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Aramrat P, Aramrat C, Kim TT, Husain MJ, Basu S, Dabak S, Isaranuwatchai W, Wiwatkunupakarn N, Sukonthasarn A, Angkurawaranon C, Kostova D, Moran AE. Costs of the HEARTS hypertension program in primary care in Lampang province, Thailand. BMC PRIMARY CARE 2025; 26:120. [PMID: 40269749 PMCID: PMC12016098 DOI: 10.1186/s12875-025-02824-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 04/07/2025] [Indexed: 04/25/2025]
Abstract
BACKGROUND In 2020, a pilot program for hypertension control was initiated in primary care facilities in Lampang Province, Thailand. The program followed the framework of the HEARTS program for standardized hypertension treatment, but the financial costs of the program are not well understood. This study evaluates the costs of the HEARTS approach compared to usual care to inform future scale-up efforts of the program. METHODS Cost data were collected and analyzed using the HEARTS costing tool, a Microsoft Excel-based tool that supports activity-based costing of the HEARTS program from the health system perspective. Three scenarios were considered: usual care, the HEARTS regimen using standardized hypertension treatment with single-agent pills, and a sub-scenario of the HEARTS regimen using single-pill dual-drug combination pills. Costs are estimated as annual costs from the health system perspective in all Lampang primary care facilities. RESULTS For the usual care scenario, the HEARTS single-pill scenario, and the HEARTS combination-pill sub-scenario, the average annual medication cost per treated patient was USD 14.0 (THB 485), USD 13.8 (THB 479), and USD 14.3 (THB 497), respectively. Total program cost per primary care user was USD 13.6 (THB 472.7), THB USD 14.3 (494.5), and USD 14.4 (THB 499.9) across the three scenarios, respectively. The largest program cost driver (45-47% across the examined scenarios) was attributed to a comprehensive package of laboratory tests applied to all hypertension patients. Hypothetically, reducing test coverage from all hypertension patients (27% of primary care users) to 15% of primary care users (corresponding to the proportion of patients aged 65+) would reduce program cost per user from USD 14.3 to USD 12.0 in the HEARTS combination-pill scenario. CONCLUSIONS Compared to usual care, HEARTS implementation costs include additional costs for staff training, which are balanced by lower medication expenditures using the HEARTS standardized regimen with single-agent pills. The HEARTS regimen using dual-drug combination pills was estimated to be slightly more costly due to the higher price of combination pills. Optimizing coverage of diagnostic tests and lowering the purchasing prices of combination-pill medicines are key areas for cost reduction in future scale-up efforts.
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Affiliation(s)
- Piyachon Aramrat
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, 110 Intawaroros Road, Si Phum, Muang , 50200, Chiang Mai, Thailand
| | - Chanchanok Aramrat
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, 110 Intawaroros Road, Si Phum, Muang , 50200, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
| | - Thomas Taeksung Kim
- Global Health Center, Centers for Diseases Control and Prevention, Atlanta, United States of America
| | - Muhammad Jami Husain
- Global Health Center, Centers for Diseases Control and Prevention, Atlanta, United States of America
| | - Soumava Basu
- Global Health Center, Centers for Diseases Control and Prevention, Atlanta, United States of America
| | - Saudamini Dabak
- Health Intervention and Technology Assessment Program, Ministry of Public Health of Thailand, Bangkok, Thailand
| | - Wanrudee Isaranuwatchai
- Health Intervention and Technology Assessment Program, Ministry of Public Health of Thailand, Bangkok, Thailand
- Institute of Health Policy, Management and Evaluation, University of Toronto, 155 College St, Toronto, ON, M5T 3M6, Canada
| | - Nutchar Wiwatkunupakarn
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, 110 Intawaroros Road, Si Phum, Muang , 50200, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
| | | | - Chaisiri Angkurawaranon
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, 110 Intawaroros Road, Si Phum, Muang , 50200, Chiang Mai, Thailand.
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand.
