at rural EAs aged 18-26 years in the United States and delivered in Facebook private groups. The intervention was guided by behavior change theory and cocreated with EA and Stakeholder Organization Advisory Boards to ensure relevance, accessibility, and appropriateness. We report on 3 formative surveys, a pilot intervention, protocol development, and the community-engaged process for intervention development. Descriptive statistics were applied to the surveys and pilot intervention baseline results to produce means and SDs using R. Results: We developed posts (n=400) for a Facebook feed aimed at reducing 6 cancer risk behaviors (unhealthy diet, lack of physical activity, tobacco use, alcohol use, sun exposure, and human papillomavirus infection) with iterative input from the EA and stakeholder advisory boards. Formative surveys with rural EAs (n=297) and a pilot study of the intervention with this population (n=26) were conducted. In the pilot study, the intervention reached participants across rural counties, with sustained engagement (post views=1060, reactions=346, comments=72) over a one-month period. Key modifications to the intervention content and design emerged from both advisory boards, the formative surveys, and the pilot intervention, focusing on using perceived reliable sources and direct links to source material. Conclusions: This web-based cancer prevention intervention is scalable and delivers engaging, evidence-informed health information to rural EAs. We offer key insights into the design and implementation of web-based cancer prevention interventions for EAs by describing the resources, timelines, and expertise needed to design and implement the intervention. Considerations for fully engaging EA and community stakeholder partners are presented, and we discuss how their involvement resulted in modifications that strengthened the intervention. Finally, we highlight the importance of theory-based health-behavior messaging, digital messaging skillsets, and platform-tailored dissemination strategies for maximizing web-based intervention acceptability. Trial Registration: ClinicalTrials.gov NCT05618158; https://classic.clinicaltrials.gov/ct2/show/NCT05618158 International Registered Report Identifier (IRRID): RR2-10.2196/50392
- Open Access
- 26 December 2025
- Published by Springer Nature in BMC Public Health
- Vol. 26 (1)
Systematic review and narrative synthesis of behavioral interventions to improve heat-related illness prevention in community and occupational populations
Extreme heat is the leading cause of weather-related deaths. Prevention includes personal practices and emergency procedures. Behavioral interventions to i
- 26 December 2025
- Published by Springer Nature in BMC Public Health
- Vol. 26 (1)
Open AccessSystematic review and narrative synthesis of behavioral interventions to improve heat-related illness prevention in community and occupational populations
Extreme heat is the leading cause of weather-related deaths. Prevention includes personal practices and emergency procedures. Behavioral interventions to i
- Open Access
- 17 July 2025
- Published by JMIR Publications Inc. in JMIR Preprints
A Web-Based Cancer Prevention Intervention for Rural Emerging Adults: Mixed Methods Development and Pilot-Testing Study (Preprint)
BACKGROUND The rapid growth of user-generated web-based health information increases the complexity of cancer information seeking. One promising strategy for promoting high-quality cancer information consumption is through targeted interventions that are intentionally designed to reach individuals in the web-based spaces they occupy. However, there is a paucity of evidence-based information on the best strategies for designing and implementing web-based health behavior change interventions to improve individuals’ cancer-related knowledge and prevent cancer. OBJECTIVE This study aimed to develop and pilot test a theory-based intervention via the web to reduce 6 cancer risk factors among rural emerging adults (EAs) through community-engaged research. METHODS This mixed methods evaluation describes the development of a web-based cancer prevention intervention aimed at rural EAs aged 18-26 years in the United States and delivered in Facebook private groups. The intervention was guided by behavior change theory and cocreated with EA and Stakeholder Organization Advisory Boards to ensure relevance, accessibility, and appropriateness. We report on 3 formative surveys, a pilot intervention, protocol development, and the community-engaged process for intervention development. Descriptive statistics were applied to the surveys and pilot intervention baseline results to produce means and SDs using R. RESULTS We developed posts (n=400) for a Facebook feed aimed at reducing 6 cancer risk behaviors (unhealthy diet, lack of physical activity, tobacco use, alcohol use, sun exposure, and human papillomavirus infection) with iterative input from the EA and stakeholder advisory boards. Formative surveys with rural EAs (n=297) and a pilot study of the intervention with this population (n=26) were conducted. In the pilot study, the intervention reached participants across rural counties, with sustained engagement (post views=1060, reactions=346, comments=72) over a one-month period. Key modifications to the intervention content and design emerged from both advisory boards, the formative surveys, and the pilot intervention, focusing on using perceived reliable sources and direct links to source material. CONCLUSIONS This web-based cancer prevention intervention is scalable and delivers engaging, evidence-informed health information to rural EAs. We offer key insights into the design and implementation of web-based cancer prevention interventions for EAs by describing the resources, timelines, and expertise needed to design and implement the intervention. Considerations for fully engaging EA and community stakeholder partners are presented, and we discuss how their involvement resulted in modifications that strengthened the intervention. Finally, we highlight the importance of theory-based health-behavior messaging, digital messaging skillsets, and platform-tailored dissemination strategies for maximizing web-based intervention acceptability. CLINICALTRIAL ClinicalTrials.gov NCT05618158; https://classic.clinicaltrials.gov/ct2/show/NCT05618158 INTERNATIONAL REGISTERED REPORT RR2-10.2196/50392
