Jean McClelland

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Journals/Publications

• Goldtooth-Halwood, R. .., Mathende, A. M., West, C., Arkie, R., McClelland, D. J., & Haozous, E. (2025). Sugar-sweetened beverages and water intake among Indigenous youth in the United States and Canada. International Journal of Circumpolar Health, 84(1), 2528298.
• Mantina, N. M., Smith, J., Miiro, F. N., Magrath, P. A., McClelland, D. J., Barraza, L., Ruiz, J., & Madhivanan, P. (2025). Perspectives of HPV vaccine decision-making among young adults. PLOS ONE, 20(5), e0321448.
• Mantina, N. M., Smith, J., Miiro, F. N., Magrath, P. A., McClelland, D. J., Barraza, L., Ruiz, J., & Madhivanan, P. (2025). Perspectives of HPV vaccine decision-making among young adults: A qualitative systematic review and evidence synthesis. PLoS ONE, 20(Issue 5). doi:10.1371/journal.pone.0321448
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  Background Despite the demonstrated safety and effectiveness of HPV vaccines in preventing HPV-related cancers, global vaccine coverage remains low. The suboptimal adolescent HPV vaccine coverage rate leaves many young adults at increased risk for developing vaccine preventable HPV-related cancers. This qualitative evidence synthesis (QES) aims to examine the HPV vaccination perspectives of young adults globally and identify the barriers and facilitators to HPV vaccine uptake and decision-making processes. Methods A comprehensive search was conducted on October 2023 across seven databases to identify studies that reported on HPV vaccination among young adults aged 18–26 years and used qualitive study methods or analysis techniques. Results Forty-two studies were purposively sampled for inclusion, presenting 29 findings across 10 thematic categories. Vaccine eligible young adults believed that they had aged out of eligibility for HPV vaccination. There was also a perspective that condom use, and regular screenings were alternatives to vaccination in preventing HPV infections. Challenges included scheduling appointments, requirements for multiple shots, and vaccine cost. There was also concern for the gendered nature of vaccine promotion. Lastly, despite being at the age to make autonomous decisions, parents were still influential and active in the vaccine decision-making process for their children. Conclusion The novelty of this study, as one of the principal QES on catch-up HPV vaccination, presents findings that underscore the complexity of factors across multiple ecological levels which may aid or impede vaccination uptake among young adults and provide important considerations for interventions, programs, and policies aimed at addressing HPV vaccination disparities among young adults.
• Melton, F., Kimaru, L. J., McClelland, D. J., Reaven, P. D., & Palmer, K. (2025). Racial and ethnic disparities in children and adults in the usage of continuous glucose monitors. BMJ Open, 15(3), e092883.
• Melton, F., Kimaru, L. J., McClelland, D. J., Reaven, P. D., & Palmer, K. N. (2025). Racial and ethnic disparities in children and adults in the usage of continuous glucose monitors: A scoping review protocol. BMJ Open, 15(Issue 3). doi:10.1136/bmjopen-2024-092883
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  Introduction This scoping review synthesises the existing literature on racial and ethnic disparities in the utilisation of continuous glucose monitors (CGMs) among adults and children with diabetes in the USA. The primary objective is to describe the extent and nature of these disparities, with the broader goal of informing future research and interventions to address health inequities. Methods and analysis Guided by the Joanna Briggs Institute methodological framework, this review will systematically search PubMed, Embase and Scopus for relevant studies. Included studies will focus on individuals diagnosed with type 1 or type 2 diabetes in the USA. Selection criteria will prioritise studies reporting demographic factors, CGM usage patterns and associated health outcomes. The primary outcome is the extent of racial and ethnic disparities in CGM utilisation. Data synthesis will use the National Institute on Minority Health and Health Disparities Framework (NIMHD) to uncover patterns of CGM utilisation among racial-ethnic groups. The NIMHD facilitates a multilevel examination of the factors influencing CGM initiation, continued use and attrition by integrating individual, interpersonal, community and societal level influences. This comprehensive approach provides a nuanced understanding of the barriers and facilitators shaping CGM usage across diverse populations. By applying the NIMHD framework, this review aims to identify existing disparities, uncover gaps in the literature and offer direction for future research and interventions. Ethics and dissemination As this study involves a review of previously published literature and does not involve human subjects research, institutional review board approval will not be pursued. Findings will be disseminated through peer-reviewed publications, conference presentations and lay summaries.
