1.Latent profile types and influencing factors of medication adherence mechanisms among rural older adults with multiple chronic conditions.
Zhige YAN ; Jun ZHOU ; Xing CHEN ; Yao WANG
Journal of Central South University(Medical Sciences) 2025;50(8):1443-1454
OBJECTIVES:
Older adults in rural areas with multiple chronic conditions (MCC) generally exhibit poorer medication adherence than the general elderly population. Considering individual heterogeneity helps to design precise subgroup-based interventions. This study aims to identify latent profile types of medication adherence mechanisms among rural older adults with MCC based on the capability-opportunity-motivation-behavior (COM-B) model, and to explore factors influencing medication adherence.
METHODS:
A multistage sampling method was used to recruit 349 rural older adults with MCC from 10 administrative villages in Jianghua County, Yongzhou City, Hunan Province, between July and September, 2024. Participants were surveyed using a general information questionnaire, the Health Literacy Scale for Chronic Patients, the Beliefs about Medicines Questionnaire-Specific, the Multidimensional Scale of Perceived Social Support, and the Morisky Medication Adherence Scale. Latent profile analysis based on the COM-B model was conducted to identify subgroups of medication adherence mechanisms. Univariate and Logistic regression analyses were used to identify influencing factors associated with different latent profiles and adherence levels.
RESULTS:
Among the participants, 33.5% demonstrated good medication adherence. The 5 most prevalent chronic diseases were hypertension (86.5%), diabetes (36.7%), arthritis or rheumatism (34.4%), stroke (21.8%), and heart disease (17.5%). Overall, rural older adults with MCC exhibited relatively good medication capability, opportunity, and motivation. Their medication adherence mechanisms were classified into 3 latent profiles: "family-support restrained type" (5.2%), "family-support driven type" (52.1%), and "comprehensive advantage type" (42.7%). Significant differences were observed among the three profiles in terms of education level, marital status, living arrangement, and per capita monthly household income (all P<0.05). Multivariate Logistic regression revealed that higher education level was a protective factor for belonging to the "comprehensive advantage type" rather than the "family-support driven type" [OR=0.277, 95% CI (PL) 0.126 to 0.614, P=0.002]. Furthermore, significant differences in education level, self-rated health status, and latent profile type were found between participants with good and poor adherence (P<0.05). Binary Logistic regression indicated that with each one-level increase in self-rated health status, the risk of poor adherence increased by 293.9% [OR=3.939, 95% CI (PL) 1.610 to 9.636, P=0.003]. Compared with the "family-support restrained type", individuals classified as the "comprehensive advantage type" had a 96.8% [OR=0.032, 95% CI (PL) 0.008 to 0.123, P<0.001] lower risk of poor medication adherence.
CONCLUSIONS
The mechanisms underlying medication adherence among rural older adults with MCC show clear heterogeneity. Primary healthcare providers should focus on the "family-support restrained type" subgroup, strengthen social support networks, and implement targeted interventions to improve medication adherence.
Humans
;
Aged
;
Rural Population
;
Male
;
Female
;
China
;
Medication Adherence/psychology*
;
Surveys and Questionnaires
;
Chronic Disease/drug therapy*
;
Multiple Chronic Conditions/drug therapy*
;
Social Support
;
Motivation
;
Middle Aged
;
Health Literacy
;
Aged, 80 and over
2.A mixed-method study on rural community’s response to public health emergency in the Philippines: Lessons from the first wave of the COVID-19 pandemic
Charlie C. Falguera ; Filedito D. Tandinco ; Charlie E. Labarda ; Adelaida G. Rosaldo ; Carmen N. Firmo ; Robelita N. Varona
Acta Medica Philippina 2024;58(2):16-26
Background:
People from rural communities are not spared from COVID-19. But implementing preventive measures and strategies can be made to control the spread.
Objective:
This study was conducted to describe the epidemiologic situation and the healthcare capacity of the
locality, determine the responses and strategies implemented in the control of COVID-19, and explain the activities performed in relation to the epidemiologic situation in Tarangnan, Samar – a low-income class municipality in the Philippines.
Methods:
A mixed qualitative–quantitative design was employed in this study. Descriptive documentary research design through review of records from March to October 2020 was utilized. For the qualitative context, a case study design was employed whereby focus group discussions and key informant interviews using open-ended questions were performed.
Results:
A total of 66 individuals were recorded as having COVID-19 in the municipality from March to October
2020. The first recorded confirmed cases of COVID-19 in Eastern Visayas were two adults in Tarangnan, Samar, in
March 2020. Since then, additional confirmed cases have been recorded every month, but confirmed COVID-19
dramatically reduced from August to October 2020. Qualitative analysis revealed stringent COVID-19 preventive
measures reflected in the confirmed case numbers. The tailwinds of the COVID-19 response include: the SARS
pandemic precedent, coordination and communication, outpouring of support from other government and nongovernment partners, and innovative community-based approaches. The headwinds of COVID-19 response were challenges in imposing minimum health and safety precautions, stigmatization, and discrimination.