- 17 July 2025
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessA Web-Based Cancer Prevention Intervention for Rural Emerging Adults: Mixed Methods Development and Pilot-Testing Study (Preprint)
BACKGROUND The rapid growth of user-generated web-based health information increases the complexity of cancer information seeking. One promising strategy for promoting high-quality cancer information consumption is through targeted interventions that are intentionally designed to reach individuals in the web-based spaces they occupy. However, there is a paucity of evidence-based information on the best strategies for designing and implementing web-based health behavior change interventions to improve individuals’ cancer-related knowledge and prevent cancer. OBJECTIVE This study aimed to develop and pilot test a theory-based intervention via the web to reduce 6 cancer risk factors among rural emerging adults (EAs) through community-engaged research. METHODS This mixed methods evaluation describes the development of a web-based cancer prevention intervention aimed at rural EAs aged 18-26 years in the United States and delivered in Facebook private groups. The intervention was guided by behavior change theory and cocreated with EA and Stakeholder Organization Advisory Boards to ensure relevance, accessibility, and appropriateness. We report on 3 formative surveys, a pilot intervention, protocol development, and the community-engaged process for intervention development. Descriptive statistics were applied to the surveys and pilot intervention baseline results to produce means and SDs using R. RESULTS We developed posts (n=400) for a Facebook feed aimed at reducing 6 cancer risk behaviors (unhealthy diet, lack of physical activity, tobacco use, alcohol use, sun exposure, and human papillomavirus infection) with iterative input from the EA and stakeholder advisory boards. Formative surveys with rural EAs (n=297) and a pilot study of the intervention with this population (n=26) were conducted. In the pilot study, the intervention reached participants across rural counties, with sustained engagement (post views=1060, reactions=346, comments=72) over a one-month period. Key modifications to the intervention content and design emerged from both advisory boards, the formative surveys, and the pilot intervention, focusing on using perceived reliable sources and direct links to source material. CONCLUSIONS This web-based cancer prevention intervention is scalable and delivers engaging, evidence-informed health information to rural EAs. We offer key insights into the design and implementation of web-based cancer prevention interventions for EAs by describing the resources, timelines, and expertise needed to design and implement the intervention. Considerations for fully engaging EA and community stakeholder partners are presented, and we discuss how their involvement resulted in modifications that strengthened the intervention. Finally, we highlight the importance of theory-based health-behavior messaging, digital messaging skillsets, and platform-tailored dissemination strategies for maximizing web-based intervention acceptability. CLINICALTRIAL ClinicalTrials.gov NCT05618158; https://classic.clinicaltrials.gov/ct2/show/NCT05618158 INTERNATIONAL REGISTERED REPORT RR2-10.2196/50392
- Open Access
- 14 July 2025
- Published by Frontiers Media SA in Frontiers in Public Health
- Vol. 13, 1565251
Descriptive analysis of municipal policies addressing shade in eight southwest and northeast states in the United States
Introduction: Shade is an essential environmental feature to prevent heat illnesses and skin cancer. Written policies related to shade were described in municipalities in four southwest and four northeast U.S. states.Method: Municipal codes, planning documents, and manuals/guidelines from municipalities (N = 48) in eight U.S. states were coded for content related to shade by research assistants. They used a standardized protocol to assign numeric codes to each document to assess type of document, type of shade, location, resource allocation, accountability, and design standards. Results were summarized using descriptive statistics.Results: Three quarters of municipalities (75.0%) had a policy document that addressed shade, including municipal codes (54.2%), planning documents (29.2%), and manuals/guidelines (12.5%). Protecting from heat (31.3%) was mentioned in policies more than protecting from ultraviolet radiation (8.3%), as was natural shade (56.3%) rather than constructed shade (25.0%). Policies prescribed several design standards, most frequently shade material, proportion of area covered, and attractiveness. Half (50.0%) of municipalities mentioned accountability for shade in the policy, but only a third (35.4%) addressed resource allocation. Regional differences were seen in policy document type, shade type, locations, design standards, and resource allocation.Discussion: Many municipalities had policies that mentioned shade, but only a minority of policies indicated that the purpose of the policy was protection from heat or ultraviolet radiation. In northeast municipalities, which can have local home rule traditions, policies on shade appeared almost entirely in municipal codes. Southwest municipalities often included policies in planning documents that may have less legal force than municipal codes.
