1.ACTA at the crossroads.
Acta Medica Philippina 2026;60(1):5-6
Academic publishing is at a critical juncture. The challenges faced by the academics are mired in controversy. Among theseare three hotly debated concerns. First is the issue of whether technological innovations such as artificial intelligence (AI)improves research efficiency or if its use sacrifices research integrity.Another is the controversy between paywall publishingand open access. Lastly, adapting an appropriate business model for sustainability is a contentious issue and the choice betweena commercial or a university-based publishing platform is a difficult one.
Traditional models of scientific investigation relied on tedious intellectual calisthenics in all aspects of research —identifying research gaps, reviewing of published literature, devising valid methodology, collecting data, analysing results, and,finally, drawing conclusions. With the advent of powerful tools employing artificial intelligence, these heavy tasks are efficientlycarried out. The dilemma lies in determining which parts of the work can be attributed to the authors and which are ascribedto the output of large language models (LLMs) and other automated assistance employed.Despite requiring adequate vettingby experts of these AI-aided output, many in the scientific community still question these methods. Can research employingAI be considered honest work? Will full disclosure answer doubts as to the integrity of the scientific work?
Indeed, LLMs just gather information that is already out there, albeit more efficiently. After all, science progresses bystanding on the shoulder of giants. AI makes such work comprehensive and efficient. Standing on those proverbial shoulders,however, require access to prior work, hence our next challenge in academic publishing--open access versus paid access.Paywalls limit the benefits of valuable research to institutions and universities with the capacity to pay. Excluded from these arethose from low resourced countries, with nations from the global south being affected disproportionately. Additionally, whilenumerous authors appreciate the features of open access as it improves their impact and visibility, many feel unduly burdenedsince the cost of publishing in this format is passed on to them.
This brings us to our third issue: who bears the cost of academic publishing? Indeed, it is a lucrative industry, generatingan annual revenue of US$19 billion and an estimated 40 percent profit margin. Many, however, find fault in this businessmodel as concerns about the profit motives of the commercial publishers far overshadow their sustainability goals.
How do we navigate this landscape of controversies? We, at the ACTA, as part of the community of scholars, would needto clarify our mission. Our goals for this publication should be consistent with our values. These values, such as scientific rigor,integrity, and accountability, should be reflected in our policies. We should be cognizant of the role we play in national scientificdiscourse while we endeavor to make an impact in the global scene. We are accountable to our stakeholders — nurturingearly career scholars, supplying evidence to health policymakers, and being accountable to those who provide resources tosustain us. This stewardship is essential so that ACTA will stand shoulder to shoulder with the giants on which science buildsupon to benefit future generations.
Artificial Intelligence ; Commerce ; Costs And Cost Analysis ; Disclosure ; Drawing ; Efficiency ; Family Characteristics ; Forecasting ; Goals ; Gymnastics ; Health ; Health Resources ; Industry ; Intelligence ; Inventions ; Language ; Literature ; Methods ; Play And Playthings ; Policy ; Publications ; Publishing ; Research ; Residence Characteristics ; Role ; Science ; Shoulder ; Social Responsibility ; Universities ; Ursidae ; Volition ; Work ; World Health Organization
2.Mental health status and academic performance of graduating nursing students during COVID-19 pandemic in a government school in Leyte, mental health program model: A correlational study.
Maria Ivy Rochelle S. Tan ; Daisy Fangkingan-Faba-an
Acta Medica Philippina 2026;60(8):59-68
BACKGROUND
The COVID-19 pandemic disrupted education worldwide, prompting a rapid shift to emergency remote teaching that challenged students’ learning and mental health. Nursing students, in particular, faced heightened pressures due to the suspension or online adaptation of essential clinical experiences, alongside the need to master theoretical and practical competencies. Emerging evidence indicates that such stressors adversely affect students’ emotional and psychological well-being, potentially influencing academic outcomes. Understanding the relationship between mental health and academic performance among nursing students is crucial for developing targeted interventions that support their well-being and professional readiness.
OBJECTIVEThis study analyzed the mental health status and academic performance of graduating nursing students during the challenging period of remote learning amid the pandemic in a government school in Leyte.
