Analyzing Factors of Breast Cancer Screening Adherence among Korean American Women Using Andersen's Behavioral Model of Healthcare Services Utilization

Factors Influencing the Utilisation of Mammography Among Ethnic Minorities: A Framework-Driven Systematic Review and Meta-Analysis

Ethnic minority women experience disparities in mammography screening utilisation and breast cancer outcomes. This systematic review and meta-analysis synthesised multidomain and multilevel factors that intersect to influence the utilisation of mammography among ethnic minorities. A literature search was conducted in five databases (PubMed, Ovid MEDLINE, EMBASE, CINAHL, and PsycINFO) from inception to May 2022. Guided by the National Institute on Minority Health and Health Disparity research framework, the retrieved data were synthesised using narrative summaries and meta-analyses. Among the 27 studies, most (n = 24) reported individual, interpersonal, and community factors in the health care system domain. In the sociocultural domain, interpersonal and societal (n = 8) factors, such as modesty and karma beliefs, were less frequently identified than individual (n = 20) factors in relation to acculturation. Only individual-level factors were reported for the biological and physical/built environment (e.g., rural residence) domains. In the behavioural domain, cancer screening behaviours had a high combined prediction ability (odds ratio = 18.23; I2 = 23%), whereas interpersonal (e.g., family obligations) and community (e.g., neighbourhood violence) factors discouraged mammography screening. Special focus should be given to ethnic minority women, especially those living in rural areas, those with considerable family obligations, and those who have suffered from violence and other life pressures, to increase their access to mammography services. Multidomain and multilevel efforts, culturally appropriate strategies, and equity-advancing policies such as geographic access and insurance coverage would help to mitigate the ethnic disparities in mammography screening.

Factors influencing breast cancer screening practices among women worldwide: a systematic review of observational and qualitative studies

BACKGROUND

The variation in breast cancer incidence rates across different regions may reflect disparities in breast cancer screening (BCS) practices. Understanding the factors associated with these screening behaviors is crucial for identifying modifiable elements amenable to intervention. This systematic review aims to identify common factors influencing BCS behaviors among women globally.

METHODS

Relevant papers were sourced from PubMed, Scopus, Embase, and Google Scholar. The included studies were published in English in peer-reviewed journals from January 2000 to March 2023 and investigated factors associated with BCS behaviors.

RESULTS

From an initial pool of 625 articles, 34 studies (comprising 29 observational and 5 qualitative studies) with 36,043 participants were included. Factors influencing BCS behaviors were categorized into nine groups: socio-demographic factors, health status history, knowledge, perceptions, cultural factors, cues to action, motivation, self-efficacy, and social support. The quality appraisal scores of the studies ranged from average to high.

CONCLUSIONS

This systematic review highlights factors pivotal for policy-making at various levels of breast cancer prevention and assists health promotion professionals in designing more effective interventions to enhance BCS practices among women.

Social determinants of health and health inequities in breast cancer screening: a scoping review

Introduction

This scoping review aims to highlight key social determinants of health associated with breast cancer screening behavior in United States women aged ≥40  years old, identify public and private databases with SDOH data at city, state, and national levels, and share lessons learned from United States based observational studies in addressing SDOH in underserved women influencing breast cancer screening behaviors.

Methods

The Arksey and O'Malley York methodology was used as guidance for this review: (1) identifying research questions; (2) searching for relevant studies; (3) selecting studies relevant to the research questions; (4) charting the data; and (5) collating, summarizing, and reporting results.

Results

The 72 included studies were published between 2013 and 2023. Among the various SDOH identified, those related to socioeconomic status (n = 96) exhibited the highest frequency. The Health Care Access and Quality category was reported in the highest number of studies (n = 44; 61%), showing its statistical significance in relation to access to mammography. Insurance status was the most reported sub-categorical factor of Health Care Access and Quality.

Discussion

Results may inform future evidence-based interventions aiming to address the underlying factors contributing to low screening rates for breast cancer in the United States.