Conclusion
Even if challenges have arisen in implementing measures against the spread of the disease, good outcomes have been achieved through persistent good practice, positive modifications, and community-based innovations.
Community Participation
;
Community Health Services
;
COVID-19
;
Rural Health
;
Philippines
3.A Comparative Study of Blood Lead Levels in Urban Children in China: The China Nutrition and Health Survey (CNHS) 2002 and 2012.
Xiao Bing LIU ; Zhao Long GONG ; Yu ZHANG ; Hui Di ZHANG ; Jun WANG ; Hong Xing TAN ; Jian Hua PIAO ; Li Chen YANG ; Xiao Guang YANG
Biomedical and Environmental Sciences 2023;36(4):376-380
4.Utilisation of adolescent reproductive and sexual health services in a rural area of West Bengal: A mixed-method study
Ankush Banerjee ; Bobby Paul ; Ranjan Das ; Lina Bandyopadhyay ; Madhumita Bhattacharyya
Malaysian Family Physician 2023;18(All Issues):1-10
Introduction:
Despite policy actions and strategic efforts for improving the reproductive and sexual health of adolescents by promoting the uptake of adolescent reproductive and sexual health (ARSH) services, the utilisation rate remains significantly low, especially in rural areas of India. This study aimed to assess the utilisation of these services by adolescents in rural West Bengal and its associated determinants.
Methods:
This mixed-method study was conducted from May to September 2021 in the Gosaba rural block of South 24 Parganas, West Bengal. Quantitative data were collected from 326 adolescents using a pre-tested structured questionnaire. Qualitative data were collected via four focus group discussions among 30 adolescents and key-informant interviews among six healthcare workers. Quantitative data were analysed using SPSS, while qualitative data were analysed thematically.
Results:
Ninety-six (29.4%) adolescents had utilised ARSH services at least once during adolescence. The factors associated with non-utilisation of ARSH services were younger age, female sex, increasing reproductive health stigma and decreasing parent–adolescent communication related to sexual health. Qualitative exploration revealed that unawareness regarding services, perceived lack of privacy and confidentiality at healthcare facilities and disruption of services post-emergence of the COVID-19 pandemic were some major barriers to ARSH service utilisation.
Conclusion
A multi-component strategy, including promotion of adolescent-friendly health clinics, community support interventions associated with motivation and counselling of parents regarding the importance of adolescent reproductive health, is needed to improve the utilisation of ARSH services. Necessary steps to correct the deficiencies at the facility level should also be prioritised.
Adolescent
;
Reproductive Health Services
;
Sexual Health
;
Qualitative Research
;
Rural Population
5.Chronic musculoskeletal pain among elderly individuals in a rural area of West Bengal: A mixed-method study
Trina Sengupta ; Bobby Paul ; Ankush Banerjee ; Ranjan Das ; Riya Halder
Malaysian Family Physician 2023;18(All Issues):1-10
Introduction:
The high prevalence among elderly individuals and potential adverse impact on their overall life quality make chronic musculoskeletal pain a significant public health concern. Chronic musculoskeletal pain is an important cause of self-medication, which must be addressed to avoid various side effects and improve elderly health. This study aimed to determine the prevalence of chronic musculoskeletal pain and its associated factors among individuals (age ≥60 years) in rural West Bengal and explore their perspectives and perceived barriers regarding pain and its management.
Methods:
This mixed-method study was conducted in rural West Bengal from December 2021 to June 2022. The quantitative strand was conducted by interviewing 255 elderly participants (age ≥60 years) using a structured questionnaire. The qualitative strand was conducted via in-depth interviews of 10 patients with chronic pain. Quantitative data were analyzed using SPSS version 16, and chronic pain-related factors were analyzed using logistic regression models. Qualitative data were analyzed thematically.
Results:
Among the participants, 56.8% reported chronic musculoskeletal pain. The most frequently affected site was the knee joint. Comorbidity (adjusted odds ratio [aOR]=7.47, 95% confidence interval [CI]=3.2–17.5), age (aOR=5.16, 95% CI=2.2–13.5), depression (aOR=2.96, 95% CI=1.2–6.7) and over-the-counter drug usage (aOR=2.51, 95% CI=1.1–6.4) were significantly associated with chronic pain. Analgesic dependency, lack of motivation to adopt lifestyle modifications, lack of knowledge on analgesic side effects were considered pain management barriers.
Conclusion
Managing comorbidities, providing mental support, generating awareness of analgesic side effects, strengthening healthcare facilities should be prioritized for holistic chronic musculoskeletal pain management.