METHODSThe study utilized a descriptive correlational design to explore the relationships between mental health status and academic performance among nursing students. A modified self-administered questionnaire was utilized to gather data. Ethical approval from Eastern Visayas Health Research and Development ConsortiumEthics Review with ERC number 2023-024 was secured, and data collection occurred through various methods. Data analysis used SPSS version 24, emphasizing the importance of understanding these relationships in educational settings.
RESULTSThe study assessed the demographic profile, online learning attributes, mental health status, and academic performance of 20 nursing students during the pandemic. All students passed their courses, despite reporting moderate emotional loneliness and irritability, but minimal fear of COVID-19. Significant correlations were found between demographic factors and mental health indicators. The null hypothesis, suggesting no relationship between demographic factors and mental health, is void, as significant associations were identified. Recommendations include enhancing mental health support in nursing education to address these challenges.
CONCLUSIONThis study highlights the experiences of 20 nursing students from a government college in Leyte during the COVID-19 pandemic. Predominantly young women from rural, low-income backgrounds, these students faced challenges like poor internet access but successfully completed their academic requirements, showcasing resilience. While they reported low fear of COVID-19, moderate emotional loneliness and irritability indicated underlying mental health issues. The findings stress the need for educational institutions to provide mental health support and address the digital divide to enhance student well-being and success.
Human ; Male ; Female ; Young Adult: 19-24 Yrs Old ; Adult: 25-44 Yrs Old ; Statistics As Topic ; Psychological Well-being ; Indicators And Reagents ; Students, Nursing ; Suspensions ; Academic Performance ; Learning ; Pandemics ; Nursing ; Education, Nursing ; Covid-19 ; Mental Health
3.Relationship between perceived stress and academic performance in orthopaedic residents: A cross-sectional study.
Carlos Miguel SANTOS ; John Hubert PUA
Journal of Medicine University of Santo Tomas 2026;10(1):1873-1882
This study explores the impact of perceived stress on the academic performance of orthopaedic surgery residents in the Philippines. Conducted as a cross-sectional investigation, it involved 126 residents who participated in the 2024 Philippine Board of Orthopaedics In-Service Training Examination (ITE). Stress levels were assessed using the Perceived Stress Scale-10 (PSS-10), while ITE scores served as the measure of academic performance. A significant negative correlation was identified between stress and academic performance (r = -0.3138, p = 0.00010). Residents experiencing high stress achieved lower scores (55.2%) compared to those with low to moderate stress (61.8%). Other demographic variables such as sex, age, marital status and type of training institution (public and private) were not significantly associated with stress level findings. On the other hand, key factors contributing to elevated stress included insufficient sleep (0–4 hours nightly; OR = 5.83, p = 0.0289) and limited awareness of mental health issues (OR = 13.34, p = 0.0014). These results highlight the pressing need for stress reduction initiatives, improved mental health education and strategies to address challenges posed by sleep deprivation and extensive work hours. This study provides a foundation for improving both academic outcomes and overall well-being in residency programs.
Human ; Male ; Female ; Adult: 25-44 Yrs Old ; World Health Organization ; Sleep Deprivation ; Internship And Residency ; Health Education ; Cross-sectional Studies ; Marital Status
4.Interprofessional education exposure and attitudes toward collaboration among allied health graduates in the Philippines: A cross-sectional study.
Paolo Miguel P. Bulan ; Nikki Y. Pestañ ; o ; Romel V. Cabazor ; Marelen H. Amanuence ; Lois Vanjie G. Napalit ; Niñ ; o Paolo M. Tan ; Catherine S. Malaca ; Eubina C. Estoy
Acta Medica Philippina 2026;60(9):58-67
BACKGROUND
The global impact of the COVID-19 pandemic has instigated a profound public health crisis, particularly affecting professionals like dentists who, due to their close interaction with saliva—a potential viral reservoir—and the aerosols generated during specific procedures, face elevated risks of infection. To mitigate this, the Centers for Disease Control and Prevention (CDC) and the Philippine Dental Association (PDA) have established guidelines for averting cross-infection in dental settings
OBJECTIVEThis study, conducted in an urbanized Metro Manila City, delves into the infection control practices of dentists amid the pandemic.