| | - Deliana Kostova
- Global Health Center, Centers for Diseases Control and Prevention, Atlanta, United States of America
| | - Andrew E Moran
- Resolve to Save Lives, New York, United States of America
- Columbia University Irving Medical Center, New York, United States of America
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Wiwatkunupakarn N, Moonkayaow S, Morse A, Buawangpong N, Pliannuom S, Tint SS, Wattanapisit A, Angkurawaranon C. Bibliometric analysis of scholarly publications related to family medicine in Thailand. Heliyon 2024; 10:e40090. [PMID: 39559242 PMCID: PMC11570295 DOI: 10.1016/j.heliyon.2024.e40090] [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: 08/03/2023] [Revised: 10/31/2024] [Accepted: 11/01/2024] [Indexed: 11/20/2024] Open
Abstract
Background Family medicine has been recognized as a medical specialty in Thailand. However, there is a lack of information about scholarly publications. Bibliometric analysis is a valuable methodology for identifying research trends and knowledge gaps in this field. This study aims to analyze scholarly publications related to family medicine in Thailand. Method This bibliometric analysis was conducted based on the PubMed search in March 2023. All relevant literature related to 'family medicine' and 'Thailand' was retrieved. Performance analysis examined the publication trends from 1963 to 2023, the top 10 journals publishing relevant articles, and the number of publications by research areas. Science mapping depicted clusters of co-occurring author keywords, their relationships, and the research themes' trend over two decades. Results A total of 1483 publications were retrieved. The number of publications showed an upward trend, increasing from 61 before 2000 to 359 in 2020. The Journal of the Medical Association of Thailand was the leading journal, publishing 267 articles (18.0 %). Research areas were categorized into Basic Knowledge (n = 211), Clinical Problem Solving (n = 714), Health Service (n = 256), Health System (n = 254), and Medical Education (n = 48). Science mapping identified six clusters based on 106 co-occurrence keywords, including public health, health services, medical issues in older adults, healthcare access, epidemiology, and others. Research themes have shifted from infectious diseases and public health to primary care and non-communicable diseases. Conclusion Future research should focus more on implementation at a population level and healthcare system, with more investigation into geriatric care and child and maternal health.
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Affiliation(s)
- Nutchar Wiwatkunupakarn
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
| | - Sasiwimon Moonkayaow
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Abigail Morse
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Nida Buawangpong
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
| | - Suphawita Pliannuom
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
| | - Soe Sandi Tint
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
| | - Apichai Wattanapisit
- Department of Clinical Medicine, School of Medicine, Walailak University, Nakhon Si Thammarat, Thailand
- Family Medicine Clinic, Walailak University Hospital, Nakhon Si Thammarat, Thailand
| | - Chaisiri Angkurawaranon
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Global Health and Chronic Conditions Research Center, Chiang Mai University, Chiang Mai, Thailand
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Lee EKP, Poon P, Yip BHK, Bo Y, Zhu MT, Yu CP, Ngai ACH, Wong MCS, Wong SYS. Global Burden, Regional Differences, Trends, and Health Consequences of Medication Nonadherence for Hypertension During 2010 to 2020: A Meta-Analysis Involving 27 Million Patients. J Am Heart Assoc 2022; 11:e026582. [PMID: 36056737 PMCID: PMC9496433 DOI: 10.1161/jaha.122.026582] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Background Nonadherence to antihypertensive medications is the leading cause of poor blood pressure control and thereby cardiovascular diseases and mortality worldwide. Methods and Results We investigated the global epidemiology, regional differences, and trend of antihypertensive medication nonadherence via a systematic review and meta‐analyses of data from 2010 to 2020. Multiple medical databases and clinicaltrials.gov were searched for articles. Observational studies reporting the proportion of patients with anti‐hypertensive medication nonadherence were included. The proportion of nonadherence, publication year, year of first recruitment, country, and health outcomes attributable to antihypertensive medication nonadherence were extracted. Two reviewers screened abstracts and full texts, classified countries according to levels of income and locations, and extracted data. The Joanna Briggs Institute prevalence critical appraisal tool was used to rate the included studies. Prevalence meta‐analyses were conducted using a fixed‐effects model, and trends in prevalence were analyzed using meta‐regression. The certainty of evidence concerning the effect of health consequences of nonadherence was rated according to Grading of Recommendations, Assessment, Development and Evaluations. A total of 161 studies were included. Subject to different detection methods, the global prevalence of anti‐hypertensive medication nonadherence was 27% to 40%. Nonadherence was more prevalent in low‐ to middle‐income countries than in high‐income countries, and in non‐Western countries than in Western countries. No significant trend in prevalence was detected between 2010 and 2020. Patients with antihypertensive medication nonadherence had suboptimal blood pressure control, complications from hypertension, all‐cause hospitalization, and all‐cause mortality. Conclusions While high prevalence of anti‐hypertensive medication nonadherence was detected worldwide, higher prevalence was detected in low‐ to middle‐income and non‐Western countries. Interventions are urgently required, especially in these regions. Current evidence is limited by high heterogeneity. Registration URL: www.crd.york.ac.uk/prospero/; Unique identifier: CRD42021259860.
