Acculturation and diabetes care utilization among Asian Americans with diabetes 公开
Ying, Xiuru (Spring 2023)
Abstract
In the United States, diabetes and its complications cause significant morbidity and mortality and are associated with substantial healthcare costs for the healthcare system and society. Although effective treatments for diabetes exist, unmanaged diabetes remains a major challenge for many individuals, healthcare providers, and insurers. Even though unmanaged diabetes is common and can occur in all racial groups, disparities exist in diabetes care, especially in Asian Americans. Acculturation is a multidimensional socialization process in which individuals from one culture adapt components of another culture. Acculturation can be associated with the prevalence of diabetes among Asian Americans in the United States. There is also evidence linking acculturation to better diabetes care. Therefore, this study explored acculturation’s role in diabetes prevalence and diabetes care utilization among Asian Americans in the United States. A conceptual model was developed drawing on the Anderson Behavioral Model for Health Care Utilization. This model had three main components: predisposing, enabling, and need-for-care factors. Another component was personal health behaviors. This study used 2013-2018 California Health Interview Survey (CHIS) data. We restricted our sample to 11,313 adults who self-reported as Asians. Then, we included 1,423 respondents who had diabetes in our analytic sample. This was the first population-based study of the association between acculturation and diabetes prevalence and diabetes care utilization among Asian-American adults in California. No significant association was found between acculturation and diabetes prevalence after adjusting for covariates and personal health behaviors. However, there was a significant association between acculturation and medical plan for diabetes. Higher levels of acculturation were associated with increased use of diabetes care plans among Asian Americans with diabetes, controlling for covariates and personal health behaviors. Acculturation was not significantly associated with foot or eye examinations, hemoglobin A1C checks, and flu shots among Asian-American adults with diabetes. With and without personal health behaviors variables introduced, the results were similar. Acculturation picked up on mechanisms outside of what was measured through personal health behaviors. The study could help develop future health interventions applicable to Asian Americans with diabetes for better diabetes care use.
Table of Contents
Introduction 1
Literature Review 4
Diabetes in Asian Americans 4
Acculturation and prevalence of diabetes among Asian Americans 5
Acculturation and use of diabetes care among Asian Americans with diabetes 6
California 7
Methods 9
Theoretical Framework 9
Figure 1: Conceptual model 10
Focal Relationships 10
Covariates 12
Hypotheses 13
Dataset 14
Analytic sample derivation 15
Figure 2: Sample derivation flowchart 17
Measurement 18
Table 1: Constructs measures to estimate the association between acculturation and diabetes care utilization 20
Analytic strategy 22
Sensitivity Analyses 23
Results 24
Results from Descriptive Analyses 24
Sample Characteristics of all Asian Americans 24
Table 2: Weighted sample characteristics of all Asian Americans 24
Sample Characteristics of Asian Americans with diabetes 25
Table 3: Weighted sample characteristics of Asian Americans with diabetes 26
Results from Regression Analyses 28
Association between acculturation and prevalence of diabetes among Asian Americans 28
Table 4: Unadjusted logistic regression to estimate the association between acculturation and prevalence of diabetes among Asian Americans 28
Table 5: Adjusted logistic regression to estimate the association between acculturation and prevalence of diabetes among Asian Americans 29
Association between acculturation and use of diabetes care among Asian Americans with diabetes 29
Table 6: Unadjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes 31
Table 7: Adjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes, adjusting for all covariates 31
Table 8: Adjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes, adjusting for all covariates and personal health behaviors 33
Results from Sensitivity Analyses 35
Discussion 37
Key findings 37
Implications 39
Limitations and strengths 40
Future research 41
Conclusion 42
Appendix 43
Supplemental Table 1: Adjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes, adjusting for predisposing and enabling characteristics 43
Supplemental Table 2: Weighted sample characteristics of all Asians by three acculturation levels 44
Supplemental Table 3: Weighted sample characteristics of Asians with diabetes by three acculturation levels 45
Supplemental Table 4: Unadjusted logistic regression to estimate the association between acculturation and prevalence of diabetes among Asian Americans 47
Supplemental Table 5: Adjusted logistic regression to estimate the association between acculturation and prevalence of diabetes among Asian Americans 47
Supplemental Table 6: Unadjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes 48
Supplemental Table 7: Adjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes, adjusting for all covariates 48
Supplemental Table 8: Adjusted logistic regression to estimate the association between acculturation and diabetes care utilization among Asian Americans with diabetes, adjusting for all covariates and personal health behaviors 50
References 53
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