Ethics approval and consent to participate
Per the Bangladesh Medical Research Council’s authority, given by the National Research Strategy (Memo No: MOHFW/ Hospital -2 / Misc-16/07/06, date: 05 January, 2009), ethical approval was not required for this study as no primary collection of data was carried out and data used are publicly available (58). All methods were carried out in accordance with relevant national guidelines and regulations. Informed consent for original survey data (linked in this paper) was obtained from all subjects and/or their legal guardians.
Consent for publication
Not applicable for this secondary analysis study.
Availability of data and materials
All data analysed during this study are publicly available. Original sources are in the links below.
Bangladesh Bureau of Statistics. Population & Housing Census 2022 Preliminary Report
Produced by the Bangladesh Bureau of Statistics, Statistics and Informatics Division, Ministry of Planning, Government of The People’s Republic of Bangladesh. Complete count of total population of Bangladesh. Total Population 165,158,616. The sixth Population and Housing Census was conducted in June 2022. The sample included 81,712,824 males, 83,347,206 females, and 12,629 Hijra (third Gender). Due to an unpredicted sudden flash flood, the data collection period was extended up to June 28 in the districts of Sylhet, Sunamganj, Moulvibazar and Netrokona, following the international census protocol. The digital census was conducted using the Computer Assisted Personal Interviewing method.
Bangladesh Bureau of Statistics. Report on Sample Vital Registration System (SVRS) 2021
Produced by the Bangladesh Bureau of Statistics, Statistics and Informatics Division, Ministry of Planning, Government of The People’s Republic of Bangladesh. Nationally representative. In the SVRS 2021, data on vital events, such as, births, deaths, marriages, divorce/separation, inmigration and out-migration, contraceptive use and disability were collected in 2021 through two independent systems. Under System 1, a local female registrar collects in prescribed schedules the occurrences of vital events as and when those occur. Under System 2, supervisors collected retrospective data on birth, death, marriage, divorce and separation on quarterly basis, migration data on half yearly basis and contraceptive use, disability on a yearly basis and submitted filled-in schedules to deputy directors of district statistical offices who sent them to headquarters. All information was collected using dual recording systems, and underwent systematic and rigorous consistency checks. Documents of the two systems were matched and accepted or rejected as per the tolerance limit specified in advance. The complete enumeration found 643,621 males and 655,820 females in the sample areas resulting in a sex ratio of 98.12 males per 100 females; 27.7% of the population was under 15 years of age and 66.6% was working age. The Integrated Multi-Purpose Sample (IMPS) frame developed from the 2011 census served as the sampling frame for the collection of data in the SVRS 2021. A single stage stratified cluster sampling methodology was adopted for the sample enumeration areas. Prior to the selection, each of all the enumeration areas containing less than 40 households was merged with an adjacent enumeration area to be comparable with the remaining enumeration areas. Selection of enumeration areas within the strata was done with probability proportional to the estimated number of households from a computerized list ordered alphabetically within the 64 districts. Each of the seven administrative divisions of the country was regarded as a domain of the study. These domains were divided into three residential categories, rural, urban and city corporation, resulting in 21 domains. Recall bias could have affected responses as respondents had to provide information about vital events that ocurred in the past.
Bangladesh Demographic and Health Survey (BDHS) Preliminary Reports/Key Indicators Reports 2022
Produced by the National Institute of Population Research and Training (NIPORT), Medical Education and Family Welfare Division, and the Ministry of Health and Family Welfare. The sampling frame used for the 2022 BDHS is the Integrated Multi-Purpose Sampling Master Sample, selected from a complete list of enumeration areas covering the whole country. The survey is based on a two-stage stratified sample of households. In the first stage, 675 enumeration areas (237 in urban areas and 438 in rural areas) were selected with probability proportional to enumeration size. In the second stage of sampling, a systematic sample of an average of 45 households per enumeration area was selected to provide statistically reliable estimates of key demographic and health variables for urban and rural areas separately and for each of the eight divisions in Bangladesh. Based on this design, a total of 30,375 residential households were selected (19,710 from rural areas and 10,665 from urban areas). The household listing operation was carried out in two phases (each about 4 weeks in duration) in all selected enumeration areas from May 25 to July 27, 2022. Data collection occurred in four phases (each about 4 weeks in duration) beginning on June 27, 2022, and ending on December 12, 2022. A total of 30,330 households were selected for the sample, of which 30,149 were found to be occupied. Of the occupied households, 30,018 were successfully interviewed, yielding a response rate of 99.6%. In the interviewed households, 30,358 ever-married women age 15–49 were identified as eligible for individual interviews. Interviews were completed with 30,078 women, yielding a response rate of 99.1%. A total of 20,217 women were eligible for the full questionnaire, and 19,987 were successfully interviewed. Response rates were 98.9% for the full questionnaire and 99.5% for the short questionnaire. Potential bias in survey responses includes memory bias. Respondents of different ages had to report on information from up to 2 years in the past, which could have led to misremembrance of events.
District Health Information System 2 Bangladesh
This is the national health information system of Bangladesh. It is managed by the Management Information System office at the Director General of Health Services (DGHS), Ministry of Health & Family Welfare. It represents the entire population of Bangladesh and is made up of monthly reporting of all the health incidents from all the public health facilities under the DGHS. Data is collected from the health service point. Data are entered in an established software developed by the University of Oslo, Sweden. Though there is a well-established monitoring system, data validation is not conducted, and data entry is led by lower skilled frontline health care workers, elevating the potential for error. Public access to the DHIS2 is provided through registration with the Directorate General of Health Services by contacting [email protected].
Competing interests
The authors declare that they have no competing interests.
Funding
Not applicable
Authors' contributions
Formulation of research aims, data curation and analysis, writing and supervision were carried out by RA. QM led data curation, methodological development, and analysis. FS supported writing and editing. AW assisted with formal analysis, writing and editing.
Acknowledgements
Not applicable
Authors' information
Rondi Anderson is a midwife with a PhD in public health who is dedicated to strengthening quality, evidence-based maternal and newborn health services to the poorest women. She has worked in both clinical service delivery and reproductive health program management, serving marginalized communities in the U.S., Sierra Leone, Somalia, India, Rwanda, Bangladesh, and Syria. She worked as an international midwifery specialist with UNFPA Bangladesh from 2015–2022 and served as an emergency coordinator for sexual and reproductive health programs with UNFPA in Aleppo, Syria throughout 2023. She holds a PhD from Lancaster University and has published more than 15 articles in peer reviewed journals on midwifery related issues, she is a leading voice on the provision of quality sexual and reproductive health care in low resource health systems.