• Ziller, S. G., Standage-Beier, C. S., Okwor, U. E., McClelland, D. J., Bakhshi, B., Coletta, D. K., & Bea, J. W. (2025). Adiposity associations with risk of colorectal cancer: a systematic review. Obesity, 33(8), 1416-1431.
• Carson, W. O., Curley, C., Goldtooth-Halwood, R. .., McClelland, D. J., Carroll, S. R., Yuan, N. P., Carvajal, S., & Cordova-Marks, F. M. (2024). Examining Indigenous Identity as a Protective Factor in Mental Well-Being Research in the United States: A Scoping Review. International Journal of Environmental Research and Public Health, 21(11).
• Celaya, M. F., Madhivanan, P., McClelland, J., Zahlan, A., Rock, C., Nathan, A., & Acharya, A. (2023). Individual and community-level risk factors for maternal morbidity and mortality among Native American women in the USA: protocol for systematic review. BMJ Open, 13(12), e072671.
• Mantina, N. M., Nakayima Miiro, F., Smith, J., McClelland, D. J., Magrath, P. A., & Madhivanan, P. (2023). Perspectives of HPV vaccination among young adults: a qualitative systematic review and evidence synthesis protocol. BMJ Open, 13(12).
• Wilson, A. M., O. Ogunseye, O., Fingesi, T., McClelland, D. J., Gerald, L. B., Harber, P., Beamer, P. I., & Jones, R. M. (2023).

  Exposure frequency, intensity, and duration: What we know about work-related asthma risks for healthcare workers from cleaning and disinfection

  . Journal of Occupational and Environmental Hygiene, 20(8), 350-363. doi:10.1080/15459624.2023.2221712
• Wilson, A. M., O., O. O., Fingesi, T., McClelland, D. J., Gerald, L. B., Harber, P., Beamer, P. I., & Jones, R. M. (2023). Exposure frequency, intensity, and duration: What we know about work-related asthma risks for healthcare workers from cleaning and disinfection. Journal of Occupational and Environmental Hygiene, 20(8), 350-363.
• Yeo, S., Park, Y., McClelland, D. J., Ehiri, J., Ernst, K., Magrath, P., & Alaof??, H. (2023). A scoping review of maternal health among resettled refugee women in the United States. Frontiers in Public Health, 11.
• Coulter, K. K., Delgado, M. Y., Nair, R. L., Mcclelland, D. J., Thomas, R., Nuno, V. L., & Carvajal, S. C. (2023). Future Orientation and Latinx Adolescent Development: A Scoping Review. Adolescent Research Review.
• Coulter, K., Delgado, M. Y., Nair, R. L., McClelland, D. J., Thomas, R., Nuño, V., & Carvajal, S. (2023). Future Orientation and Latinx Adolescent Development: A Scoping Review. Adol. Res. Rev., 195-218.
• Hermanski, A., McClelland, J., Pearce-Walker, J. .., Ruiz, J., & Verhougstraete, M. (2022). The effects of blue spaces on mental health and associated biomarkers. Int. J. Ment. Health, 51(3), 203-217.
• Okusanya, B. O., Lott, B. E., Ehiri, J., McClelland, J., & Rosales, C. (2022). Medical Cannabis for the Treatment of Migraine in Adults: A Review of the Evidence. Frontiers in Neurology, 13.