Breast Cancer Knowledge and Mammography Use Among Asian American Women Aged 40 and Older: Using the Transtheoretical Model Approach

Mammography screening rates remain low among Asian American women (AAW). The aims of our study were to: (a) assess breast cancer knowledge and mammography screening behaviors, and (b) identify the factors related to the transtheoretical model (TTM) stages of change in relation to mammography utilization among AAW aged 40 and older. Using a cross-sectional design, a convenience sample of 714 AAW completed a structured questionnaire in 2021. Participants demonstrated a moderate level of knowledge regarding breast cancer and mammography. Only 34.2% of the participants reported obtaining regular mammograms. The ordinal logistic regression indicated that age, birthplace, health perception, breast biopsy history, breast cancer knowledge, self-efficacy, and perceived barriers were correlated with TTM stages of change. Our results highlight the need for implementing effective interventions aimed at increasing knowledge and screening rates for breast cancer among AAW. Additional TTM studies with AAW are needed to determine the relationships among TTM constructs and develop theory-based programs to improve adherence to screening guidelines. Future research using a mixed-method design may provide opportunities to explore complex phenomena associated with breast cancer screening behaviors. Finally, further assessments of the Breast Cancer Knowledge Scale's psychometric properties are necessary to improve this instrument.

Factors associated with breast cancer screening services use among women in the United States: An application of the Andersen's Behavioral Model of Health Services Use

This study applied Andersen's Behavioral Model of Health Services Use to examine predisposing, enabling, and need factors associated with adherence to the United States Preventive Services Task Force (USPSTF) guidelines for breast cancer screening (BCS). Multivariable logistic regression was used to determine factors of BCS services utilization among 5484 women aged 50-74 from the 2019 National Health Interview Survey. Predisposing factors significantly associated with use of BCS services were: being a Black (odds-ratios [OR]:1.49; 95% confidence interval [CI]:1.14-1.95) or a Hispanic woman (OR:2.25; CI:1.62-3.12); being married/partnered (OR:1.32, CI:1.12-1.55); having more than a bachelor's degree (OR: 1.62; CI:1.14-2.30); and living in rural areas (OR:0.72; CI:0.59-0.92). Enabling factors were: poverty level [≤138% federal poverty level (FPL) (OR:0.74; CI:0.56-0.97), >138-250% FPL (OR:0.77; CI:0.61-0.97), and > 250-400% FPL (OR:0.77; CI:0.63-0.94)]; being uninsured (OR:0.29; CI:0.21-0.40); having a usual source of care at a physician office (OR:7.27; CI:4.99-10.57) or other healthcare facilities (OR:4.12; CI:2.68-6.33); and previous breast examination by a healthcare professional (OR:2.10; CI:1.68-2.64). Need factors were: having fair/poor health (OR:0.76; CI:0.59-0.97) and being underweight (OR:0.46; CI:0.30-0.71). Disparities in BCS services utilization by Black and Hispanic women have been reduced. Disparities still exist for uninsured and financially restrained women living in rural areas. Addressing disparities in BCS uptake and improving adherence to USPSTF guidelines may require revamping policies that address disparities in enabling resources, such as health insurance, income, and health care access.

Development and Modification of a Culturally Tailored Education Program to Prevent Breast Cancer in Korean Immigrant Women in New York City

Breast cancer (BC) is the most common cancer in Korean American (KA) women. In view of its high prevalence in these women, their low screening rates, and the cultural influence of BC risk factors in their lifestyles, we developed a community-based culturally tailored BC prevention program, the Korean Breast Cancer Risk Reduction Program (KBCRRP). Guided by the PRECEDE-PROCEDE and health belief models, the KBCRRP was developed to achieve four goals: (1) healthy weight, (2) physically active lifestyle, (3) healthy diet, and (4) BC screening and adherence. KBCRRP combines effective multicomponent strategies for BC screening and a group-based lifestyle intervention incorporating traditional Korean health beliefs and is tailored for BC risk reduction. In this paper, we provide an overview of the program, the process of program development, implementation, and evaluation, and modification during the COVID-19 pandemic. The initial program involved 8 weeks of in-person group education sessions led by interdisciplinary healthcare professionals and 16 weeks of follow-up involving smartphone applications, phone calls, and text messaging from trained lifestyle coaches. Participants received opportunities to obtain free mammography during the program. After feasibility testing, the program was modified by incorporating participants' feedback. During the COVID-19 pandemic, we provided the program using the Zoom video platform. Participants' recruitment and retention during the pandemic was successful, reflecting the fact that virtual delivery of group-based education was a feasible and acceptable alternative to in-person sessions. Collaboration with community organizations serving the target population is the key to developing and sustaining a successful community-based educational program.

