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Owsley C, Matthies DS, McGwin G, Edberg JC, Baxter SL, Zangwill LM, Owen JP, Lee CS. Cross-sectional design and protocol for Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI). BMJ Open 2025; 15:e097449. [PMID: 39915016 PMCID: PMC11800295 DOI: 10.1136/bmjopen-2024-097449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 01/22/2025] [Indexed: 02/09/2025] Open
Abstract
INTRODUCTION Artificial Intelligence Ready and Equitable for Diabetes Insights (AI-READI) is a data collection project on type 2 diabetes mellitus (T2DM) to facilitate the widespread use of artificial intelligence and machine learning (AI/ML) approaches to study salutogenesis (transitioning from T2DM to health resilience). The fundamental rationale for promoting health resilience in T2DM stems from its high prevalence of 10.5% of the world's adult population and its contribution to many adverse health events. METHODS AI-READI is a cross-sectional study whose target enrollment is 4000 people aged 40 and older, triple-balanced by self-reported race/ethnicity (Asian, black, Hispanic, white), T2DM (no diabetes, pre-diabetes and lifestyle-controlled diabetes, diabetes treated with oral medications or non-insulin injections and insulin-controlled diabetes) and biological sex (male, female) (Clinicaltrials.org approval number STUDY00016228). Data are collected in a multivariable protocol containing over 10 domains, including vitals, retinal imaging, electrocardiogram, cognitive function, continuous glucose monitoring, physical activity, home air quality, blood and urine collection for laboratory testing and psychosocial variables including social determinants of health. There are three study sites: Birmingham, Alabama; San Diego, California; and Seattle, Washington. ETHICS AND DISSEMINATION AI-READI aims to establish standards, best practices and guidelines for collection, preparation and sharing of the data for the purposes of AI/ML, including guidance from bioethicists. Following Findable, Accessible, Interoperable, Reusable principles, AI-READI can be viewed as a model for future efforts to develop other medical/health data sets targeted for AI/ML. AI-READI opens the door for novel insights in understanding T2DM salutogenesis. The AI-READI Consortium are disseminating the principles and processes of designing and implementing the AI-READI data set through publications. Those who download and use AI-READI data are encouraged to publish their results in the scientific literature.
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Affiliation(s)
- Cynthia Owsley
- Ophthalmology and Visual Sciences, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Dawn S Matthies
- Ophthalmology and Visual Sciences, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gerald McGwin
- Ophthalmology and Visual Sciences, The University of Alabama at Birmingham, Birmingham, Alabama, USA
- Epidemiology, The University of Alabama at Birmingham School of Public Health, Birmingham, Alabama, USA
| | - Jeffrey C Edberg
- Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Sally L Baxter
- Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Linda M Zangwill
- Ophthalmology, University of California San Diego, La Jolla, California, USA
| | - Julia P Owen
- Ophthalmology, University of Washington, Seattle, Washington, USA
| | - Cecilia S Lee
- Ophthalmology, University of Washington, Seattle, Washington, USA
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Peregrina HNA, Yoo GJ, Villanueva C, Bayog ML, Doan T, Bender MS. Tiwala, Gaining Trust to Recruit Filipino American Families: CARE-T2D Study. Ethn Dis 2022; 32:49-60. [PMID: 35106044 PMCID: PMC8785862 DOI: 10.18865/ed.32.1.49] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2025] Open
Abstract
OBJECTIVE Filipino Americans have greater risk for type 2 diabetes (T2D) and related complications compared to other Asian populations and non-Hispanic Whites. There are few diabetes intervention studies focused on Filipinos and limited evidence regarding the best recruitment strategies for this hard-to-reach population. METHODS This article examined barriers and facilitators to recruitment of Filipino families for the "Caring for Asian Americans through Research and Education on T2D" (CARE-T2D) study, which took place in California from June 2018 through June 2019. RESULTS Recruitment of 50 Filipino dyads (parent with T2D and adult child) were successfully met. Gaining trust through culturally tailored strategies was key in recruiting Filipino participants. Tiwala (gaining trust) strategies involved: 1) using Filipino staff as role models for research engagement and 2) incorporating narrative communications or "kuwentuhan" (Filipino cultural storytelling) with recruitment. Other facilitating strategies included in-person presentations at local colleges and organizations, Filipino community leaders' support, snowball sampling, previous study participant listservs, and posting fliers on family/friends' personal social media sites. Barriers to recruitment included research mistrust, confidentiality concerns, and risks of violating cultural values. CONCLUSION To our knowledge, this is the first study to recruit Filipino family dyads. Findings will inform researchers and clinicians on how best to recruit Filipino families in community health-related research and public health programs.
