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Description Study Of Pandeglang Community Knowledge On Natural Disasters And Government Policies Related To Natural Disaster Preparedness In 2022, Novi Anggraini Ginting, Wiku Bakti Bawono Adisasmito 2022 Master Program in Public Health, Department of Health Policy and Administration, Faculty of Public Health Universitas Indonesia, Depok, Indonesia

Description Study Of Pandeglang Community Knowledge On Natural Disasters And Government Policies Related To Natural Disaster Preparedness In 2022, Novi Anggraini Ginting, Wiku Bakti Bawono Adisasmito

Journal of Indonesian Health Policy and Administration

Pandeglang Regency, which is a disaster-prone area, requires people who have sufficient knowledge to create community preparedness in dealing with disasters and can assist in the disaster mitigation process. This study aims to find out how the community's knowledge and community preparedness related to natural disasters and what efforts have been made by the government to improve the readiness of the people of Pandeglang Regency. This research method is descriptive and quantitative with 451 respondents. The results of the study showed that the people of Pandeglang Regency still did not know correctly the different types of threats or types of …


Analysis Of Factors Related To Intention-To-Use Telemedicine Services (Teleconsultation) In Jabodetabek Residents During The Covid-19 Pandemic In 2021, Isna Mutiara Salsabila, Kurnia Sari 2022 Bachelor Program of Public Health, Department of Health Policy and Administration, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Analysis Of Factors Related To Intention-To-Use Telemedicine Services (Teleconsultation) In Jabodetabek Residents During The Covid-19 Pandemic In 2021, Isna Mutiara Salsabila, Kurnia Sari

Journal of Indonesian Health Policy and Administration

The emergence of COVID-19 pandemic has made it difficult for people to access health services. According to JKN statistics, FKTP visits was decreased from 337.69 million (2019) to 193.03 (2021). Teleconsultation, a type of telemedicine, could be the right solution so that people can still access the health services they need and protect themselves from the spread of COVID-19. There was an increase in the use of several teleconsultation applications in Indonesia during pandemic, from 4 million to more than 15 million people. However, this rate is only 7.63% of the internet users and 5.6% of the total population of …


Observational Study Of The Clinical Performance Of A Public-Private Partnership National Referral Hospital Network In Lesotho: Do Improvements Last Over Time?, Nancy A. Scott, Jeanette L. Kaiser, Brian W. Jack, Elizabeth L. Nkholongo, Allison Juntunen, Tshema Nash, Mayowa Alade, Taryn Vian 2022 Boston University

Observational Study Of The Clinical Performance Of A Public-Private Partnership National Referral Hospital Network In Lesotho: Do Improvements Last Over Time?, Nancy A. Scott, Jeanette L. Kaiser, Brian W. Jack, Elizabeth L. Nkholongo, Allison Juntunen, Tshema Nash, Mayowa Alade, Taryn Vian

Nursing and Health Professions Faculty Research and Publications

Public-private partnerships (PPP) may increase healthcare quality but lack longitudinal evidence for success. The Queen ‘Mamohato Memorial Hospital (QMMH) in Lesotho is one of Africa’s first healthcare PPPs. We compare data from 2012 and 2018 on capacity, utilization, quality, and outcomes to understand if early documented successes have been sustained using the same measures over time. In this observational study using administrative and clinical data, we assessed beds, admissions, average length of stay (ALOS), outpatient visits, and patient outcomes. We measured triage time and crash cart stock through direct observation in 2013 and 2020. Operational hospital beds increased from 390 …


Omicron Variants Of The Sars-Cov-2: A Potentially Significant Threat In A New Wave Of Infections, Lukasz Szarpak, Michal Pruc, Alla Navolokina, Kavita Batra, Francesco Chirico, Charles De Roquetaillade 2022 Baylor College of Medicine Houston

Omicron Variants Of The Sars-Cov-2: A Potentially Significant Threat In A New Wave Of Infections, Lukasz Szarpak, Michal Pruc, Alla Navolokina, Kavita Batra, Francesco Chirico, Charles De Roquetaillade

