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Piulachs X, Langohr K, Besalú M, Pallarès N, Carratalà J, Tebé C, Melis GG. Semi-Markov Multistate Modeling Approaches for Multicohort Event History Data. Biom J 2025; 67:e70051. [PMID: 40342140 DOI: 10.1002/bimj.70051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 10/22/2024] [Accepted: 01/28/2025] [Indexed: 05/11/2025]
Abstract
Two Cox-based multistate modeling approaches are compared for modeling a complex multicohort event history process. The first approach incorporates cohort information as a fixed covariate, thereby providing a direct estimation of the cohort-specific effects. The second approach includes the cohort as a stratum variable, which offers an extra flexibility in estimating the transition probabilities. Additionally, both approaches may include possible interaction terms between the cohort and a given prognostic predictor. Furthermore, the Markov property conditional on observed prognostic covariates is assessed using a global score test. Whenever departures from the Markovian assumption are revealed for a given transition, the time of entry into the current state is incorporated as a fixed covariate, yielding a semi-Markov process. The two proposed methods are applied to a three-wave dataset of COVID-19-hospitalized adults in the southern Barcelona metropolitan area (Spain), and the corresponding performance is discussed. While both semi-Markovian approaches are shown to be useful, the preferred one will depend on the focus of the inference. To summarize, the cohort-covariate approach enables an insightful discussion on the behavior of the cohort effects, whereas the stratum-cohort approach provides flexibility to estimate transition-specific underlying risks according to the different cohorts.
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Affiliation(s)
- Xavier Piulachs
- Department of Statistics and Operations Research, Polytechnic University of Catalonia, Barcelona, Spain
| | - Klaus Langohr
- Department of Statistics and Operations Research, Polytechnic University of Catalonia, Barcelona, Spain
| | - Mireia Besalú
- Department of Genetics, Microbiology and Statistics, University of Barcelona, Barcelona, Spain
| | - Natàlia Pallarès
- Bellvitge Biomedical Research Institute, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Jordi Carratalà
- Bellvitge Biomedical Research Institute, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
- Department of Infectious Diseases, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
- Center for Biomedical Research in Infectious Diseases (CIBERINFEC), Madrid, Spain
| | - Cristian Tebé
- Bellvitge Biomedical Research Institute, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Guadalupe Gómez Melis
- Department of Statistics and Operations Research, Polytechnic University of Catalonia, Barcelona, Spain
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Almutairi M, Almutairi AA, Alodhialah AM. Assessing the Impact of Community Health Coaching on Self-Management of Chronic Illness Among Older Adults: A Cross-Sectional Approach. Clin Interv Aging 2025; 20:231-244. [PMID: 40034471 PMCID: PMC11874956 DOI: 10.2147/cia.s509637] [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] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 02/19/2025] [Indexed: 03/05/2025] Open
Abstract
Background Chronic illnesses among older adults require effective self-management strategies. Community health coaching, which provides personalized guidance and support, has shown promise in improving self-management behaviors and patient activation. This study examines the impact of health coaching on self-management among older adults and investigates the mediating role of patient activation. Methods A cross-sectional study was conducted with 200 older adults with chronic illnesses attending primary healthcare centers in Riyadh, Saudi Arabia. Data were collected using the Patient Activation Measure (PAM-13), Self-Management Behavior Scale (SMBS), and Health Coaching Perception Questionnaire (HCPQ). Multiple regression and mediation analyses were conducted to assess the relationships between health coaching, patient activation, and self-management behaviors. Results Health coaching was significantly associated with improved self-management behaviors (β = 0.42, p < 0.001). Higher satisfaction with coaching was related to better medication adherence and dietary modification. Patient activation partially mediated the relationship between health coaching and self-management, with an indirect effect coefficient of 0.22 (p < 0.01). The results highlight the role of activation in enhancing health coaching effectiveness. Conclusion Community health coaching positively influences self-management behaviors in older adults, with patient activation serving as a critical mediator. Integrating health coaching into primary care could improve chronic illness management and support healthy aging.