METHODSDentists from a Metro Manila city dental chapter were invited to participate in an online survey (Google Forms) consisting of participants' demographics, patient triage, engineering, administrative controls, disinfection personal hygiene, personal protective equipment (PPE), and waste management practices. Descriptive statistics, employing frequency distributions and percentages, summarized the dentists' adherence to infection control protocols.
RESULTSOut of forty-nine respondents (49), the majority (92%) provided their teams' orientation on COVID-19 infection control protocols before reopening. Notably, 57% deferred elective procedures and 43% postponed aerosolgenerating procedures (AGPs). Only 39% utilized rubber dam isolation during AGPs. Most respondents reported full implementation of recommended administrative controls during the pandemic, with 92% isolating their treatment areas from other parts of the clinic. Most respondents adopted high-efficiency particulate air (HEPA) filtration units (82%) as one of their clinic’s engineering controls, and an extraoral vacuum machine, accounting for 71% of the respondents. The most common disinfection product used by the participants was alcohol, which was at 94%. Additionally, over 90% adhered to all recommended hand hygiene practices for both dental staff and patients. For the waste management protocols, only 55% of the respondents have their infectious waste collected by third-party Treatment Storage and Disposal (TSD) facilities.
CONCLUSIONThe data shows that with the guidelines posted by both the PDA and CDC, the city’s dental practitioners could still provide services to the community in the safest manner at the time by being updated and following the infection control practices suggested by both organizations. Although some areas could have been improved, such as third-party waste management and the utilization of RT-PCR testing, some of these problems could have been attributed to the lack of availability in their areas.
Public Health ; Philippines ; Interprofessional Education ; World Health Organization ; Centers For Disease Control And Prevention, U.s. ; Centers For Disease Control And Prevention (u.s.)
5.Local understandings and first aid responses to burn injuries: A phenomenological study in an urban Indonesian community.
Hardin LA RAMBA ; Yarwin YARI ; Ulfa Nur ROHMAH ; Fitri Diana ASTUTI ; Fransiska Anita Ekawati Rahayu SA’PANG ; Indra Gilang PAMUNGKAS ; Kristoforus MARSELINUS
Acta Medica Philippina 2026;60(8):107-114
BACKGROUND
Burn injuries remain a significant global public health problem, causing substantial morbidity, mortality, and economic burden, particularly in low- and middle-income countries where nearly 90% of cases occur. Despite the importance of timely and appropriate first aid in reducing complications, community responses to burn injuries in many settings continue to rely on traditional or non-evidence-based practices.
OBJECTIVESThis qualitative phenomenological study explored community-based knowledge and responses related to the causes and first aid of burn injuries.
METHODSThe study involved ten (10) purposively selected informants residing in South Mangga Dua Urban Village, Central Jakarta, Indonesia. Data collection methods included semi-structured interviews, direct observations, and focus group discussions (FGDs). Thematic analysis was used.
RESULTSThree (3) core domains were identified: (1) community perceptions of burn causes and classifications, (2) indigenous first aid practices used in domestic settings, and (3) sources of knowledge and information pathways related to burn first aid. Participants commonly attributed burns to incidents involving fire, hot liquids, and electrical faults. Their understanding of burn severity was limited to superficial assessments, with little awareness of clinical classifications. First aid responses were largely based on traditional practices such as the application of toothpaste, honey, or aloe vera, while evidencebased practices like using running water were rarely mentioned. Notably, most participants relied on familial teachings and informal community experiences as their primary sources of knowledge, with limited exposure to health professionals or verified media content.
CONCLUSIONCommunity knowledge is culturally rooted but misaligned with medical standards, potentially leading to unsafe practices. Culturally sensitive health education integrating traditional beliefs and accurate information is essential to improve outcomes in burn injury management.
Wounds And Injuries ; Residence Characteristics ; Public Health ; Mortality ; Insemination, Artificial, Heterologous ; Income ; Financial Stress ; Burns ; Health Education ; Attitude ; First Aid ; Medicine ; Health Communication ; Urban Population
6.Aligning continuing medical education with national health needs: A qualitative analysis of UP med webinar topics and hospital admission aatterns in the Philippines.