School of Medicine Faculty Research

From the beginning, the COVID-19 pandemic turned out to be a huge challenge and burden for medical services [1]. Currently, humanity is dealing with a new wave of the virus that has evolved and presents a new challenge, mainly due to its ability to avoid immune surveillance. Indeed, our main line of defense — vaccines — may be compromised. Omicron variants are characterized by an evolutionary force unprecedented so far. Among the several sublines that have already emerged, the BA.5 strain exhibit higher transmissibility and demonstrates a worrisome immune evasion. According to several laboratory investigations, vaccination-induced antibodies are less successful …


Patterns And Determinants Of Hiv Postexposure Prophylaxis In A Tertiary Health Facility In Nigeria, Onyinye H. Chime, Edmund O Ndibuagu, Wilfred O. Okenwa 2022 Department of Community Medicine, Enugu State University College of Medicine, Enugu

Patterns And Determinants Of Hiv Postexposure Prophylaxis In A Tertiary Health Facility In Nigeria, Onyinye H. Chime, Edmund O Ndibuagu, Wilfred O. Okenwa

International Journal of Health and Allied Sciences

Background: One of the targets of HIV prevention strategy is to ensure that 95% of the population access prevention services by 2030 with the aspiration of ending the AIDS epidemic by 2030. Methods: This is a record-based cross-sectional review. Data was extracted from the PEP registers and treatment folders from January 2017 to December 2021. Results: Non-occupational exposure (82.5%) was reported more than occupational (17.5%). Majority of cases (442) resulted from rape. Only 9.1% of the clients returned for follow-up and all were negative. Conclusion: Behavioral interventions designed to promote HIV risk reduction and protective behaviors should be promoted.


Development Of Tlc Fingerprinting Profile Of Shadanga Paniya – An Ayurvedic Formulation To Treat Symptoms Of Covid-19, Mehta D. Mehul, Kunal M. Gohil, Krunal A. Doshi 2022 Institute of Teaching and Research in Ayurveda

Development Of Tlc Fingerprinting Profile Of Shadanga Paniya – An Ayurvedic Formulation To Treat Symptoms Of Covid-19, Mehta D. Mehul, Kunal M. Gohil, Krunal A. Doshi

International Journal of Health and Allied Sciences

BACKGROUND: Shadanga Paniya is a compound Ayurvedic formulation that contains six ingredients. Ayurvedic Physicians have been using Shadanga Paniya to treat fever for ages. Symptoms of COVID-19 are also being treated by Shadanga Paniya. However, the Shadanga Paniya has not reported standardisation.

AIMS: To prepare Shadanga Paniya as per the standard classical protocol. To carry out qualitative tests, standardisation and TLC profile development for Shadanga Paniya.

MATERIALS AND METHODS: All the ingredients of Shadanga Paniya wiz. Nagarmotha, Pittapapada, Khasa, Lal Chandana, Sugandhbala and Sunthi were taken in equal amounts. All these ingredients are heated over mild heat with water. The …


Emerging Lessons From The Covid-19 Pandemic About The Decisive Competencies Needed For The Public Health Workforce: A Qualitative Study, Osnat Bashkin, Robert Otok, Lore Leighton, Kasia Czabanowska, Paul Barach, Nadav Davidovitch, Keren Dopelt, Mariusz Duplaga, Leah Okenwa Emegwa, Fiona MacLeod, Yehuda Neumark, Maya Peled Raz, Theodore Tulchinsky, Zohar Mor 2022 Ashkelon Academic College

Emerging Lessons From The Covid-19 Pandemic About The Decisive Competencies Needed For The Public Health Workforce: A Qualitative Study, Osnat Bashkin, Robert Otok, Lore Leighton, Kasia Czabanowska, Paul Barach, Nadav Davidovitch, Keren Dopelt, Mariusz Duplaga, Leah Okenwa Emegwa, Fiona Macleod, Yehuda Neumark, Maya Peled Raz, Theodore Tulchinsky, Zohar Mor

College of Population Health Faculty Papers

The global COVID-19 crisis exposed the critical need for a highly qualified public health workforce. This qualitative research aimed to examine public health workforce competencies needed to face COVID-19 challenges and identify the gaps between training programs and the competency demands of real-world disasters and pandemics. Through a sample of thirty-one participant qualitative interviews, we examined the perspectives of diverse stakeholders from lead public health organizations in Israel. Grounded Theory was used to analyze the data. Six themes emerged from the content analysis: public health workforce's low professional status and the uncertain future of the public health workforce; links between …


