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Mora Pinzon M, Hills O, Levy G, James TT, Benitez A, Lawrence S, Ellis T, Washington V, Solorzano L, Tellez-Giron P, Cano Ospina F, Metoxen MF, Gleason CE. Implementation of a Social Media Strategy for Public Health Promotion in Black, American Indian or Alaska Native, and Hispanic or Latino Communities During the COVID-19 Pandemic: Cross-Sectional Study. J Med Internet Res 2024; 26:e58581. [PMID: 39657164 DOI: 10.2196/58581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 07/17/2024] [Accepted: 09/25/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Individuals identifying as Black, American Indian or Alaska Native, or Hispanic or Latino lack access to culturally appropriate accurate information and are the target of disinformation campaigns, which create doubt in science and health care providers and might play a role in sustaining health disparities related to the COVID-19 pandemic. OBJECTIVE This study aims to create and disseminate culturally and medically appropriate social media messages for Black, Latino, and American Indian or Alaska Native communities in Wisconsin and evaluate their reach and effectiveness in addressing the information needs of these communities. METHODS Our team identified relevant COVID-19 topics based on feedback from their respective community, developed lay format materials, and translated materials into culturally appropriate social media messages that community advocates delivered across their respective communities. Social media metrics (reach, engagement, and impressions) were collected using Sprout Social and Facebook Analytics. We hosted 9 focus groups with community members to learn about their social media use. These data were analyzed using an inductive approach, using NVivo software (release 1.7) to code content. RESULTS Between August 2021 and January 2023, we created 980 unique social media posts that reached 88,790 individuals and gathered >6700 engagements. Average reach per post was similar across the 3 communities, despite differences in the number of posts and followers on each page: 119.46 (Latino individuals), 111.74 (Black individuals), and 113.11 (Oneida Nation members). The type of posts that had higher engagement rate per reached person (ERR) varied across communities and platforms, with the highest being live videos for the Latino community on Facebook (ERR 9.4%), videos for the Black community on Facebook (ERR 19.53%), and social media messages for the Oneida Nation community (ERR 59.01%). CONCLUSIONS Our project presents a unique and effective model for health messages and highlights the need for tailoring social media messages and approaches for minoritized audiences (eg, age, gender, race, and ethnicity). Further research studies are needed to explore how specific types of information affect the dissemination of information and the implications for health communications.
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Affiliation(s)
- Maria Mora Pinzon
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Ornella Hills
- Department of Ethnic Studies, College of Arts and Sciences, Lawrence University, Appleton, WI, United States
| | - George Levy
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Taryn T James
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
- Wisconsin Alzheimer's Disease Research Center, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Ashley Benitez
- School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Sacheen Lawrence
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Tiffany Ellis
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | | | | | | | | | - Melissa F Metoxen
- Native American Center for Health Professions, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
| | - Carey E Gleason
- Division of Geriatrics and Gerontology, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
- Wisconsin Alzheimer's Disease Research Center, Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, United States
- Geriatric Research, Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, Department of Veterans Affairs, Madison, WI, United States
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Killion KE, Gaiser J, Soucy A, Waring ME. Awareness and Use of MyPlate Among US Adults With Young Children. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2024; 56:822-828. [PMID: 39152978 DOI: 10.1016/j.jneb.2024.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 06/19/2024] [Accepted: 06/30/2024] [Indexed: 08/19/2024]
Abstract
OBJECTIVE To examine awareness, information-seeking, and use of MyPlate among US adults with young children. DESIGN Secondary analysis of cross-sectional data from the 2015-2018 National Health and Nutrition Examination Survey (NHANES). PARTICIPANTS US adults aged 18-45 years with children ≤5 years. VARIABLES MEASURED Adults reported sociodemographic characteristics and whether they had heard of MyPlate, looked online for MyPlate information, or tried to follow the MyPlate plan. ANALYSIS Logistic regression models estimated MyPlate awareness, information-seeking, and use by sociodemographic characteristics. Analyses were weighted to represent adults with young children nationally. RESULTS Twenty-nine percent of US adults with young children were aware of MyPlate. MyPlate awareness was lower among men, racial/ethnic minorities, adults with less education, adults who speak a language other than English, and SNAP/WIC recipients. Among those who knew of MyPlate, 39% sought MyPlate information online, and 33% had tried to use the MyPlate plan. Men were less likely to look online for or follow the MyPlate plan than women. Mexican-American adults and WIC recipients were more likely to have tried to follow the MyPlate plan. CONCLUSIONS MyPlate is an underutilized resource among families with young children. Efforts are needed to disseminate and encourage the use of MyPlate, particularly among marginalized groups.
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Affiliation(s)
- Kate E Killion
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT
| | - Julia Gaiser
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT
| | - Alison Soucy
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT
| | - Molly E Waring
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT.