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Affiliation(s)
- Mohammed Almutairi
- College of Nursing, Department of Medical Surgical Nursing, King Saud University, Riyadh, Saudi Arabia
| | | | - Abdulaziz M Alodhialah
- College of Nursing, Department of Medical Surgical Nursing, King Saud University, Riyadh, Saudi Arabia
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Nugroho DCA, Adisaputro K, Sigilipoe MA, Triastuti IA, Hutomo S, Septarda AB, Yuwono A, Yusuf CR, Sulistiawan D, Gusbela B, Hsu JC, Su ECY. Exploring disparities of teleconsultation readiness: A comparative analysis of healthcare facilities in Indonesia. Digit Health 2024; 10:20552076241278296. [PMID: 39253693 PMCID: PMC11382234 DOI: 10.1177/20552076241278296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 08/09/2024] [Indexed: 09/11/2024] Open
Abstract
Objectives To investigate the implementation of teleconsultation and assess the level of readiness for its adoption among various types of healthcare facilities. Methods This cross-sectional study involved medical doctors working in a public hospital, a private hospital, and community health centers in Yogyakarta, Indonesia. We recruited 29 medical specialists from various departments in two hospitals and 27 heads of community health centers. The readiness items were categorized into sections that encompassed various readiness areas such as core, technological, motivational, learning, work culture, and policy readiness. Data were analyzed using a one-way analysis of variance and the Kruskal-Wallis test to evaluate differences in levels of readiness across healthcare facilities. A logistic regression analysis was conducted to further assess factors predicting the implementation of teleconsultation. Results Variations in technological readiness were observed between the community health centers and the public hospital (p = 0.006) and the private hospital (p = 0.007). Differences in learning readiness were found between the public hospitals and private hospitals (p = 0.01). There were also disparities in cultural readiness between the public hospital and the private hospital (p = 0.04) and between public hospital and community health centers (p = 0.01). Logistic regression revealed an association between technological readiness and the use of video teleconsultation (OR = 1.13; p = 0.017). The private hospital was more likely to implement video-based teleconsultation than was the public hospital (OR = 2.68; p = 0.003) or community health centers (OR = 3.13; p ≤ 0.001). Conclusion Significant differences in technology readiness were identified among community health centers, public hospitals, and private hospitals. Future policy implementation should focus on customizing technology use and providing cultural training to help healthcare institutions with different technological readiness levels.
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Affiliation(s)
- Daniel Chriswinanto Adityo Nugroho
- Faculty of Medicine, Universitas Kristen Duta Wacana, Yogyakarta, Indonesia
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei
| | | | | | - Ida Ayu Triastuti
- Faculty of Medicine, Universitas Kristen Duta Wacana, Yogyakarta, Indonesia
| | - Suryani Hutomo
- Faculty of Medicine, Universitas Kristen Duta Wacana, Yogyakarta, Indonesia
| | | | - Aryososepti Yuwono
- Faculty of Medicine, Universitas Kristen Duta Wacana, Yogyakarta, Indonesia
| | - Caraka Randi Yusuf
- Faculty of Medicine, Universitas Kristen Duta Wacana, Yogyakarta, Indonesia
| | - Dedik Sulistiawan
- Faculty of Public Health, Universitas Ahmad Dahlan, Yogyakarta, Indonesia
- School of Public Health, Taipei Medical University, Taipei
| | - Balqis Gusbela
- International PhD Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei
| | - Jason C Hsu
- International PhD Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei
- Clinical Data Center, Office of Data Science, Taipei Medical University, Taipei
- Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei
- Research Center of Health Care Industry Data Science, College of Management, Taipei Medical University, Taipei
| | - Emily Chia-Yu Su
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei
- Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei
- Institute of Biomedical Informatics, College of Medicine, National Yang Ming Chiao Tung University, Taipei
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ABOUTORABI ALI, DARVISHI TELI BANAFSHE, REZAPOUR AZIZ, EHSANZADEH SEYEDJAFAR, MARTINI MARIANO, BEHZADIFAR MASOUD. History of primary health care in Iran. JOURNAL OF PREVENTIVE MEDICINE AND HYGIENE 2023; 64:E367-E374. [PMID: 38125986 PMCID: PMC10730055 DOI: 10.15167/2421-4248/jpmh2023.64.3.3081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 09/18/2023] [Indexed: 12/23/2023]