Heterogeneity In The Prevalence Of Premature Hypertension Among Asian American Populations Compared With White Individuals: A National Health Interview Survey Study, Sina Kianoush, Mahmoud Al Rifai, Anwar T. Merchant, Xiaoming Jia, Zainab Samad, Aneil Bhalla, Ayesha Khan, Dongshan Zhu, Salim S. Virani 2022 Baylor College of Medicine, United States

Heterogeneity In The Prevalence Of Premature Hypertension Among Asian American Populations Compared With White Individuals: A National Health Interview Survey Study, Sina Kianoush, Mahmoud Al Rifai, Anwar T. Merchant, Xiaoming Jia, Zainab Samad, Aneil Bhalla, Ayesha Khan, Dongshan Zhu, Salim S. Virani

Section of Cardiology

Background: Differences in prevalence of risk factors such as hypertension may explain heterogeneity in cardiovascular risk across Asian American populations.
Methods: We used National Health Interview Survey (NHIS) data from 2006 to 2018 among White, Chinese, Asian Indian, Filipino, and 'other Asians' (Japanese, Korean, and Vietnamese). Unadjusted and adjusted odds ratios (aOR) with 95% confidence intervals were reported using logistic regression models for the association between race and self-reported premature hypertension (age old). Models were adjusted for sex, education, body mass index, smoking status, diabetes, and coronary heart disease.
Results: We studied 99,864 participants with history of hypertension (mean age, …


Adult Day Services In Maine: Benefits, Challenges, And Opportunities, Elizabeth Gattine JD, Eileen Griffin JD, Kimberly I. Snow MHSA, BA 2022 University of Southern Maine, Catherine Cutler Institute

Adult Day Services In Maine: Benefits, Challenges, And Opportunities, Elizabeth Gattine Jd, Eileen Griffin Jd, Kimberly I. Snow Mhsa, Ba

Disability & Aging

In Maine and nationally, adult day services tend to be underfunded and underutilized compared to other types of long term services and supports (LTSS). In part, investment in adult day services is hampered by a lack of standardized data collection and limited research on issues of accessibility, cost-effectiveness, and the impact of adult day services on the broader health system. Lack of uniformity in state regulatory frameworks for licensing, program design, service delivery, and other administrative requirements further complicates cross-state comparisons. Considering these limitations, a key goal of this report is to provide a more detailed and comprehensive understanding of …


Gaseous Air Pollutants And Dna Methylation In A Methylome-Wide Association Study Of An Ethnically And Environmentally Diverse Population Of Us Adults, Katelyn M Holliday, Rahul Gondalia, Antoine Baldassari, Anne E Justice, James D Stewart, Duanping Liao, Jeff D Yanosky, Kristina M Jordahl, Parveen Bhatti, Themistocles L Assimes, James S Pankow, Weihua Guan, Myriam Fornage, Jan Bressler, Kari E North, Karen N Conneely, Yun Li, Lifang Hou, Pantel S Vokonas, Cavin K Ward-Caviness, Rory Wilson, Kathrin Wolf, Melanie Waldenberger, Josef Cyrys, Annette Peters, H Marike Boezen, Judith M Vonk, Sergi Sayols-Baixeras, Mikyeong Lee, Andrea A Baccarelli, Eric A Whitsel 2022 The Texas Medical Center Library

Gaseous Air Pollutants And Dna Methylation In A Methylome-Wide Association Study Of An Ethnically And Environmentally Diverse Population Of Us Adults, Katelyn M Holliday, Rahul Gondalia, Antoine Baldassari, Anne E Justice, James D Stewart, Duanping Liao, Jeff D Yanosky, Kristina M Jordahl, Parveen Bhatti, Themistocles L Assimes, James S Pankow, Weihua Guan, Myriam Fornage, Jan Bressler, Kari E North, Karen N Conneely, Yun Li, Lifang Hou, Pantel S Vokonas, Cavin K Ward-Caviness, Rory Wilson, Kathrin Wolf, Melanie Waldenberger, Josef Cyrys, Annette Peters, H Marike Boezen, Judith M Vonk, Sergi Sayols-Baixeras, Mikyeong Lee, Andrea A Baccarelli, Eric A Whitsel