Demand prediction of medical services in home and community-based services for older adults in China using machine learning

Background

Home and community-based services are considered an appropriate and crucial caring method for older adults in China. However, the research examining demand for medical services in HCBS through machine learning techniques and national representative data has not yet been carried out. This study aimed to address the absence of a complete and unified demand assessment system for home and community-based services.

Methods

This was a cross-sectional study conducted on 15,312 older adults based on the Chinese Longitudinal Healthy Longevity Survey 2018. Models predicting demand were constructed using five machine-learning methods: Logistic regression, Logistic regression with LASSO regularization, Support Vector Machine, Random Forest, and Extreme Gradient Boosting (XGboost), and based on Andersen's behavioral model of health services use. Methods utilized 60% of older adults to develop the model, 20% of the samples to examine the performance of models, and the remaining 20% of cases to evaluate the robustness of the models. To investigate demand for medical services in HCBS, individual characteristics such as predisposing, enabling, need, and behavior factors constituted four combinations to determine the best model.

Results

Random Forest and XGboost models produced the best results, in which both models were over 80% at specificity and produced robust results in the validation set. Andersen's behavioral model allowed for combining odds ratio and estimating the contribution of each variable of Random Forest and XGboost models. The three most critical features that affected older adults required medical services in HCBS were self-rated health, exercise, and education.

Conclusion

Andersen's behavioral model combined with machine learning techniques successfully constructed a model with reasonable predictors to predict older adults who may have a higher demand for medical services in HCBS. Furthermore, the model captured their critical characteristics. This method predicting demands could be valuable for the community and managers in arranging limited primary medical resources to promote healthy aging.

Patient-Physician Relationships and Mammography Use in Korean American Women

Breast cancer is prevalent and fatal in Korean American women (KAW) and KAW report low screening rates. This study examined the impact of patient-physician relationships on mammography use in KAW, focusing on patient-physician ethnic and gender concordance, distrust in health professionals, and accessibility to health care. Cross-sectional survey data were collected from 340 KAW in North Carolina, and logistic regression was conducted to identify factors associated with mammography use. Having a non-Korean physician, regular check-ups, and physician recommendations were positively associated with getting mammography. Neither gender concordance nor distrust in health professionals predicted adherence to breast cancer screening guidelines. The findings highlight the critical roles of routine health care practice and usual source of care in compliance with the screening guidelines in KAW. Additional research is warranted to explore breast cancer screening recommendation behaviors and patterns of Korean American physicians compared to non-Korean counterparts.

Barriers to Breast Cancer-Screening Adherence in Vulnerable Populations

Breast cancer screening through periodic mammography has been effective in decreasing mortality and reducing the impact of this disease. However, adherence to screening does not meet the desired expectations from all populations. The main objective of this review is to explore the barriers that affect adherence to breast cancer-screening programs in vulnerable populations according to race and/or ethnicity in order to propose measures to reduce the lack of adherence. We conducted a search of publications in the PubMed Central and Scopus databases. The eligible criteria for the articles were as follows: original quantitative studies appearing in SJR- and/or JCR-indexed journals from 2016 to 2021 in English or Spanish. Most of them present common barriers, such as race/ethnicity (47%), low socioeconomic (35.3%) and educational levels (29.4%), no family history of cancer and being single (29.4%), medical mistrust and a health information gap (23.5%), lack of private health insurance (17.6%) and not having annual health checks (17.6%). The target populations with the lowest adherence were Black, Asian, Hispanic and foreign women. Implementing awareness campaigns focused on these populations should be promoted, as well as working on diversity, cultural acceptance and respect with healthcare workers, in order to improve breast cancer-screening adherence worldwide.