Abstract
Background The history of the primary healthcare system in Iran portrays a journey of strategic development and implementation that has resulted in significant advancements in healthcare access and overall population well-being. Starting in the early 1980s, Iran embarked on a comprehensive approach to health care delivery prioritizing universal access, equity, and community participation. Introduction The foundation of this system was established during the Alma-Ata Conference in 1978, which placed a strong emphasis on the role of primary health care in attaining health for all.Iran's unwavering commitment to this approach led to the creation of an extensive network of rural and urban health centers designed to offer essential health services and preventive care to all citizens. Discussion Over the years, the expansion of Iran's primary healthcare system has yielded noteworthy accomplishments. Maternal and child mortality rates have seen substantial declines, attributed to improved access to maternal care and immunization services. The effectiveness of the system in reaching diverse populations has been enhanced through community engagement and the integration of traditional medicine. Furthermore, Iran's focus on health education and disease prevention has resulted in heightened public awareness and the adoption of healthier lifestyles. Despite these achievements, challenges continue to persist. Disparities in the quality and accessibility of services between urban and rural areas remain a concern. Moreover, the ongoing necessity for infrastructure development, training of the health workforce, and efficient resource allocation underscore the continuous efforts required to strengthen the primary healthcare system. Conclusions The history of Iran's primary health care system is marked by progress and achievements, underscored by an unwavering commitment to providing comprehensive, community-based care. Iran's journey serves as an exemplary model, highlighting the positive impact of prioritizing primary health care in achieving better health outcomes for its population. As Iran continues to evolve its health system, addressing challenges and building upon successes, the history of its primary health care system serves as a valuable lesson in the pursuit of accessible and equitable health care for all.
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Affiliation(s)
- ALI ABOUTORABI
- Health Management and Economics Research Center, Health Management Research Institute, Iran University of Medical Sciences,Tehran, Iran
| | - BANAFSHE DARVISHI TELI
- Department of Health Economics, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - AZIZ REZAPOUR
- Health Management and Economics Research Center, Health Management Research Institute, Iran University of Medical Sciences,Tehran, Iran
| | - SEYED JAFAR EHSANZADEH
- English Language Department, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - MARIANO MARTINI
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - MASOUD BEHZADIFAR
- Social Determinants of Health Research Center, Lorestan University of Medical Sciences, Khorramabad, Iran
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Cai J. A robust health system to achieve universal health coverage in Vietnam. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 37:100854. [PMID: 37693876 PMCID: PMC10485667 DOI: 10.1016/j.lanwpc.2023.100854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Affiliation(s)
- Jie Cai
- The Lancet Regional Health – Western Pacific, Beijing, China
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Lim PC, Tan HH, Mohd Noor NA, Chang CT, Wong TY, Tan EL, Ong CT, Nagapa K, Tai LS, Chan WP, Sin YB, Tan YS, Velaiutham S, Mohd Hanafiah R. The impact of pharmacist interventions, follow-up frequency and default on glycemic control in Diabetes Medication Therapy Adherence Clinic program: a multicenter study in Malaysia. J Pharm Policy Pract 2023; 16:83. [PMID: 37408067 DOI: 10.1186/s40545-023-00583-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/11/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND Pharmacist's involvement in optimizing medication adherence among diabetic patients has been implemented for over a decade. Diabetes Medication Therapy Adherence Clinic (DMTAC) was set up to educate diabetic patients, monitor treatment outcomes, and manage drug-related problems. While evidence shows that pharmacist-led DMTAC was effective in reducing HbA1c, there was limited data regarding the impact of different intervention types and default to follow-up on glycemic control. AIM To assess the impact DMTAC on glycemic control and the difference in glycemic control between hospital and