Faculty, Staff and Student Publications

Epigenetic mechanisms may underlie air pollution-health outcome associations. We estimated gaseous air pollutant-DNA methylation (DNAm) associations using twelve subpopulations within Women's Health Initiative (WHI) and Atherosclerosis Risk in Communities (ARIC) cohorts (n = 8397; mean age 61.3 years; 83% female; 46% African-American, 46% European-American, 8% Hispanic/Latino). We used geocoded participant address-specific mean ambient carbon monoxide (CO), nitrogen oxides (NO2; NOx), ozone (O3), and sulfur dioxide (SO2) concentrations estimated over the 2-, 7-, 28-, and 365-day periods before collection of blood samples used to generate Illumina 450 k array leukocyte DNAm measurements. We estimated methylome-wide, subpopulation- and race/ethnicity-stratified pollutant-DNAm associations in …


Quality Of Life, Illness Perceptions, And Parental Lived Experiences In Tango2-Related Metabolic Encephalopathy And Arrhythmias, Chaya N Murali, Seema R Lalani, Mahshid S Azamian, Christina Y Miyake, Hadley Stevens Smith 2022 The Texas Medical Center Library

Quality Of Life, Illness Perceptions, And Parental Lived Experiences In Tango2-Related Metabolic Encephalopathy And Arrhythmias, Chaya N Murali, Seema R Lalani, Mahshid S Azamian, Christina Y Miyake, Hadley Stevens Smith

Faculty, Staff and Students Publications

TANGO2 disorder is a rare genetic disease with multi-system effects that causes episodic crises. Quality of life and psychosocial effects of this rare disease have not previously been studied. To examine health-related quality of life (HRQoL), illness perceptions, and lived experience, we surveyed 16 children and 31 parents of children with TANGO2 disorder identified via a disease-specific social media group and research foundation email distribution list. We assessed HRQoL by parent proxy-report and child self-report using the Pediatric Quality of Life Inventory (PedsQL™). Parental perceptions of their child's condition were assessed using the revised illness perceptions questionnaire adapted for TANGO2 …


Model Autonomy Of Self-Finance Management For Primary Health Care To Enhance Workers’ Satisfaction, Ahmad Jet Alamin, Ossama Issac, Lina Teo, Atikah Adyas 2022 Department of Business and Accounting, Faculty of Management, Lincoln University College, Selangor Darul Ehsan, Malaysia

Model Autonomy Of Self-Finance Management For Primary Health Care To Enhance Workers’ Satisfaction, Ahmad Jet Alamin, Ossama Issac, Lina Teo, Atikah Adyas

Kesmas

This study aimed to find an appropriate model of autonomous self-finance management in primary health care (PHC) to enhance workers' satisfaction. This was a cross-sectional study in which data were collected through self-administered questionnaires from 204 workers in ten Regional Public Service Agency for Primary Health Care (RPSAPHC)/Badan Layanan Umum Daerah Pusat Kesehatan Masyarakat (BLUD Puskesmas) in Tangerang District, Banten Province, Indonesia using the partial least squares and structural equation model (PLS-SEM). A total of 73 indicators were used to examine the PHC transformation process to enhance workers' satisfaction. The indicators were grouped into three variables depending on workers' satisfaction: …


Spatial Analysis For Enhancing The Use Of Health Data Availability From Different Sources To Help The Decision-Making Process, Tris Eryando 2022 Department of Biostatistics and Population Studies, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Spatial Analysis For Enhancing The Use Of Health Data Availability From Different Sources To Help The Decision-Making Process, Tris Eryando

Kesmas

Spatial analysis in public health has become a common method used by researchers to understand the distribution of public health aspects related to the surrounding environment. It can also be used to analyze individual information in the form of a dot and the location or line of aggregated information in a specific area of study. Another benefit is the possibility of using different data sources to be analyzed in one statistical model analysis, as long as the identification area is sufficiently clear as a key variable. Spatial analysis can show an object's distribution on a locational map and explain the …