Mammogram Uptake among Korean American Women in the South: Do Health Beliefs Matter?

BACKGROUND

Breast cancer is commonly diagnosed in Korean American women (KAW), and its incidence rates continue to increase. Despite the increasing burden of breast cancer diagnosis, screening rates among KAW remain low. There is a growing body of literature on breast cancer screening behaviors in this population; however, current knowledge regarding cultural influences and KAW's mammogram use is limited, particularly in the southern part of the United States. Using the Health Belief Model, this study examined the association of culturally embedded health beliefs and mammogram use among KAW.

METHODS

Cross-sectional data were obtained from 538 KAW recruited in North Carolina. A hierarchical binary logistic regression was conducted to examine cultural health beliefs associated with mammogram use.

FINDINGS

Preventive health orientation (OR=1.16, CI=1.02-1.32) and perceived susceptibility (OR=1.32, CI=1.10-1.58) were positively associated with having a mammogram in the past two years, while fear (OR=0.58, CI=0.36-0.94) was negatively related to getting screened in the past two years.

CONCLUSIONS

The current study findings inform future intervention strategies to promote mammogram screening among KAW in sociocultural context.

Korean American Immigrant Women's Perceived Breast Cancer Risk and Prevention Beliefs: A Qualitative Study

INTRODUCTION

With the goal of informing culturally appropriate intervention strategies, the purpose of this qualitative study was to understand the Korean American immigrant women's (KAIW) perceptions of breast cancer risk and how their perceived risk, along with normative breast cancer prevention beliefs, shaped their attitudes toward mammography.

METHOD

Semi-structured individual interviews were conducted with 30 Korean women in Los Angeles County, Los Angeles, California. Braun and Clarke's thematic analysis was used to code and analyze interview data.

RESULTS

Two major themes were identified: (a) perceived risk of breast cancer and attitudes to prevention (e.g., worried and using all means of prevention) and (b) influences on attitudes to breast cancer prevention (e.g., family members and friends' cancer experiences).

DISCUSSION

Breast cancer prevention interventions for KAIW should target perceived breast cancer risk, social factors such as women's family roles and social networks, and health information evaluation skills.

Factors influencing HIV testing and counselling services among men who have sex with men in Western China: a cross-sectional study based on Andersen’s Behavioral Model

Background

Men who have sex with men (MSM), as a marginal population, has been largely ignored by health service projects. We assessed the utilization of HIV testing and counselling services and its influencing factors based on Andersen’s Behavioral Model, so as to provide a theoretical basis for future infectious disease prevention and control strategies and health services policy formulation for these population.

Method

This was a cross-sectional study. A sample survey was conducted in Western China, and an anonymous self-administered questionnaire survey was conducted among MSM. Based on Andersen’s Behavioral Model, the questionnaire divided the influencing factors into predisposing factor, enabling factor and need factor. Multivariate logistic regression analysis was used to explore the factors influencing the utilization of HIV testing and counselling.

Results

There were 3184 valid questionnaires. In the survey of HIV health services, 82.85% MSM had HIV testing and 64.98% MSM had HIV counselling, respectively. Among the predisposing factor, age 25 years old and over was a facilitator of HIV testing and counselling, and ethnicity was a factor associated with HIV testing. Among the enabling factor, MSM living in urban were more likely to have access to testing and counselling services, and income was also linked to HIV testing. Among the need factor, a high level of HIV knowledge could promote testing and counselling, and a history of sexually transmitted diseases (STD) was a facilitator of testing.

Conclusions

HIV testing is widespread in Western China and higher than counselling service. MSM with high-risk characteristics should be identified as a priority in the future public health services.

Health Literacy and Access to Care in Cancer Screening Among Korean Americans

BACKGROUND

Health literacy and access to care are critical facilitators for preventive health behaviors. After the passage of the Affordable Care Act in March 2010, little has been studied about how improved health insurance coverage has impacted the use of preventive health services among Korean Americans.

OBJECTIVE

The study assessed the impact of access to care, use of services, and health literacy on cancer screening among Korean Americans.

METHODS

A descriptive cross-sectional study of 377 Korean Americans age 18 years and older was conducted with a survey and convenient sampling in Texas.