- 14 July 2025
- Published by Frontiers Media SA in Frontiers in Public Health
- Vol. 13, 1565251
Open AccessDescriptive analysis of municipal policies addressing shade in eight southwest and northeast states in the United States
Introduction: Shade is an essential environmental feature to prevent heat illnesses and skin cancer. Written policies related to shade were described in municipalities in four southwest and four northeast U.S. states.Method: Municipal codes, planning documents, and manuals/guidelines from municipalities (N = 48) in eight U.S. states were coded for content related to shade by research assistants. They used a standardized protocol to assign numeric codes to each document to assess type of document, type of shade, location, resource allocation, accountability, and design standards. Results were summarized using descriptive statistics.Results: Three quarters of municipalities (75.0%) had a policy document that addressed shade, including municipal codes (54.2%), planning documents (29.2%), and manuals/guidelines (12.5%). Protecting from heat (31.3%) was mentioned in policies more than protecting from ultraviolet radiation (8.3%), as was natural shade (56.3%) rather than constructed shade (25.0%). Policies prescribed several design standards, most frequently shade material, proportion of area covered, and attractiveness. Half (50.0%) of municipalities mentioned accountability for shade in the policy, but only a third (35.4%) addressed resource allocation. Regional differences were seen in policy document type, shade type, locations, design standards, and resource allocation.Discussion: Many municipalities had policies that mentioned shade, but only a minority of policies indicated that the purpose of the policy was protection from heat or ultraviolet radiation. In northeast municipalities, which can have local home rule traditions, policies on shade appeared almost entirely in municipal codes. Southwest municipalities often included policies in planning documents that may have less legal force than municipal codes.
- Open Access
- 4 July 2025
- Published by JMIR Publications Inc. in JMIR Research Protocols
- Vol. 14 (1) , e67809
A Culturally Tailored mHealth Intervention (MobileMen App) to Promote Physical Activity in African American Men: Protocol for a Comparative Effectiveness Trial
Background: African American men are at a higher risk for serious health conditions such as cardiovascular disease, diabetes, and stroke compared to non-Hispanic White men. Physical activity (PA) is a modifiable health behavior that has been shown to decrease chronic disease risk; yet, PA engagement is alarmingly low in African American men. Interventions to improve PA engagement are effective in a number of populations; however, very few have been tailored to the unique needs of African American men. Even fewer have leveraged mobile health apps, despite African American men’s interest in and willingness to use such technologies for health improvement. Objective: This comparative effectiveness trial aims to evaluate MobileMen, a PA promotion app tailored to the needs and preferences of African American men. This trial will compare the MobileMen app to a commercially available PA promotion app with similar features but lacks culturally tailored components. Methods: We will recruit a sample of “low active” (accumulating 30 years from Baton Rouge, Louisiana, and the surrounding communities. All participants are given a Fitbit Charge 6 wearable activity tracker to assess daily PA and steps and are randomized to either the MobileMen intervention app or the comparator app, which is a commercially available PA tracking app called Stridekick. The Stridekick app has features similar to those in the MobileMen app but was not intentionally designed for African American men. The intervention period is 6 months during which participants will interact with their assigned mobile app. MobileMen includes features such as digital badges earned for PA; tangible prizes like exercise equipment; challenges among participants; goal setting; nutrition; PA; and behavior change educational information in text, audio, and video formats. Participants will complete assessments at baseline and at 6 months post randomization. Assessments include objective measurements of daily steps and minutes of moderate to vigorous PA, quality of life, dietary measures, self-efficacy for fruit and vegetable consumption and PA, and autonomous motivation for PA. Results: This trial is in the start-up phase. The MobileMen app development and usability testing was completed in August 2024. Participant recruitment efforts began in October 2024. The trial and associated data analyses and interpretation are planned to be completed by fall 2025. Conclusions: Mobile apps are a widely accessible means to disseminate culturally tailored PA promotion interventions to various populations, including African American men. MobileMen has the potential to impact PA engagement in African American men, which would dramatically improve the overall health and chronic disease risk in this underrepresented group. Trial Registration: ClinicalTrials.gov NCT05621044; https://clinicaltrials.gov/study/NCT05621044 International Registered Report Identifier (IRRID): PRR1-10.2196/67809