Sars-Cov-2 Antibody Seroprevalence In Jakarta, Indonesia, Iwan Ariawan, Hafizah Jusril, Muhammad N Farid, Pandu Riono, Wiji Wahyuningsih, Widyastuti Widyastuti, Dwi Oktavia T L Handayani, Endang Sri Wahyuningsih, Rebekka Daulay, Retno Henderiawati, Safarina G. Malik, Rintis Noviyanti, Leily Trianty, Nadia Fadila, Khin Saw Aye Myint, Frilasita A. Yudhaputri, Neeraja Venkateswaran, Kodumudi Venkateswaran, Venkatachalam Udhayakumar, William A. Hawley, Juliette Morgan, Paul M. Pronyk 2022 Department of Biostatistics and Population Studies, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia; Reconstra Utama Integra, Jakarta, Indonesia

Sars-Cov-2 Antibody Seroprevalence In Jakarta, Indonesia, Iwan Ariawan, Hafizah Jusril, Muhammad N Farid, Pandu Riono, Wiji Wahyuningsih, Widyastuti Widyastuti, Dwi Oktavia T L Handayani, Endang Sri Wahyuningsih, Rebekka Daulay, Retno Henderiawati, Safarina G. Malik, Rintis Noviyanti, Leily Trianty, Nadia Fadila, Khin Saw Aye Myint, Frilasita A. Yudhaputri, Neeraja Venkateswaran, Kodumudi Venkateswaran, Venkatachalam Udhayakumar, William A. Hawley, Juliette Morgan, Paul M. Pronyk

Kesmas

The SARS-CoV-2 transmission dynamics in low- and middle-income countries remain poorly understood. This study aimed to estimate the SARS-CoV-2 antibodies seroprevalence in Jakarta, Indonesia, and to increase knowledge of SARS-CoV-2 transmission in urban settings. A population-based serosurvey among individuals aged one year or older was conducted in Jakarta. Employing a multistage sampling design, samples were stratified by district, slum, and non-slum residency, sex, and age group. Blood samples were tested for IgG against three different SARS-CoV-2 antigens. Seroprevalence was estimated after applying sample weights and adjusting for cluster characteristics. In March 2021, this study collected 4,919 respondents. The weighted estimate …


A Stunting Prevention Risk Factors Pathway Model For Indonesian Districts/Cities With A Stunting Prevalence Of ≥30%, Nina Fentiana, Endang L. Achadi, Besral Besral, Abram Kamiza, Trini Sudiarti 2022 Student of Doctoral Program in Public Health, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

A Stunting Prevention Risk Factors Pathway Model For Indonesian Districts/Cities With A Stunting Prevalence Of ≥30%, Nina Fentiana, Endang L. Achadi, Besral Besral, Abram Kamiza, Trini Sudiarti

Kesmas

The prevalence of stunting in Indonesian children aged 0-23 months is a public health problem caused by direct and indirect factors. This study aimed to discover the path of the relationship between various risk factors and the stunting prevalence of ≥30% in 165 districts/cities in Indonesia. Data were obtained from the 2018 National Basic Health Research, National Socioeconomic Survey, and the Statistics Indonesia with a cross-sectional approach. The secondary data on stunting and risk factors were aggregated at the district/city level from individual data; children aged 0-23 months. The path analysis used to determine a stunting prevention model showed that …


Determinants Of Type 2 Diabetes Mellitus Among Passive Smokers, Adinda Rahma Triyaniarta, Santi Martini, Kurnia Dwi Artanti, Sri Widati, Rizma Dwi Nastiti 2022 Department of Environmental Health, Faculty of Public Health, Universitas Airlangga, Surabaya, Indonesia

Determinants Of Type 2 Diabetes Mellitus Among Passive Smokers, Adinda Rahma Triyaniarta, Santi Martini, Kurnia Dwi Artanti, Sri Widati, Rizma Dwi Nastiti

Kesmas

Type 2 diabetes mellitus (T2DM) leads to complications of other diseases. The modifiable risk factors for T2DM are overweight, physical activity, hypertension, unhealthy diet, and smoking. This study aimed to analyze determinants of T2DM incidence in passive smokers among various factors. This study was conducted at Hospital X in Surabaya City, East Java Province, Indonesia, from September 2019 to April 2020. The variables were univariate, bivariate, and multivariate. Case samples were T2DM patients and passive smokers, while control samples were non-T2DM patients and passive smokers, with 52 respondents per group, of 104 total respondents. Variables statistically significant related to the …