health clinic settings as well as defaulter and non-defaulter. In addition, the impact of pharmacist's interventions, DMTAC follow-up frequencies, and duration of diabetes on glycemic control were also determined. METHODS A retrospective study was conducted among diabetes patients under DMTAC care between January 2019 and June 2020 in five hospitals and 23 primary health clinics. Patients' demographics data, treatment regimens, frequencies of DMTAC visits, defaulter (absent from DMTAC visits) and types of pharmacists' intervention were retrieved from patients' medical records and electronic database. HbA1c was collected at baseline, 4-6 months (post-1), and 8-12 months (post-2). RESULTS We included 956 patients, of which 60% were females with a median age of 58.0 (IQR: 5.0) years. Overall, the HbA1c reduced significantly from baseline (median: 10.2, IQR: 3.0) to post-1 (median: 8.8, IQR: 2.7) and post-2 (median: 8.3, IQR: 2.6%) (p < 0.001). There were 4317 pharmacists' interventions performed, with the majority being dosage adjustment (n = 2407, 55.8%), followed by lab investigations (849, 19.7%), drugs addition (653, 15.1%), drugs discontinuation (408, 9.5%). Patients treated in hospitals received significantly more interventions than those treated in primary health clinics (p < 0.001). We observed significantly less reduction in HbA1c in DMTAC follow-up defaulters than non-defaulters after 1 year (- 1.02% vs. - 2.14%, p = 0.001). Frequencies of DMTAC visits (b: 0.19, CI: 0.079-0.302, p = 0.001), number of dosage adjustments (b: 0.83, CI: 0.015-0.151, p = 0.018) and number of additional drugs recommended (b: 0.37, CI: 0.049-0.691, p = 0.024) had positive impact on glycemic control whereas duration of diabetes (b: - 0.0302, CI: - 0.0507, - 0.007, p = 0.011) had negative impact. CONCLUSION Glycemic control improved significantly and sustained up to one year among patients in pharmacists-led DMTAC. However, DMTAC defaulters experienced poorer glycemic control. Considering more frequent visits and targeted interventions by pharmacists at DMTAC resulted in improved HbA1c control, these strategies should be taken into account for future program planning.
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Affiliation(s)
- Phei Ching Lim
- Pharmacy Department, Hospital Pulau Pinang, Ministry of Health Malaysia, George Town, Malaysia
- School of Pharmaceutical Sciences, University Science Malaysia, Gelugor, Malaysia
| | - Hooi Hoon Tan
- Pharmacy Department, Northeast District Health Office, Penang, Ministry of Health Malaysia, George Town, Malaysia
| | - Nurul Ain Mohd Noor
- Pharmacy Department, Hospital Balik Pulau, Ministry of Health Malaysia, Balik Pulau, Malaysia
| | - Chee Tao Chang
- Clinical Research Centre, Hospital Raja Permaisuri Bainun, Ministry of Health Malaysia, Ipoh, Malaysia.
- School of Pharmacy, Monash University Malaysia, Subang Jaya, Malaysia.
| | - Te Ying Wong
- Pharmacy Department, Hospital Pulau Pinang, Ministry of Health Malaysia, George Town, Malaysia
| | - Ee Linn Tan
- Pharmacy Department, Hospital Bukit Mertajam, Ministry of Health Malaysia, Bukit Mertajam, Malaysia
| | - Chiou Ting Ong
- Pharmacy Department, Hospital Sungai Bakap, Ministry of Health Malaysia, Sungai Jawi, Malaysia
| | - Kalyhani Nagapa
- Pharmacy Department, Hospital Seberang Jaya, Ministry of Health Malaysia, Perai, Malaysia
| | - Lee Shyong Tai
- Pharmacy Department, Southwest District Health Office, Penang, Ministry of Health Malaysia, Balik Pulau, Malaysia
| | - Wei Ping Chan
- Pharmacy Department, North District Health Office, Seberang Perai, Ministry of Health Malaysia, Kepala Batas, Malaysia
| | - Yong Boey Sin
- Pharmacy Department, Center District Health Office, Seberang Perai, Ministry of Health Malaysia, Bukit Mertajam, Malaysia
| | - Yin Shan Tan
- Pharmacy Department, South District Health Office, Seberang Perai, Ministry of Health Malaysia, Nibong Tebal, Malaysia
| | - Shanty Velaiutham
- Medical Department, Hospital Pulau Pinang, Ministry of Health Malaysia, George Town, Malaysia
| | - Rohaizan Mohd Hanafiah
- Penang Pharmaceutical Services Division, Ministry of Health Malaysia, George Town, Malaysia
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Alibudbud R. The Roles of Hospitals in Strengthening Mental Health Services in Primary Care in Low- and Middle-Income Countries: Reflections From the Philippines. Health Serv Insights 2023; 16:11786329231167122. [PMID: 37034311 PMCID: PMC10074630 DOI: 10.1177/11786329231167122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023] Open
Affiliation(s)
- Rowalt Alibudbud
- Department of Sociology and Behavioral Sciences, De La Salle University, Manila City, Philippines
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