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Affiliation(s)
- Eric K P Lee
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Paul Poon
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Benjamin H K Yip
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Yacong Bo
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Meng-Ting Zhu
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Chun-Pong Yu
- Li Ping Medical Library The Chinese University of Hong Kong Shatin Hong Kong
| | - Alfonse C H Ngai
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Martin C S Wong
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
| | - Samuel Y S Wong
- Jockey Club School of Public Health and Primary Care The Chinese University of Hong Kong Shatin Hong Kong
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Is the Association between Herbal Use and Blood-Pressure Control Mediated by Medication Adherence? A Cross-Sectional Study in Primary Care. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182412916. [PMID: 34948526 PMCID: PMC8702107 DOI: 10.3390/ijerph182412916] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Revised: 12/06/2021] [Accepted: 12/06/2021] [Indexed: 11/23/2022]
Abstract
Herbs have been used worldwide for many health conditions as an alternative treatment, including hypertension. Their use might affect the use of conventional medications, as well as blood-pressure control. This study aims to determine whether the potential associations between herb use and high blood pressure in hypertensive patients was mediated by medication adherence. A cross-sectional study was conducted using questionnaires and available medical databases at a primary care clinic of a tertiary hospital in Chiang Mai, Thailand. The data were collected from 450 patients with essential hypertension. Drug adherence was assessed by the Morisky Green Levine Medication Adherence Scale. The history of herbs used in the past three months was obtained. The goal of controlled blood pressure was defined in accordance with the Thai guidelines on the treatment of hypertension. Of the total 450 patients, 42% had high adherence. Nearly 18% reported herb use in the past three months. High medication adherence was strongly associated with blood-pressure control when adjusted for age, gender, education, the presence of comorbidities, and herb use (aOR 26.73; 95% CI 8.58–83.23; p < 0.001). The association between herb use and blood-pressure control did not achieve statistical significance (p = 0.143). However, the adjusted odds ratio of the association between herb use and blood-pressure control was diluted from 0.67 to 0.83 when adding the factor of medication adherence to the model. In conclusion, herb use was associated with poor medication adherence, which was in turn associated with poor blood-pressure control. Assessing this information contributes to appropriate exploration and counseling.
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Angkurawaranon C, Pinyopornpanish K, Srivanichakorn S, Sanchaisuriya P, Thepthien BO, Tooprakai D, Ngetich E, Damasceno A, Olsen MH, Sharman JE, Garg R. Clinical audit of adherence to hypertension treatment guideline and control rates in hospitals of different sizes in Thailand. J Clin Hypertens (Greenwich) 2021; 23:702-712. [PMID: 33501760 PMCID: PMC8678746 DOI: 10.1111/jch.14193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 01/06/2021] [Accepted: 01/10/2021] [Indexed: 11/27/2022]
Abstract
A clinical audit of hospitals in Thailand was conducted to assess compliance with the national hypertension treatment guidelines and determine hypertension control rates across facilities of different sizes. Stratified random sampling was used to select sixteen hospitals of different sizes from four provinces. These included community (<90 beds), large (90–120 beds), and provincial (>120 beds) hospitals. Among new cases, the audit determined whether (i) the recommended baseline laboratory assessment was completed, (ii) the initial choice of medication was appropriate based on the patient's cardiovascular risk, and (iii) patients received medication adjustments when indicated. The hypertension control rates at six months and at the last visit were recorded. Among the 1406 patients, about 75% had their baseline glucose and kidney function assessed. Nearly 30% (n = 425/1406) of patients were indicated for dual therapy but only 43% of them (n = 182/425) received this. During treatment, 28% (198/1406) required adjustments in medication but this was not done. The control of hypertension at six months after treatment initiation was 53% varying between 51% in community and 56% in large hospitals (p < .01). The hypertension control rate at last visit was 64% but varied between 59% in community hospitals and 71% in large hospitals (p < .01). Failure to adjust medication when required was associated with 30% decrease in the odds of hypertension control (OR 0.69, 95% CI 0. 50 to 0.90). Failure to comply with the treatment guidelines regarding adjustment of medication and lost to follow‐up are possible target areas to improve hypertension control in Thailand.
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Affiliation(s)
- Chaisiri Angkurawaranon
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | | | | | - Pattara Sanchaisuriya
- Department of Public Health Administration, Health Promotion, and Nutrition, Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
| | - Bang-On Thepthien
- ASEAN Institute for Health Development, Mahidol University, Salaya, Thailand
| | - Dusida Tooprakai
- Department of Social Medicine, Lampang Hospital, Lampang, Thailand
| | - Elisha Ngetich
- Nuffield Department of Surgical Sciences, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Albertino Damasceno
- Lancet Commission on Hypertension Group, London, UK.,Faculty of Medicine, Eduardo Mondlane University, Maputo, Mozambique
| | - Michael Hecht Olsen
- Lancet Commission on Hypertension Group, London, UK.,Department of Internal Medicine, Holbaek Hospital, Holbaek, Denmark.,Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - James E Sharman
- Lancet Commission on Hypertension Group, London, UK.,Menzies Institute for Medical Research, University of Tasmania, Hobart, Tas, Australia
| | - Renu Garg
- World Health Organization Country Office for Thailand, Nonthaburi, Thailand
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