Mary Rose Pe Yan ; Alvin D. Marcelo ; Rowena F. Genuino
Acta Medica Philippina 2026;60(7):7-24
BACKGROUND
Continuing Medical Education (CME) serves as a cornerstone for maintaining clinical competence and improving patient care. In the Philippines, CME has become increasingly digital, with the UP Med Webinars emerging as a leading platform for physician education over the past decade. Despite this growth, there has been limited evaluation of how well these webinars align with national health priorities, particularly those reflected in PhilHealth hospital admissions and claims data, which provide insights into the country's disease burden and healthcare utilization patterns.
OBJECTIVESThis study aimed to determine the extent to which the topics and reach of UP Med Webinars correspond with the Philippine health system’s most pressing clinical demands. Specifically, it aimed to analyze the trend in number of webinars by year; analyze the distribution of webinar topics by medical field; assess physician attendance as a proxy for clinical interest and engagement; evaluate the alignment between UP Med Webinar content and national health priorities based on PhilHealth’s top conditions, procedures, and reimbursed claims.
METHODSThe study used a qualitative content analysis of all Continuing Professional Development (CPD)-accredited UP Med Webinars from 2015 to 2024, supported by descriptive statistics. Webinar titles were coded thematically and categorized by topic and medical field. Attendance figures were analyzed to identify high-demand topics. These results were compared with PhilHealth Claims Reports (2020–2024), focusing on the top reimbursed medical diagnoses and procedures, to assess alignment with disease burden and health service delivery trends. These findings can help inform strategic planning for CME programs to ensure they remain responsive to the country's evolving public health needs.
RESULTSFrom 2015 to 2024, a total of 686 CPDaccredited UP Med Webinars were conducted, attended by 685,994 participants. The annual number of webinars and attendees steadily increased, peaking during the COVID-19 pandemic (2020–2022) with heightened demand for virtual CME and pandemic-related topics. Internal Medicine consistently emerged as the most frequently covered field, accounting for 54.1% of webinars and 48.8% of total attendance, followed by Obstetrics and Gynecology (14.4% of webinars; 19.6% of attendance) and Pharmacotherapeutics (6.0% of webinars; 6.9% of attendance). Certain fields, including COVID-19 and Psychiatry, attracted disproportionately high attendance despite fewer sessions, indicating strong interest during periods of public health urgency. The top 10 webinar topics included Diabetes, Pregnancy, Cancer, Hypertension, Reproductive Health, COVID-19, Heart Disease, Antimicrobial Treatment, Vertigo, and Vaccination, reflecting a mix of chronic disease management, maternal health, infectious diseases, and emergent health concerns.
Comparison with PhilHealth claims data (2020– 2024) revealed a high disease burden in Internal Medicine, Obstetrics, and Pediatrics, with top medical conditions including Pneumonia, Dengue, Hypertensive emergencies, and Stroke. These findings indicate a strong alignment between the most covered webinar topics and national healthcare utilization trends, particularly in high-burden clinical areas.
CONCLUSIONFindings suggest that the UP Med Webinars have generally aligned with national health priorities, as indicated by PhilHealth claims data, particularly in highburden fields such as Internal Medicine and Obstetrics. However, gaps in coverage for certain high-priority conditions and procedures point to opportunities for more inclusive and data-driven CME planning. Aligning CME content with evolving health system needs can enhance its relevance, support clinical practice improvements, and ultimately contribute to better population health outcomes in the Philippines.
Education, Medical, Continuing ; Medicine ; Health Priorities
7.Glycemic Control in Adolescents with Type 1 Diabetes Mellitus (T1DM): The Role of Health Literacy and Numeracy
Sharon Chung Tuang Yuk ; Joyce Hong Soo Synn ; Lim Poi Giok ; Yang Wai Wai
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):130-
Introduction:
Type I diabetes mellitus (T1DM) is the most common form of diabetes diagnosed in childhood. The Diabetes in Children
and Adolescents Registry (Di-CARE) in Malaysia reported that many of these patients are between 10 and 19 years old.
However, little is known about the association of their health literacy and numeracy with their glycemic control.