- 4 July 2025
- Published by JMIR Publications Inc. in JMIR Research Protocols
- Vol. 14 (1) , e67809
Open AccessA Culturally Tailored mHealth Intervention (MobileMen App) to Promote Physical Activity in African American Men: Protocol for a Comparative Effectiveness Trial
Background: African American men are at a higher risk for serious health conditions such as cardiovascular disease, diabetes, and stroke compared to non-Hispanic White men. Physical activity (PA) is a modifiable health behavior that has been shown to decrease chronic disease risk; yet, PA engagement is alarmingly low in African American men. Interventions to improve PA engagement are effective in a number of populations; however, very few have been tailored to the unique needs of African American men. Even fewer have leveraged mobile health apps, despite African American men’s interest in and willingness to use such technologies for health improvement. Objective: This comparative effectiveness trial aims to evaluate MobileMen, a PA promotion app tailored to the needs and preferences of African American men. This trial will compare the MobileMen app to a commercially available PA promotion app with similar features but lacks culturally tailored components. Methods: We will recruit a sample of “low active” (accumulating 30 years from Baton Rouge, Louisiana, and the surrounding communities. All participants are given a Fitbit Charge 6 wearable activity tracker to assess daily PA and steps and are randomized to either the MobileMen intervention app or the comparator app, which is a commercially available PA tracking app called Stridekick. The Stridekick app has features similar to those in the MobileMen app but was not intentionally designed for African American men. The intervention period is 6 months during which participants will interact with their assigned mobile app. MobileMen includes features such as digital badges earned for PA; tangible prizes like exercise equipment; challenges among participants; goal setting; nutrition; PA; and behavior change educational information in text, audio, and video formats. Participants will complete assessments at baseline and at 6 months post randomization. Assessments include objective measurements of daily steps and minutes of moderate to vigorous PA, quality of life, dietary measures, self-efficacy for fruit and vegetable consumption and PA, and autonomous motivation for PA. Results: This trial is in the start-up phase. The MobileMen app development and usability testing was completed in August 2024. Participant recruitment efforts began in October 2024. The trial and associated data analyses and interpretation are planned to be completed by fall 2025. Conclusions: Mobile apps are a widely accessible means to disseminate culturally tailored PA promotion interventions to various populations, including African American men. MobileMen has the potential to impact PA engagement in African American men, which would dramatically improve the overall health and chronic disease risk in this underrepresented group. Trial Registration: ClinicalTrials.gov NCT05621044; https://clinicaltrials.gov/study/NCT05621044 International Registered Report Identifier (IRRID): PRR1-10.2196/67809
- 14 March 2025
- Published by Wolters Kluwer Health in Journal of Occupational and Environmental Medicine
- Vol. 67 (7) , 498-506
Economic Evaluation of Two Scalability Strategies for Nationwide Dissemination of an Occupational Sun Safety Intervention in a Randomized Trial
Objective: An economic evaluation of methods for scaling up the Go Sun Smart at Work (GSS@W) occupational sun protection program was conducted. Methods: Regional districts (n = 138) in 21 state departments of transportation were randomized to digital or in-person scalability strategies for GSS@W. Cost of delivering GSS@W was obtained from project accounting records and manager reports. Incremental cost-effectiveness ratio between digital and in-person strategies was calculated. Results: Program-delivery costs (in thousands) were $15.6 in digital and $74.3 in in-person strategies. Across all districts, the incremental cost-effectiveness ratio was $3305, representing average cost savings from a sun safety action not implemented under the digital strategy but implemented under the in-person strategy. Conclusions: The digital scalability strategy was cost-effective relative to an in-person strategy, generating substantial cost savings and offsetting a lower mean number of implemented program actions.