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Affiliation(s)
| | - Grace J. Yoo
- San Francisco State University, Department of Asian American Studies; San Francisco, CA
| | - Carissa Villanueva
- San Francisco State University, Department of Nursing; San Francisco, CA
| | - Maria L.G. Bayog
- University of California, San Francisco, School of Nursing; UCSF Health; San Francisco, CA
| | - Therese Doan
- San Francisco State University, Department of Asian American Studies; San Francisco, CA
| | - Melinda S. Bender
- San Francisco State University, Department of Asian American Studies; San Francisco, CA
- San Francisco State University, Department of Nursing; San Francisco, CA
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Tsai W, Zhang L, Park JS, Tan YL, Kwon SC. The importance of community and culture for the recruitment, engagement, and retention of Chinese American immigrants in health interventions. Transl Behav Med 2021; 11:1682-1690. [PMID: 33963414 PMCID: PMC8442562 DOI: 10.1093/tbm/ibab053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Chinese Americans experience cancer health disparities throughout the entire cancer continuum. Yet, they remain underrepresented in health research in part due to barriers in recruitment, engagement, and retention. This paper describes the strategies that we devised, by drawing upon our experiences with conducting two culturally sensitive cancer intervention studies, to help researchers improve their recruitment and retention rates of Chinese Americans in health research and address the gap in knowledge on intervention research with this population. The first study assessed the efficacy, adoption, and impact of an intervention, delivered by community health workers, to improve adherence to recommended stomach cancer prevention guidelines for at-risk Chinese Americans. The second study evaluated the feasibility and preliminary efficacy of a culturally adapted version of the Expressive Helping intervention for Chinese American cancer patients and survivors. Our main recruitment strategies revolved around building community relationships, developing culturally sensitive materials, and establishing good first impressions with participants. Our main engagement and retention strategies focused on attending to cultural sensitivity, fostering relationships, and using technology. Harnessing the community's inherent strengths and prioritizing cultural understanding is crucial for culturally sensitive health research with Chinese Americans.
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Affiliation(s)
- William Tsai
- Department of Applied Psychology, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, USA
| | - Liwei Zhang
- School of Social Work, Rutgers University, New Brunswick, NJ, USA
| | - James S Park
- Department of Medicine, NYU Langone Health, New York, NY, USA
| | - Yi-Ling Tan
- Department of Population Health, NYU Langone Health, New York, NY, USA
| | - Simona C Kwon
- Department of Population Health, NYU Langone Health, New York, NY, USA
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Wieland ML, Njeru JW, Alahdab F, Doubeni CA, Sia IG. Community-Engaged Approaches for Minority Recruitment Into Clinical Research: A Scoping Review of the Literature. Mayo Clin Proc 2021; 96:733-743. [PMID: 33004216 DOI: 10.1016/j.mayocp.2020.03.028] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/15/2020] [Accepted: 03/31/2020] [Indexed: 01/14/2023]
Abstract
Underrepresentation of racial and ethnic minority populations in clinical research persists in the United States, highlighting the unmet ideals of generalizability and equity of research findings and products. Previous systematic reviews exploring various facets of this phenomenon concluded that community engagement with minority groups may effectively promote recruitment and retention, but the ways in which community-engaged approaches have been used for recruitment have not been examined. We performed a scoping review of the literature to identify studies of community-engaged recruitment processes. The search resulted in 2842 articles, of which 66 met inclusion criteria. These articles demonstrated a relatively large literature base of descriptive studies conveying details of community engagement approaches to enhance recruitment of minority research participants. We summarize key aspects of current practices across the spectrum of community engagement. A gap in the literature is the relative lack of the comparative studies among different engagement strategies.