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Mattei J, Caballero-González A, Maafs-Rodríguez A, Zhang A, O’Neill HJ, Gago C. Lessons learned by adapting and implementing LUCHA: a deep-structure culturally tailored healthy eating randomized pilot intervention for ethnic-diverse Latinos. Front Public Health 2024; 11:1269390. [PMID: 38445250 PMCID: PMC10912621 DOI: 10.3389/fpubh.2023.1269390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 12/20/2023] [Indexed: 03/07/2024] Open
Abstract
Objectives To report the adaptation and implementation of LUCHA (Latinos United for a Culturally Healthy Alimentation), a pilot intervention to improve dietary quality and behaviors (primary outcomes) of Latinos in Massachusetts, US, and the lessons learned during the process, including disruptions during the COVID-19 pandemic, to help shape future programs. Methods The cultural adaptation process was pre-planned using a framework, grounded in the Theory of Reasoned Action/Planned Behavior, and informed by formative mixed-methods research. A projected 75 self-identifying Latino adults (25-65y) were recruited with community-wide strategies and randomized to receive, in parallel, daily healthy eating text messages for 2 months, reinforced for 2 subsequent months, to either control (i.e., surface-level messages based on USDA MyPlate in Spanish), or intervention (i.e., deep-structure messages). The intervention messages were ethnically tailored to Caribbean or non-Caribbean heritages specifically, grounded in entrenched cultural attitudes, norms, and preferences. Trained research assistants administered questionnaires and clinical measurements at baseline, 2-months, and 4-months, in person (pre-pandemic) or via online video calls (at-pandemic). Clinicaltrials.gov registration #NCT04724382. Results LUCHA faced challenges and opportunities that conveyed lessons for future cultural adaptation and implementation of healthy eating programs. Recommendations are provided to improve digital programs for diverse ethnicities, such as widening language capabilities in texting services, using familiar video call applications, and instructing participants to measure their own clinical metrics at home using guided standardized protocols. Conclusion Tailoring nutrition programs with deep-structure cultural messages is essential when promoting healthy eating in diverse Latino heritages. LUCHA can inform programs for similar ethnic groups.
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Affiliation(s)
- Josiemer Mattei
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
| | | | - Ana Maafs-Rodríguez
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
- Department of Population Medicine, Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA, United States
| | - Amelia Zhang
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
| | - H. June O’Neill
- Department of Population Medicine, Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA, United States
| | - Cristina Gago
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
- Department of Population Medicine, Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA, United States
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Kite J, Chan L, MacKay K, Corbett L, Reyes-Marcelino G, Nguyen B, Bellew W, Freeman B. A Model of Social Media Effects in Public Health Communication Campaigns: Systematic Review. J Med Internet Res 2023; 25:e46345. [PMID: 37450325 PMCID: PMC10382952 DOI: 10.2196/46345] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/27/2023] [Accepted: 04/19/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Social media platforms are frequently used in health communication campaigns. Common understandings of campaign effects posit a sequential and linear series of steps from exposure to behavior change, commonly known as the hierarchy of effects model (HOE). These concepts need to be reevaluated in the age of social media, which are interactional and communal. OBJECTIVE This review aims to update the traditional HOE for health communication campaigns in the context of social media, including identifying indicators of effectiveness and how these are conceptualized to lead to health-related outcomes. METHODS We conducted a systematic review of studies following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines reporting on the use of social media as part of health communication campaigns, extracting campaign information such as objectives, platforms used, and measures of campaign performance. We used these data, combined with our understanding of the HOE, to develop an updated conceptual model of social media campaign effects. RESULTS We identified 99 eligible studies reporting on 93 campaigns, published between 2012 and 2022. The campaigns were conducted in over 20 countries, but nearly half (n=42) were conducted in the United States. Campaigns targeted a variety of health issues and predominantly used Facebook, Twitter, Instagram, and YouTube. Most campaigns (n=81) set objectives targeting awareness or individual behavior change. Process measures (n=68; eg, reach and impressions) and engagement measures (n=73; eg, likes and retweets) were reported most frequently, while two-fifths (n=42) did not report any outcomes beyond engagement, such as changes in knowledge, behavior, or social norms. Most campaigns (n=55) collected measures that did not allow them to determine if the campaign objective had been met; that is, they were process evaluations only. Based on our review, our updated model suggests that campaign exposure can lead to individual behavior change and improved health outcomes, either through a direct or indirect pathway. Indirect pathways include exposure through social and policy changes. "Engagement" is positioned as critical to success, replacing awareness in the traditional HOE, and all types of engagement are treated as equal and good. No consideration is being given to potential negative engagement, such as the distribution of misinformation. Additionally, the process is no longer linear and sequential, with circular pathways evident, such as engagement not only influencing behavior change but also generating additional exposure to campaign messages. CONCLUSIONS Our review has highlighted a change in conventional understandings of how campaigns can influence health outcomes in the age of social media. The updated model we propose provides social media campaigners with a starting point to develop and tailor campaign messages and allows evaluators to identify critical assumptions to test, including the role and value of "engagement." TRIAL REGISTRATION PROSPERO CRD42021287257; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=287257.
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Affiliation(s)
- James Kite
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
| | - Lilian Chan
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
| | - Kathryn MacKay
- Sydney Health Ethics, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
| | - Lucy Corbett
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
| | - Gillian Reyes-Marcelino
- Sydney School of Public Health, The University of Sydney, Camperdown, Australia
- The Daffodil Centre, The University of Sydney and Cancer Council New South Wales, Camperdown, Australia
| | - Binh Nguyen
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
| | - William Bellew
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
| | - Becky Freeman
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Camperdown, Australia
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Haldeman L. Nutrition Educators are Innovators… but it Takes Time. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2023; 55:169. [PMID: 36894221 DOI: 10.1016/j.jneb.2023.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Affiliation(s)
- Lauren Haldeman
- Editor-in-Chief, Journal of Nutrition, Education and Behavior, Advancing Research, Practice, and Policy
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Chapman-Novakofski K. Advancing Nutrition Education and Behavior. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2022; 54:807. [PMID: 36087953 DOI: 10.1016/j.jneb.2022.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Affiliation(s)
- Karen Chapman-Novakofski
- Editor-in-Chief, Journal of Nutrition Education and Behavior, Advancing Research, Practice, and Policy
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