Methodology:
A cross-sectional study among T1DM patients aged 12 to 19 years old who attended Paediatric Endocrine Clinic at
Hospital Tunku Ampuan Besar Tuanku Aishah Rohani and Hospital Tunku Azizah was conducted from March 2025 to
March 2026. Participants answered 14 questions on the Diabetes Numeracy Test (DNT-14) and completed a 29-item health
literacy questionnaire (myMOHLAA-Q). Data analysis was performed using SPSS version 30. The relationship of health
literacy and numeracy with glucose control (HbA1c) was analyzed using Spearman’s rank order correlation.
Results:
A total of 43 adolescents with T1DM were recruited with a median age of 15.2 years (IQR: 13.2–17.2 years). There were
22 female (51.2%) and 21 male (48.8%) participants. The majority of the participants (n = 27, 62%) had moderate glycemic
control with a median HbA1c of 8.3% (IQR: 7.5–9.6%). A Spearman’s correlation revealed a negative relationship between
mean HbA1c and knowledge on blood glucose monitoring, rs (43) = −0.34, p <0.05. Additionally, positive relationships were
found of knowledge on blood glucose monitoring and knowledge on insulin with total DNT-14 score, rs (43) = 0.54, p <0.001
and rs (43) = 0.78, p <0.001, respectively. The small sample size may have limited the ability to detect other significant
relationships.
Conclusion
The majority of T1DM adolescents have moderate glycemic control. Active intervention in improving knowledge on blood
glucose monitoring and insulin helps to improve glycemic control, reiterating the importance of diabetes education in
the long-term management and glycemic control in adolescents with type 1 diabetes.
Adolescent
;
Humans
;
Diabetes Mellitus, Type 1
;
Glycemic Control
;
Health Literacy
8.Psychometric properties of self-report questionnaires in evaluating blended learning in health science university students: A systematic review
Valentin C. Dones III ; Maria Teresita B. Dalusong ; Donald G. Manlapaz ; Juan Alfonso S. Rojas ; Ma. Bianca Beatriz P. Ballesteros ; Ron Kevin S. Flores ; Kaela Celine C. Hor ; Jose Angelo D. Monreal ; Audrey Marie A. Narselles ; Jose Joaquin R. Reyes ; Lianna Andrea B. Sangatanan
Acta Medica Philippina 2025;59(Early Access 2025):1-14
BACKGROUND
Due to the COVID-19 outbreak, schools had to switch online. The sudden transition to blended teaching and learning (BTL) poses challenges for students and teachers, especially for health science programs that require hands-on practical experience. The validity, reliability, and responsiveness of these self-report questionnaires (SRQs) should be established to ensure the accuracy of the results as intended by the SRQ.
OBJECTIVESThis study critically appraised, compared, and summarized the psychometric properties of SRQ evaluating BTL among health science university students. This review determined the SRQ’s reliability, internal consistency, various forms of validity (content, criterion, construct), and responsiveness.
METHODSFollowing a 10-step procedure based on COSMIN guidelines, we conducted a systematic review of SRQs used by health science university students to evaluate blended teaching and learning. Studies were eligible if they reported psychometric properties of SRQs related to blended learning among university health science students; exclusions included studies focusing on perceptions, attitudes, self-efficacy, and satisfaction, as well as articles such as biographies, editorials, and conference materials. Searches covered multiple electronic databases until April 26, 2023, including PubMed, EMBASE, Web of Science, MEDLINE (OVID), PsycInfo, CINAHL, EBSCOHOST, ERIC, Scopus, Science Direct, Google Scholar, JSTOR, Acta Medica Philippina, Philippine Journal of Health Research and Development, and HERDIN, managed through Zotero. Two independent reviewers performed database searches, title and abstract screening, and full-text evaluations, with a third reviewer resolving any disputes. The COSMIN Risk of Bias Checklist was employed to evaluate included studies on the development and various measurement properties of SRQs. The reviewers assessed SRQ standards, including validity, reliability, internal consistency, measurement error, responsiveness, interpretability, and feasibility. Data extraction and result tabulation were independently completed, with content comparison by two health education experts. This evaluation categorized the SRQs into three quality and validity levels.