• Pogreba-Brown, K., Boyd, K., Schaefer, K., Austhof, E., Armstrong, A., Owusu-Dommey, A., Villa-Zapata, L., Arora, M., Mcclelland, J., & Hoffman, S. (2022). Complications Associated with Foodborne Listeriosis: A Scoping Review. Foodborne Pathogens and Disease, 19(11). doi:10.1089/fpd.2022.0012
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  Listeria monocytogenes is a relatively rare but highly pathogenic bacterium that can cause foodborne infections. In the United States there are ∼1600 cases per year, 94% of which result in hospitalizations and 20% in deaths. Per-case burden is high because the disease also causes serious complications, including sepsis, encephalitis, meningitis, miscarriage, and stillbirth. The disease burden of L. monocytogenes is underestimated because some of these acute complications can also result in long-term outcomes. In this article, we conducted a scoping review of L. monocytogenes complications and longer term outcomes from articles published between 2000 and 2018. Search terms were developed for four major databases (PubMed, Scopus, Web of Science, and Embase) as well as gray literature and hand searches of review articles. We follow standard scoping review methodology and assessment. Out of 10,618 unique articles originally identified, 115 articles were included, representing 49 unique outcomes. The majority of studies were cohort designs (n = 67) and conducted in the United States or Europe (n = 98). Four major outcome groupings were death, neurological disorders, sepsis, and congenital infection. This study identifies substantial research on the common acute complications of L. monocytogenes and few long-term consequences of L. monocytogenes. We identify the need for additional studies to determine the longer term impacts of these acute complications.
• Austhof, E., Boyd, K., Schaefer, K., McFadden, C., Owusu-Dommey, A. .., Hoffman, S., Villa-Zapata, L. .., McClelland, D. J., & Pogreba-Brown, K. .. (2021). Scoping Review of Toxoplasma Postinfectious Sequelae. Foodborne Pathog. Dis., 18(10), 687-701.
• Carvajal, S. C., Wilkinson-Lee, A. M., Gerald, L. B., Dubinsky, E., McClelland, D. J., Van Gorden, N., & Lohr, A. M. (2021). Updating Search Strategies for Literature Reviews with OUR2D2: An Open Source Computer Application. Journal of the Medical Library Association, 109(2), 317-322. doi:10.5195/jmla.2021.1105
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  Background: While writing a scoping review, we needed to update our search strategy. We wanted to capture articles generated by our additional search terms and articles published since our original search. Simultaneously, we strove to optimize project resources by not re-screening articles that had been captured in our original results. Case Presentation: In response, we created Open Update Re-run Deduplicate (OUR2D2), a computer application that allows the user to compare search results from a variety of library databases. OUR2D2 supports Extensible Markup Language (XML) files from EndNote and comma-separated values (CSV) files using article titles for comparisons. We conducted unit tests to ensure appropriate functionality as well as accurate data extraction and analysis. We tested OUR2D2 by comparing original and updated search results from PubMed, Embase, Clarivate Web of Science, CINAHL, Scopus, ProQuest Dissertation and Theses, and Lens and estimate that this application saved 21 hours of work during the screening process. Conclusions: OUR2D2 could be useful for individuals seeking to update literature review strategies across fields without re-screening articles from previous searches. Because the OUR2D2 source code is freely available with a permissive license, we recommend this application for researchers conducting literature reviews who need to update their search results over time, want a powerful and flexible analysis framework, and may not have access to paid subscription tools.
• Chebet, J. J., Ehiri, J. E., McClelland, D. J., Taren, D., & Hakim, I. A. (2021). Effect of d-limonene and its derivatives on breast cancer in human trials: a scoping review and narrative synthesis. BMC Cancer, 21(1).
• Hermanski, A., McClelland, J., Pearce-Walker, J. .., Ruiz, J., & Verhougstraete, M. (2021). The effects of blue spaces on mental health and associated biomarkers. Int. J. Ment. Health.
• Lohr, A. M., Van Gorden, N., McClelland, D. J., Dubinsky, E., Gerald, L. B., Wilkinson-Lee, A. M., & Carvajal, S. C. (2021). Updating Search Strategies for Literature Reviews with OUR2D2: An Open Source Computer Application. Journal of the Medical Library Association.