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Affiliation(s)
- Mark L Wieland
- Division of Community Internal Medicine, Mayo Clinic, Rochester, MN.
| | - Jane W Njeru
- Division of Community Internal Medicine, Mayo Clinic, Rochester, MN
| | - Fares Alahdab
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, MN
| | - Chyke A Doubeni
- Center for Health Equity and Community Engagement Research and Department of Family Medicine, Mayo Clinic, Rochester, MN
| | - Irene G Sia
- Division of Infectious Diseases, Mayo Clinic, Rochester, MN
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Post-traumatic stress symptoms and social constraints in the communication with family caregivers among Chinese-speaking breast cancer survivors. Support Care Cancer 2019; 28:4115-4122. [PMID: 31872294 DOI: 10.1007/s00520-019-05206-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 11/24/2019] [Indexed: 10/25/2022]
Abstract
PURPOSE The consequences of breast cancer on physical and psychological well-being have been extensively studied. One of the long-term effects of the disease is Post-Traumatic Stress Symptoms (PTSS). However, only a small number of studies examined PTSS among Chinese-speaking breast cancer survivors. This study investigated interpersonal and physical health predictors of PTSS and explored sociodemographic and clinical factors linked to PTSS in this group. We hypothesized that higher levels of social constraints and lower levels of social support, relationship closeness, and physical health would be associated with higher levels of PTSS. METHODS A sample of 96 Chinese-speaking breast cancer survivors completed measures of PTSS, social constraints, social support, closeness, health-related quality of life, and acculturation. Bivariate correlation examined association between variables of interest. Then, a hierarchical multiple regression analysis was conducted to examine predictors of PTSS. RESULTS Participants reported an average score of 14.7 (SD = 10.46, range 0-44) on the severity of PTSS, with 54.2% (N = 52) meeting the criteria for likelihood of PTSD. PTSS were positively associated with social constraints and negatively associated with social support, closeness, and physical health. More medication usage was linked to worse PTSS. Only social constraints in the ability to communicate cancer-related concerns to the caregiver predicted worse PTSS severity. CONCLUSIONS The study unveils the role of interpersonal factors in mental health outcomes of Chinese-speaking breast cancer survivors. Future research should be conducted on larger samples and culturally relevant psychosocial interventions should be developed.
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Kim TH, Kang JW. Acupuncture for symptoms management in Korean breast cancer survivors: a prospective pilot study. Acupunct Med 2019; 37:164-174. [DOI: 10.1177/0964528419832610] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: There is an unmet need for effective treatment of the various treatment-related symptoms experienced by breast cancer survivors. These symptoms could be alleviated by acupuncture. Although several lines of evidence in Western countries suggest that acupuncture has a beneficial effect on symptoms in breast cancer survivors, few relevant studies have been conducted in Korean patients. This pilot study assessed the feasibility of acupuncture for a variety of treatment-related symptoms in Korean breast cancer survivors. Method: From October 2015 to March 2016, we recruited patients who had undergone treatment for breast cancer and subsequently reported symptoms, including aromatase inhibitor-related knee pain, vasomotor symptoms, insomnia, sexual dysfunction and post-mastectomy pain in the chest wall or shoulder. The women received 4 weeks of symptom-specific acupuncture followed by a further 4 weeks of follow-up to evaluate the feasibility of acupuncture for this indication, and its impact on common and symptom-specific outcome variables. Results: Eight study participants were recruited over a period of 6 months, six of whom completed the planned acupuncture treatment and follow-up assessments. A total of 78 acupuncture sessions were performed. We found that acupuncture was feasible, with only six minor self-limiting acupuncture-related adverse events. Most of the women felt that they had benefitted from participation in the study. The preliminary analysis indicated improvement in common symptom-specific outcomes. Conclusion: Our findings suggest that acupuncture is feasible, but low recruitment rates should be considered when considering future acupuncture research in Korean breast cancer survivors. Rigorous evaluation of this symptomatic treatment strategy is now needed in the Korean population.