Chronic pain
;
Aged
;
India
;
Rural Health
8.Levels of depression, anxiety, and stress measured by DASS-21 and their associated factors in a Rural Village of Ranau District, Sabah, Malaysia
Khairul Anwar Zarkasi ; Tracy Jessica Danker ; Ilya Maisarah Julani ; Nur Ilya Maisarah Rasid ; Jayaprriya Kumaran ; Privitha Panirselvan ; Nur Zuliani Ramli ; Mohd. Hijaz Mohd. Sani
Acta Medica Philippina 2022;56(7):49-57
Background:
The prevalence of mental illness in Malaysia is rising each year, with the highest recorded in a mostly rural state of Sabah, possibly due to challenges in accessing healthcare services and the maldistribution of mental health professionals. Moreover, the data on mental illness burden among the rural Sabahans are insufficient.
Objective:
To identify the levels of depression, anxiety, and stress and their associated factors in a rural village of Sabah, Malaysia.
Methods:
Demographic data and the risk factors for depression, anxiety, and stress were collected from 115 respondents, followed by the administration of 21-item Depression, Anxiety, and Stress Score (DASS-21) and Short Form International Physical Activity Questionnaire (IPAQ-SF).
Results:
The respondents’ median age was 43 years. The levels of depression, anxiety, and stress were 28.7%, 42.6%, and 19.1%, respectively. Male had significantly lower odds for anxiety (OR: 0.44), while those with a history of hypertension had lower odds for depression (OR: 0.20). Individuals with a history of diagnosed stress had higher chances of having depression (OR: 11.17) and stress (OR: 7.18). Respondents with a history of other illnesses (self-reported gastritis, bloody stools, bronchial asthma, and brain carcinoma) were more likely to have depression (OR: 7.14), anxiety (OR: 9.07), and stress (OR: 34.50). Meanwhile, moderate-high physical activity was associated with higher odds for anxiety (OR: 2.39).
Conclusion
In this study, the rural village community had higher depression and anxiety levels than the currently available epidemiological data that may necessitate more rigorous and appropriate mental health intervention by the relevant authorities.
Depression
;
Anxiety
;
Mental Health
;
Rural Population
9.Analysis of Health Service Utilization and its Influencing Factors among Patients with Pneumoconiosis in China.
Huan Qiang WANG ; Jun Lin JIA ; Zhao Qiang JIANG ; Qi JIN ; Dong Xia LI ; Rui Jie LING ; Ying LI ; Ping CUI ; Gang CHEN ; Hong Yu ZHAO ; Yan LI ; Ke WEN ; Xiang Pei LYU ; Jian Lin LOU ; Tao LI
Biomedical and Environmental Sciences 2021;34(1):83-88
Pneumoconiosis, an interstitial lung disease that occurs from breathing in certain kinds of damaging dust particles, is a major occupational disease in China. Patients diagnosed with occupational pneumoconiosis can avail of free medical treatment, whereas patients without a diagnosis of occupational diseases cannot not claim free medical treatment in most provinces from the government before 2019. This study aimed to analyze the priority of medical facility selection and its influencing factors among patients with pneumoconiosis. A total of 1,037 patients with pneumoconiosis from nine provinces in China were investigated. The health service institutions most frequently selected by the patients were county-level hospitals (37.5%). The main reason for the choice was these hospitals' close distance to the patients' homes (47.3%). The factors for the choice of health care institutions were living in the eastern region (
Adult
;
Aged
;
China
;
Female
;
Hospitals
;
Humans
;
Insurance Coverage
;
Male
;
Middle Aged
;
Patient Acceptance of Health Care/statistics & numerical data*
;
Pneumoconiosis/therapy*
;
Rural Population
;
Silicosis
;
Smoking
10.Intergenerational differences and influential factors of basic public health service utilization for floating population.
Journal of Central South University(Medical Sciences) 2021;46(5):511-520
OBJECTIVES:
The Fourth Plenary Session of the 19th Central Committee of the Communist Party of China put forward the idea of "promoting the equalization of basic public services". The utilization of basic public health services by the floating population is an important indicator to measure the equalization of basic public health services. This study aims to understand the intergenerational differences in the utilization of basic public health services between the older generation and the new generation of floating population, and to analyze the influential factors.
METHODS:
We employed the personal questionnaire (A) of the national health and family planning dynamic monitoring survey on floating population in 2017. Pearson Chi-square test, bi-grouping logistic regression, and Poisson regression were applied to analyze the basic situation of the floating population and the intergenerational differences in the use of basic public health services between the new and old generations.
RESULTS:
The proportions of the new generation and the old generation who had established the residents' health records in the inflow area were 36.42% and 34.96%, respectively, with the significant difference (
CONCLUSIONS
Although the coverage of basic public health services for the two generations of floating population is obviously different, the utilization of basic public health services of the floating population is still at a low level both in the new generation and in the old generation. There is an urgent need to improve the utilization of public health services for the whole floating population according to the characteristics of generations.
China/epidemiology*
;
Educational Status
;
Health Services
;
Humans
;
Rural Population
;
Urban Population


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