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  Background: While writing a scoping review, we needed to update our search strategy. We wanted to capture articles generated by our additional search terms and articles published since our original search. Simultaneously, we strove to optimize project resources by not re-screening articles that had been captured in our original results. Case Presentation: In response, we created Open Update Re-run Deduplicate (OUR2D2), a computer application that allows the user to compare search results from a variety of library databases. OUR2D2 supports Extensible Markup Language (XML) files from EndNote and comma-separated values (CSV) files using article titles for comparisons. We conducted unit tests to ensure appropriate functionality as well as accurate data extraction and analysis. We tested OUR2D2 by comparing original and updated search results from PubMed, Embase, Clarivate Web of Science, CINAHL, Scopus, ProQuest Dissertation and Theses, and Lens and estimate that this application saved 21 hours of work during the screening process. Conclusions: OUR2D2 could be useful for individuals seeking to update literature review strategies across fields without re-screening articles from previous searches. Because the OUR2D2 source code is freely available with a permissive license, we recommend this application for researchers conducting literature reviews who need to update their search results over time, want a powerful and flexible analysis framework, and may not have access to paid subscription tools.
• Palmer, K., Rivers, P. S., Melton, F. L., McClelland, D. J., Hatcher, J., Marrero, D. G., Thomson, C. A., & Garcia, D. O. (2021). Health promotion interventions for African Americans delivered in U.S. barbershops and hair salons- a systematic review. BMC Public Health, 21(1).
• Pogreba-Brown, K., McClelland, D. J., Austhof, E., Boyd, K., Schaefer, K., McFadden, C., Owusu-Dommey, A., Hoffman, S., & Villa-Zapata, L. (2021). Scoping Review of Toxoplasma Postinfectious Sequelae. Foodborne Pathogens and Disease, 18(10), 687-701. doi:10.1089/fpd.2021.0015
• Reynolds, K. A., Sexton, J. D., Norman, A., & McClelland, D. J. (2021). Comparison of electric hand dryers and paper towels for hand hygiene: a critical review of the literature. Journal of Applied Microbiology, 130(1), 25-39.
• Valencia, D. Y., Habila, M., McClelland, D. J., Degarege, A., Madhivanan, P., & Krupp, K. (2021). Infection-associated biofilms and statins: Protocol for systematic review. BMJ Open, 11(5).
• Coulter, K., Ingram, M., McClelland, D. J., & Lohr, A. (2020). Positionality of community health workers on health intervention research teams: A scoping review. Frontiers in Public Health, 8, 1-12.
• Lohr, A. M., Krause, K. C., Mcclelland, D. J., Van Gorden, N., Gerald, L. B., Del Casino, V. J., Wilkinson-Lee, A. M., & Carvajal, S. C. (2021). The Impact of School Gardens on Youth Social and Emotional Learning: A Scoping Review. Journal of Adventure Education and Outdoor Learning. doi:DOI: 10.1080/14729679.2020.1838935
• Lott, B. E., Trejo, M. J., Baum, C., McClelland, D. J., Adsul, P., Madhivanan, P., Carvajal, S., Ernst, K., & Ehiri, J. (2020). Interventions to increase uptake of cervical screening in sub-Saharan Africa: A scoping review using the integrated behavioral model. BMC Public Health, 20(1).
• McClelland, D., Norman, A., Sexton, J., & Reynolds, K. (2020). Comparison of electric hand dryers and paper towels for hand hygiene: a critical review of the literature. Journal of Applied Microbiology, 130(1), 25-39. doi:10.1111/jam.14796
• Mcclelland, D. J., Krause, K. C., Carvajal, S. C., Wilkinson-lee, A. M., Mcclelland, D. J., Lohr, A. M., Krause, K. C., Gorden, N. V., Gerald, L. B., & Casino, V. J. (2020). The impact of school gardens on youth social and emotional learning: a scoping review. Journal of Adventure Education & Outdoor Learning, 21(4), 1-14. doi:10.1080/14729679.2020.1838935
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  Social and Emotional Learning (SEL) has five competencies: relationship skills, responsible decision-making, self-awareness, social awareness, and self-management. A promising practice to promote p...
• Palmer, K., Rivers, P., Melton, F., McClelland, J., Hatcher, J., Marrero, D. G., Thomson, C., & Garcia, D. O. (2020). Protocol for a systematic review of health promotion interventions for African Americans delivered in US barbershops and hair salons. BMJ Open, 10(4).