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Affiliation(s)
- Tae-Hun Kim
- Korean Medicine Clinical Trial Center, Korean Medicine Hospital, Kyung Hee University, Seoul, South Korea
| | - Jung Won Kang
- Department of Acupuncture & Moxibustion, College of Korean Medicine, Kyung Hee University, Seoul, South Korea
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Lee H, Kim M, Cooley ME, Kiang PNC, Kim D, Tang S, Shi L, Thiem L, Kan P, Peou S, Touch C, Chea P, Allison J. Using narrative intervention for HPV vaccine behavior change among Khmer mothers and daughters: A pilot RCT to examine feasibility, acceptability, and preliminary effectiveness. Appl Nurs Res 2018; 40:51-60. [DOI: 10.1016/j.apnr.2017.12.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 11/30/2017] [Accepted: 12/14/2017] [Indexed: 10/18/2022]
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Lim JW. The impact of comorbidity on the relationship between life stress and health-related quality of life for Chinese- and Korean-American breast cancer survivors. ETHNICITY & HEALTH 2018; 23:16-32. [PMID: 27764966 PMCID: PMC6201289 DOI: 10.1080/13557858.2016.1246428] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
OBJECTIVE The current study aimed to (1) identify the occurrence of comorbidities among Chinese- and Korean-American breast cancer survivors (BCS), (2) examine whether health-related quality of life (HRQOL) scores varied with the occurrence of specific comorbidities, and (3) investigate the mediating effect of comorbidities on the relationship between life stress and HRQOL. DESIGN Data were drawn from the parent study, a cross-sectional study investigating HRQOL in 86 Chinese- and 71 Korean-American BCS in Southern California. Two comorbidity-related variables, the occurrence of the specific comorbidity and the total number of comorbidities, were used to comprehensively reflect the characteristics of comorbidity. RESULTS Approximately 60% of participants had at least one comorbid disease, and osteoporosis was the most prevalent comorbidity. HRQOL differences based on the occurrence of a specific comorbidity were evident for arthritis, eye/vision problems, dental and gum problems, lymphedema, and psychological difficulties. Structural equation modeling demonstrated that the nature of the outcome variable, either physical or mental HRQOL, influenced the overall patterns of the findings. For example, life stress was significantly associated with the total number of comorbidities and in turn influenced physical HRQOL. In terms of mental HRQOL, arthritis, dental and gum problems, chronic pain, heart disease, lymphedema, and psychological difficulties mediated the relationship between life stress and mental HRQOL. CONCLUSION The current study adds to the existing literature by examining the mediating effects of comorbidity on the relationship between life stress and HRQOL. The findings support the need for health care professionals to clearly assess physical and psychological comorbidities when providing survivorship care for cancer survivors.
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Affiliation(s)
- Jung-Won Lim
- a College of Social Welfare , Kangnam University , Yongin , Korea
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Racial/Ethnic Disparities in Breast Cancer Incidence, Risk Factors, Health Care Utilization, and Outcomes in the USA. CURRENT BREAST CANCER REPORTS 2017. [DOI: 10.1007/s12609-017-0247-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Chan DNS, So WKW. Strategies for recruiting South Asian women to cancer screening research and the lessons learnt. J Adv Nurs 2016; 72:2937-2946. [PMID: 27399882 DOI: 10.1111/jan.13068] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/05/2016] [Indexed: 12/20/2022]
Abstract
AIMS The aim of this study was to describe and discuss the recruitment strategies used in a research study of cervical cancer screening among South Asian women, the challenges encountered and the lessons learnt from the experience. BACKGROUND Ethnic minority populations face different barriers to participating in research studies. Strategies have been developed to recruit this population to health-related research in Western countries, but there is little information about such research in the Asian region. DESIGN Discussion paper. DATA SOURCES The discussion is based on our previous experience. The source of this experience is the recruitment strategies used, their results and the challenges encountered during the process. IMPLICATIONS FOR NURSING Culturally, relevant strategies and maintaining good relationships with stakeholders improved participant recruitment. Familiarity with South Asians' traditional calendar - when cultural and religious festivals are held every year - would aid the setting up of appropriate schedules for participant recruitment, either before or after the periods when they cannot be reached, such as Ramadan. South Asian women are often busy with childcare and housework. This is their major responsibility in the family and any failure to fulfil such duties is a source of stress and may foster feelings of guilt. A better understanding of their daily routines is therefore important. Such information enables the establishment of daily meeting schedules to increase the success rate of recruitment. CONCLUSION Recruitment is a tedious process, but appropriate planning and taking account of cultural and religious practices and daily schedules will help to improve its rate of success.
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Affiliation(s)
- Dorothy N S Chan
- The Nethersole School of Nursing, The Chinese University of Hong Kong, China.
| | - Winnie K W So
- The Nethersole School of Nursing, The Chinese University of Hong Kong, China
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