RESULTSThe study examined five articles; four were rated as 'doubtful' and one as 'inadequate' in the overall development of SRQ. All four 'doubtful' studies demonstrated questionable content validity when university students were asked about the questionnaire's relevance, comprehensiveness, and comprehensibility. Only half of these studies achieved an 'adequate' rating for content validity based on expert opinions on relevance and comprehensiveness. All but one study scored from 'very good' to 'adequate' in structural validity. Three out of the four studies scored a very good rating for internal consistency, while one was deemed 'inadequate' in internal consistency, cross-cultural validity, and reliability. Three out of four studies scored 'very good' on construct validity, but all overlooked criterion validity and responsiveness. Conducted in various locations, including Australia, Romania, Turkey, and Taiwan, these studies highlighted both common characteristics and limitations in questionnaire development according to the COSMIN guidelines. Four studies were deemed reliable and valid for BTL constructs (Category A); Wu et al. requires further validation (Category B). Study limitations included heterogeneity in populations, settings, and questionnaire versions, potential subjective bias in SRQ content comparison, and the evolving nature of SRQs in blended learning contexts.
CONCLUSIONThe systematic review reports the development and evaluation of SRQs for BTL while identifying gaps in their applicability to health science programs. The Blended Learning Scale (BLS) of Lazar et al. and the Blended Learning Questionnaire (BLQ) of Ballouk et al. showed an ‘adequate' rating for content validity. BLS revealed very good structural validity, internal consistency, and adequate content validation. Although the BLQ lacked Confirmatory Factor Analysis, it yielded valuable constructs for evaluating health sciences students' experiences in BTL. Both tools require improvements on recall period, completion time, interpretability, and feasibility. The review underscores the necessity for cont inuous assessment and enhancement of such instruments in BTL, advocating a rigorous scale development process. Furthermore, it encourages the customization of teaching and learning evaluation tools to suit specific institutional contexts while promoting further validation of these questionnaires across different populations in future research.
Human ; Psychometrics ; Checklist ; Self Report ; Universities ; Health Education
9.Post-pandemic implications of the nursing students' clinical learning environment and its relationship to academic grit, self-esteem, and caring behaviors: A cross-sectional study
Charlie C. Falguera ; Janet Alexis A. De los santos ; Carmen N. Firmo ; Paulo Batidor
Acta Medica Philippina 2025;59(Early Access 2025):1-10
BACKGROUND
The clinical learning environment (CLE) significantly influenced the nursing students' learning experience. While clinical learning is the heart of nursing education, certain non-academic factors might be influenced by CLE. Consequently, CLE may be affected during a health crisis like the COVID-19 pandemic.
OBJECTIVETo determine the relationship between nursing students’ CLE and their academic grit, self-esteem, and caring behaviors in the Central Philippines.
METHODSA descriptive cross-sectional study was conducted involving 462 nursing students enrolled during the COVID-19 pandemic. A purposive sampling technique was used to select the participants. Four self-report questionnaires were adopted to gather the data: a 42-item Clinical Learning Environment Inventory (CLEI) scale, short-form Grit (Grit-S) scale, Rosenberg’s Self-Esteem (RSE) scale, and Caring Behavior Inventory (CBI-24) scale. Spearman rho and rank-biserial correlation tools were used to analyze the data.
RESULTSThe results indicated that the clinical learning environment was positively associated with academic grit, selfesteem, and caring behavior. Some profiles of the participants, such as age, sex, year level, type of school, leadership experiences, clinical setting experience, and willingness to be a nurse, were significantly associated with the clinical learning environment, academic grit, self-esteem, and/or caring behavior.
CONCLUSIONSStudents’ CLE influences their academic grit, self-esteem, and caring behavior. That is, students who reported a more positive perception of CLE, the higher their academic grit, self-esteem, and caring behaviors. Furthermore, some students’ profile characteristics influence CLE, academic grit, self-esteem, and caring behavior. Enhancing CLE while promoting grit, self-esteem, and caring behaviors of nursing students affiliated with hospitals or any clinical learning settings and promoting alternative means of meeting CLE competencies when face-to-face interactions are restricted during a health crisis are recommended.
Human ; Clinical Practicum ; Preceptorship ; Mental Health ; Education, Nursing
10.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
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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


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