• Pogreba-brown, K., Austhof, E., Armstrong, A., Armstrong, A., Schaefer, K., Mcclelland, D. J., Batz, M. B., Kuecken, M., Porter, C. K., Bazaco, M. C., Zapata, L. V., & Riddle, M. S. (2020). Chronic Gastrointestinal and Joint-Related Sequelae Associated with Common Foodborne Illnesses: A Scoping Review.. Foodborne pathogens and disease, 17(2), 67-86. doi:10.1089/fpd.2019.2692
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  To strengthen the burden estimates for chronic sequelae of foodborne illness, we conducted a scoping review of the current literature for common foodborne pathogens and their associated sequelae. We aim to describe the current literature and gaps in knowledge of chronic sequelae associated with common foodborne illnesses. A comprehensive search was conducted in PubMed, EMBASE, and Web of Science for peer-reviewed articles published January 1, 2000 to April 1, 2018. Articles available in English, of any epidemiological study design, for 10 common foodborne pathogens (Campylobacter, Salmonella, Escherichia coli, Listeria, Shigella, Cryptosporidium, Cyclospora, Giardia, Yersinia, and norovirus) and their associated gastrointestinal (GI)- and joint-related sequelae were included. Of the 6348 titles screened for inclusion, 380 articles underwent full-text review; of those 380, 129 were included for data extraction. Of the bacterial pathogens included in the search terms, the most commonly reported were Salmonella (n = 104) and Campylobacter (n = 99); E. coli (n = 55), Shigella (n = 49), Yersinia (n = 49), and Listeria (n = 15) all had fewer results. Norovirus was the only virus included in our search, with 28 article that reported mostly GI-related sequelae and reactive arthritis (ReA) reported once. For parasitic diseases, Giardia (n = 26) and Cryptosporidium (n = 18) had the most articles, and no results were found for Cyclospora. The most commonly reported GI outcomes were irritable bowel syndrome (IBS; n = 119) and inflammatory bowel disease (n = 29), and ReA (n = 122) or "joint pain" (n = 19) for joint-related sequelae. Salmonella and Campylobacter were most often associated with a variety of outcomes, with ReA (n = 34 and n = 27) and IBS (n = 17 and n = 20) reported most often. This scoping review shows there are still a relatively small number of studies being conducted to understand specific pathogen/outcome relationships. It also shows where important gaps in the impact of chronic sequelae from common foodborne illnesses still exist and where more focused research would best be implemented.
• Santos, E. M., McClelland, D. J., Shelly, C. E., Hansen, L., Jacobs, E. T., Klimentidis, Y. C., & Ernst, K. C. (2020). Malaria education interventions addressing bed net care and repair practices: a systematic review. Pathogens and Global Health, 114(1), 2-15.
• Anderson, E. J., Krause, K. C., Krause, C. M., Welter, A., McClelland, D. J., Garcia, D. O., Ernst, K., Lopez, E. C., & Koss, M. P. (2021). Web-Based and mHealth Interventions for Intimate Partner Violence Victimization Prevention: A Systematic Review. TRAUMA VIOLENCE & ABUSE.
• Anderson, E. J., McClelland, J., Meyer Krause, C., Krause, K. C., Garcia, D. O., & Koss, M. P. (2019). Web-based and mHealth interventions for intimate partner violence prevention: A systematic review protocol. BMJ Open, 9(8).
• McClelland, D. J., Anderson, E. J., Krause, K. C., Meyer Krause, C., Welter, A., Garcia, D. O., Ernst, K., Lopez, E. C., & Koss, M. P. (2019). Web-Based and mHealth Interventions for Intimate Partner Violence Victimization Prevention: A Systematic Review. Trauma, Violence, & Abuse, 22(4), 870-884. doi:10.1177/1524838019888889
• Pogreba-Brown, K., Austhof, E., Armstrong, A., Schaefer, K., Zapata, L. V., McClelland, D. J., Batz, M. B., Kuecken, M., Riddle, M., Porter, C. K., & Bazaco, M. C. (2019). Chronic Gastrointestinal and Joint-Related Sequelae Associated with Common Foodborne Illnesses: A Scoping Review. FOODBORNE PATHOGENS AND DISEASE.