KEY RESULTS

Although 79% of the sample had health insurance, 32% had never visited a health care provider, and 14% were delayed in care in the past 12 months. Only 11.6% were confident to complete medical forms, and 69.5% had limited levels of confidence. Cancer screening compliance rates were: mammography (50.4% at age 40-54 years; 46.6% at age 55 years and older), a Pap smear (29.4% at age 21-29 years; 78.4% at age 30-65 years; 72.2% at age 66 years and older), and colorectal cancer screening at age 45 years and older (stool tests 15.1%; sigmoidoscopy 27%; colonoscopy 51.3%). Multiple logistic regression analyses revealed that household income, gender, health insurance, and health literacy were significantly associated with self-reported cancer screening.

CONCLUSIONS

Korean Americans who participated in this study are characterized by marginalized health literacy, underused health care services, and significantly lower cancer screening compliance than the goals of Healthy People 2020. The following interventions are suggested to improve health literacy and health insurance literacy on cancer screening: culturally sensitive and linguistically appropriate education for the guidelines concordant with cancer screening, effective communication skills with health care providers, support for navigating the health care system, and development of internet- or social media-based health education programs to meet the preferred communication methods of this population. [HLRP: Health Literacy Research and Practice. 2021;5(4):e310-e318.] Plain Language Summary: Despite having improved health insurance coverage, Korean Americans of this study have marginalized health literacy, limited health insurance literacy, low cancer screening compliance, and underused health care services. The results of this study suggest several strategies to improve health literacy and health insurance literacy for Korean Americans, which may also apply to other groups with similar barriers.

Association of Sociodemographic Factors, Breast Cancer Fear, and Perceived Self-Efficacy With Breast Cancer Screening Behaviors Among Middle-Aged Nigerian Women

Introduction:

Breast cancer (BC) is a major public health problem among women. However, BC screening uptake is abysmally low among Nigerian women. This study evaluated the association of BC fear and perceived self-efficacy with BC screening (clinical breast exam [CBE] and mammography) among middle-aged Nigerian women.

Methods:

A community-based cross-sectional study was conducted among middle-aged women in Enugu State, southeast Nigeria. The data were collected between September 2019 and February 2020. The BC screening uptake, fear, and self-efficacy were assessed using the validated Breast Cancer Screening Questionnaire (BCSQ), Champion Breast Cancer Fear Scale (CBCFS), and Champion’s Mammography Self-Efficacy Scale (CMSES). Data were analyzed using frequencies and percentages, chi-square test, and univariate analysis of variance. Bivariate and multivariable logistic regression models were used to examine independent associations between selected sociodemographic factors, cancer fear, perceived self-efficacy, and BC screening.

Results:

The mean age of the participants was 55.3 years (SD: 5.75). More than half of the women (51%) reported having a BC screening in the past 12 months. However, only 12.5% and 16.9% reported having a CBE or mammogram in the past 12 months. The prevalence of a high, moderate, and low level of fear was 68%, 22.3%, and 9.8%, respectively. The prevalence of a high, moderate, and low self-efficacy level was 50.6%, 37.5%, and 12.0%, respectively. The multivariable logistics regression analysis showed that women aged 50-59 years and 60-64 years were 3.5 times (adjusted odds ratio [AOR] = 3.50, 95% confidence interval [CI]: 2.07-5.89, P < .0001), and 5.92 times (AOR = 5.92 95% CI: 2.63-13.35, P < .0001), respectively, more likely to perform mammogram than those aged 40-49 years. Women with a high level of self-efficacy were 2.68 times (AOR = 2.68, 95% CI: 1.15-6.26, P < .0001) more likely to use mammographic screening than those with low self-efficacy. Although not statistically significant, women with a moderate level of BC fear were 0.56 times less likely to use mammogram than women with a low level of BC fear.

Conclusion:

A low proportion of women underwent CBE or mammography. Women had a high level of BC fear and a moderate level of self-efficacy for BC screening. The findings emphasize the need for health educational and psychosocial interventions that improve self-efficacy and promote regular BC screening among middle-aged women.