- 14 March 2025
- Published by Wolters Kluwer Health in Journal of Occupational and Environmental Medicine
- Vol. 67 (7) , 498-506
Economic Evaluation of Two Scalability Strategies for Nationwide Dissemination of an Occupational Sun Safety Intervention in a Randomized Trial
Objective: An economic evaluation of methods for scaling up the Go Sun Smart at Work (GSS@W) occupational sun protection program was conducted. Methods: Regional districts (n = 138) in 21 state departments of transportation were randomized to digital or in-person scalability strategies for GSS@W. Cost of delivering GSS@W was obtained from project accounting records and manager reports. Incremental cost-effectiveness ratio between digital and in-person strategies was calculated. Results: Program-delivery costs (in thousands) were $15.6 in digital and $74.3 in in-person strategies. Across all districts, the incremental cost-effectiveness ratio was $3305, representing average cost savings from a sun safety action not implemented under the digital strategy but implemented under the in-person strategy. Conclusions: The digital scalability strategy was cost-effective relative to an in-person strategy, generating substantial cost savings and offsetting a lower mean number of implemented program actions.
- 1 February 2025
- Published by American Public Health Association in American Journal of Public Health
- Vol. 115 (2) , 191-200
Bills to Restrict Access to and Harm From Indoor Tanning Facilities in US State Legislatures, 1992‒2023
Objectives. To describe progression, content, and stringency of state legislation regulating indoor tanning and association with state government political party leadership. Methods. Trained research assistants used legal mapping methods to code legislative bills on indoor tanning introduced in US states, the District of Columbia, and Puerto Rico. We calculated composite scores on the stringency of age restrictions and of warnings, operator requirements, and enforcement. We evaluated associations of the political party of the legislative sponsor and legislature majority. Results. Between 1992 and 2023, 184 bills were introduced in 49 of 50 states and DC (56 laws were enacted, and 126 bills failed). An under-18 ban was enacted in 22 states and DC. Party affiliation of the bill sponsor and legislature majority combined to affect bill passage and age restrictions. Conclusions. In many states, it took several years and proposed bills before a law on indoor tanning was enacted. Enacted bills were more stringent than failed bills. Public Health Implications. Increasing support for stringent regulations on indoor tanning is evident and may motivate other states or the federal government to prohibit minors from using indoor tanning facilities. ( Am J Public Health. 2025;115(2):191–200. https://doi.org/10.2105/AJPH.2024.307894 )
- 1 February 2025
- Published by American Public Health Association in American Journal of Public Health
- Vol. 115 (2) , 191-200
Bills to Restrict Access to and Harm From Indoor Tanning Facilities in US State Legislatures, 1992‒2023
Objectives. To describe progression, content, and stringency of state legislation regulating indoor tanning and association with state government political party leadership. Methods. Trained research assistants used legal mapping methods to code legislative bills on indoor tanning introduced in US states, the District of Columbia, and Puerto Rico. We calculated composite scores on the stringency of age restrictions and of warnings, operator requirements, and enforcement. We evaluated associations of the political party of the legislative sponsor and legislature majority. Results. Between 1992 and 2023, 184 bills were introduced in 49 of 50 states and DC (56 laws were enacted, and 126 bills failed). An under-18 ban was enacted in 22 states and DC. Party affiliation of the bill sponsor and legislature majority combined to affect bill passage and age restrictions. Conclusions. In many states, it took several years and proposed bills before a law on indoor tanning was enacted. Enacted bills were more stringent than failed bills. Public Health Implications. Increasing support for stringent regulations on indoor tanning is evident and may motivate other states or the federal government to prohibit minors from using indoor tanning facilities. ( Am J Public Health. 2025;115(2):191–200. https://doi.org/10.2105/AJPH.2024.307894 )
- Open Access
- 24 November 2024
- Published by Elsevier in Contemporary Clinical Trials Communications
- Vol. 42, 101399
Challenges and lessons learned in recruiting participants for school-based disease prevention programs during COVID-19
- 24 November 2024
- Published by Elsevier in Contemporary Clinical Trials Communications
- Vol. 42, 101399
Open AccessChallenges and lessons learned in recruiting participants for school-based disease prevention programs during COVID-19
- Open Access
- 21 October 2024
- Published by JMIR Publications Inc. in JMIR Preprints
A Culturally Tailored mHealth Intervention (MobileMen App) to Promote Physical Activity in African American Men: Protocol for a Comparative Effectiveness Trial (Preprint)