• Carvajal, S. C., Kibor, C., McClelland, D. J., Ingram, M., de, Z. J., Torres, E., Redondo, F., Rodriguez, K., Rubio-Goldsmith, R. .., Meister, J., & Rosales, C. (2014). Stress and Sociocultural Factors Related to Health Status Among US-Mexico Border Farmworkers. Journal of Immigrant and Minority Health, 16(6), 1176-1182.
• Carvajal, S. C., Rosales, C., Rubio-Goldsmith, R. .., Sabo, S., Ingram, M., McClelland, D. J., Redondo, F., Torres, E., Romero, A. J., O'Leary, A., Sanchez, Z., & De, Z. J. (2013). The border community and immigration stress scale: A preliminary examination of a community responsive measure in two southwest samples.
• Mcclelland, D. J., Mayorga, M. T., Martin, J., Ingram, M., Gillespie, K., & Caballero, M. F. (2010). Experiences of immigrant women who self-petition under the Violence Against Women Act.. Violence against women, 16(8), 858-80. doi:10.1177/1077801210376889
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  Undocumented immigrant women who are abused and living in the United States are isolated in a foreign country, in constant fear of deportation, and feel at the mercy of their spouse to gain legal status. To ensure that immigration law does not trap women in abusive relationships, the Violence Against Women Act (VAWA, 1994) enabled immigrant women to self-petition for legal status. Qualitative research methods were used in this participatory action research to investigate the experiences of Mexican immigrant women filing VAWA self-petitions. Emotional, financial, and logistic barriers in applying are identified, and recommendations for practice research and policy are provided.
• Hill, A., De Zapien, J., Staten, L., Jean McClelland, D., Garza, R., Moore-Monroy, M., Elenes, J., Steinfelt, V., Tittelbaugh, I., Whitmer, E., & Meister, J. (2008). From program to policy: Expanding the role of community coalitions. Preventing Chronic Disease, 5(1).
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  Background: Diabetes mortality at the United States-Mexico border is twice the national average. Type 2 diabetes mellitus is increasingly diagnosed among children and adolescents. Fragmented services and scarce resources further restrict access to health care. Increased awareness of the incidence of disease and poor health outcomes became a catalyst for creating community-based coalitions and partnerships with the University of Arizona that focused on diabetes. Context: Five partnerships between the communities and the University of Arizona were formed to address these health issues. They began with health promotion as their goal and were challenged to add policy and environmental change to their objectives. Understanding the meaning of policy in the community context is the first step in the transition from program to policy. Policy participation brings different groups together, strengthening ties and building trust among community members and community organizations. Methods: Data on progress and outcomes were collected from multiple sources. We used the Centers for Disease Control and Prevention's Racial and Ethnic Approaches to Community Health (REACH) 2010 Community Change Model as the capacity-building and analytic framework for supporting and documenting the transition of coalitions from program to policy. Consequences: Over 5 years, the coalitions made the transition, in varying degrees, from a programmatic focus to a policy planning and advocacy focus. The coalitions raised community awareness, built community capacity, encouraged a process of "change in change agents," and advocated for community environmental and policy shifts to improve health behaviors. Interpretation: The five coalitions made environmental and policy impacts by engaging in policy advocacy. These outcomes indicate the successful, if not consistently sustained, transition from program to policy. Whether and how these "changes in change agents" are transferable to the larger community over the long term remains to be seen.
• Hill, A., De, Z. J., Staten, L. K., Jean McClelland, D., Garza, R., Moore-Monroy, M. .., Elenes, J., Steinfelt, V., Tittelbaugh, I., Whitmer, E., & Meister, J. S. (2007). From program to policy: Expanding the role of community coalitions.
• Chong, J., Ingram, M., McClelland, D. J., Lopez, D., & De, Z. J. (2000). Smoking behavior in a smoking workplace.

Presentations

• Hall-Lipsy, E. A., Maqueo-Chew, A. G., Carroll, T. L., Cooley, J. H., Mcclelland, D. J., & De Zapien, J. G. (2016, September). Developing an assessment tool for an interprofessional, binational, service learning activity for health professions students: focusing on empathy, advocacy, and cultural competency outcomes. All Together Better Health VIII. Oxford, England: World Coordinating Committee of Inteprofessional Networks.