The Effect Of Health Promotion Program On Perceived Self-Efficacy And Self-Care Practices Among Elderly With Multimorbidity In Chiang Mai, Thailand, Jukkrit Wungrath, Nuttida Khumai, Phinphot Phrommasen 2022 Department of Public Health, Faculty of Public Health, Chiang Mai University, Chiang Mai, Thailand

The Effect Of Health Promotion Program On Perceived Self-Efficacy And Self-Care Practices Among Elderly With Multimorbidity In Chiang Mai, Thailand, Jukkrit Wungrath, Nuttida Khumai, Phinphot Phrommasen

Kesmas

Multimorbidity in the elderly is a major public health issue with serious consequences. This study investigated the effects of health promotion programs on perceived self-efficacy and self-care practices among the elderly with multimorbidity using a quasi-experimental study design from February to July 2021. The study samples were the elderly from Doi Saket District, Chiang Mai Province, Thailand, selected by a multistage random sampling technique. The experimental and control groups each comprised 40 elderlies with multimorbidity. All elderly participants took part in a 12-week health promotion program. The perceived self-efficacy and self-care practices of the study samples were assessed using interviews, …


Predictors Of Anxiety Toward Covid-19 Delta Variant: A Cross- Sectional Study Among Healthcare Providers In Java And Bali, Indonesia, I Ketut Swarjana, I Gede Putu Darma Suyasa, I Kadek Nuryanto 2022 Faculty of Health, Institute of Technology and Health Bali, Denpasar, Indonesia

Predictors Of Anxiety Toward Covid-19 Delta Variant: A Cross- Sectional Study Among Healthcare Providers In Java And Bali, Indonesia, I Ketut Swarjana, I Gede Putu Darma Suyasa, I Kadek Nuryanto

Kesmas

Health facilities are experiencing overcapacity, oxygen scarcity, and a limited number of healthcare providers due to the coronavirus disease 2019 (COVID-19), thus impacted on anxiety. This study aimed to determine predictors of anxiety among healthcare providers toward the Delta variant of COVID-19 in Indonesia. A cross-sectional study was conducted with 371 healthcare providers in Java and Bali Islands, and the snowball sampling technique was used. Data were collected using a questionnaire and distributed through social media (WhatsApp), then analyzed using univariate analysis, bivariate analysis (Chi-square test), and multivariate analysis (multiple logistic regression). The results showed that 81 (21.8%) respondents experienced …


Perspectives On Reproductive Health Education Among Javanese Parents, Bagoes Widjanarko, Ratih Indraswari, Aditya Kusumawati, Novia Handayani 2022 Department of Health Promotion and Behavioral Science, Faculty of Public Health, Universitas Diponegoro, Semarang, Indonesia

Perspectives On Reproductive Health Education Among Javanese Parents, Bagoes Widjanarko, Ratih Indraswari, Aditya Kusumawati, Novia Handayani

Kesmas

This study aimed to investigate the perspectives of reproductive health education among Javanese parents of children aged 9-11 years. This cross-sectional study was conducted with 12,306 parents in Semarang City, Central Java Province, Indonesia, using a purposive sampling technique. Some parents agreed that reproductive health education at home was unnecessary (29.5%), taboo (45%), difficult (73.1%), and awkward (41.5%). Most parents (72.7%) were not transparent in providing reproductive health information to their children by using other terms to name the genitals, considering the politeness aspect. Good practices of providing reproductive health information are slightly more common in mothers (54.2%), unemployed parents …


Spatial Analysis Of Seven Islands In Indonesia To Determine Stunting Hotspots, Tiopan Sipahutar, Tris Eryando, Meiwita Budiharsana 2022 Department of Biostatistics and Population Studies, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Spatial Analysis Of Seven Islands In Indonesia To Determine Stunting Hotspots, Tiopan Sipahutar, Tris Eryando, Meiwita Budiharsana

Kesmas

Indonesia is a vast country struggling to reduce its stunting prevalence. Hence, identifying priority areas is urgent. In determining areas to prioritize, one needs to consider geographical issues, particularly correlations among areas. This study aimed to discover whether stunting prevalence in Indonesia occurs randomly or in clusters; and, if it occurs in clusters, which areas are the hotspots. This ecological study used aggregate data from the 2018 National Basic Health Research and Poverty Data and Information Report from the Statistics Indonesia. This study analyzed 514 districts/cities across 34 provinces on seven main islands in Indonesia. The method used was the …


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