BACKGROUND African American men are at a higher risk for serious health conditions such as cardiovascular disease, diabetes, and stroke compared to non-Hispanic White men. Physical activity (PA) is a modifiable health behavior that has been shown to decrease chronic disease risk; yet, PA engagement is alarmingly low in African American men. Interventions to improve PA engagement are effective in a number of populations; however, very few have been tailored to the unique needs of African American men. Even fewer have leveraged mobile health apps, despite African American men’s interest in and willingness to use such technologies for health improvement. OBJECTIVE This comparative effectiveness trial aims to evaluate MobileMen, a PA promotion app tailored to the needs and preferences of African American men. This trial will compare the MobileMen app to a commercially available PA promotion app with similar features but lacks culturally tailored components. METHODS We will recruit a sample of “low active” (accumulating 30 years from Baton Rouge, Louisiana, and the surrounding communities. All participants are given a Fitbit Charge 6 wearable activity tracker to assess daily PA and steps and are randomized to either the MobileMen intervention app or the comparator app, which is a commercially available PA tracking app called Stridekick. The Stridekick app has features similar to those in the MobileMen app but was not intentionally designed for African American men. The intervention period is 6 months during which participants will interact with their assigned mobile app. MobileMen includes features such as digital badges earned for PA; tangible prizes like exercise equipment; challenges among participants; goal setting; nutrition; PA; and behavior change educational information in text, audio, and video formats. Participants will complete assessments at baseline and at 6 months post randomization. Assessments include objective measurements of daily steps and minutes of moderate to vigorous PA, quality of life, dietary measures, self-efficacy for fruit and vegetable consumption and PA, and autonomous motivation for PA. RESULTS This trial is in the start-up phase. The MobileMen app development and usability testing was completed in August 2024. Participant recruitment efforts began in October 2024. The trial and associated data analyses and interpretation are planned to be completed by fall 2025. CONCLUSIONS Mobile apps are a widely accessible means to disseminate culturally tailored PA promotion interventions to various populations, including African American men. MobileMen has the potential to impact PA engagement in African American men, which would dramatically improve the overall health and chronic disease risk in this underrepresented group. CLINICALTRIAL ClinicalTrials.gov NCT05621044; https://clinicaltrials.gov/study/NCT05621044 INTERNATIONAL REGISTERED REPORT PRR1-10.2196/67809
- 21 October 2024
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessA Culturally Tailored mHealth Intervention (MobileMen App) to Promote Physical Activity in African American Men: Protocol for a Comparative Effectiveness Trial (Preprint)
BACKGROUND African American men are at a higher risk for serious health conditions such as cardiovascular disease, diabetes, and stroke compared to non-Hispanic White men. Physical activity (PA) is a modifiable health behavior that has been shown to decrease chronic disease risk; yet, PA engagement is alarmingly low in African American men. Interventions to improve PA engagement are effective in a number of populations; however, very few have been tailored to the unique needs of African American men. Even fewer have leveraged mobile health apps, despite African American men’s interest in and willingness to use such technologies for health improvement. OBJECTIVE This comparative effectiveness trial aims to evaluate MobileMen, a PA promotion app tailored to the needs and preferences of African American men. This trial will compare the MobileMen app to a commercially available PA promotion app with similar features but lacks culturally tailored components. METHODS We will recruit a sample of “low active” (accumulating 30 years from Baton Rouge, Louisiana, and the surrounding communities. All participants are given a Fitbit Charge 6 wearable activity tracker to assess daily PA and steps and are randomized to either the MobileMen intervention app or the comparator app, which is a commercially available PA tracking app called Stridekick. The Stridekick app has features similar to those in the MobileMen app but was not intentionally designed for African American men. The intervention period is 6 months during which participants will interact with their assigned mobile app. MobileMen includes features such as digital badges earned for PA; tangible prizes like exercise equipment; challenges among participants; goal setting; nutrition; PA; and behavior change educational information in text, audio, and video formats. Participants will complete assessments at baseline and at 6 months post randomization. Assessments include objective measurements of daily steps and minutes of moderate to vigorous PA, quality of life, dietary measures, self-efficacy for fruit and vegetable consumption and PA, and autonomous motivation for PA. RESULTS This trial is in the start-up phase. The MobileMen app development and usability testing was completed in August 2024. Participant recruitment efforts began in October 2024. The trial and associated data analyses and interpretation are planned to be completed by fall 2025. CONCLUSIONS Mobile apps are a widely accessible means to disseminate culturally tailored PA promotion interventions to various populations, including African American men. MobileMen has the potential to impact PA engagement in African American men, which would dramatically improve the overall health and chronic disease risk in this underrepresented group. CLINICALTRIAL ClinicalTrials.gov NCT05621044; https://clinicaltrials.gov/study/NCT05621044 INTERNATIONAL REGISTERED REPORT PRR1-10.2196/67809