Data quality monitoring and performance metrics of a prospective, population-based observational study of maternal and newborn health in low resource settings
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Goudar, Shivaprasad S, et al. Data Quality Monitoring and Performance Metrics of a Prospective, Population-based Observational Study of Maternal and Newborn Health In Low Resource Settings. BioMed Central, 2015. https://doi.org/10.17615/vbsj-ed23APA
Goudar, S., Stolka, K., Koso Thomas, M., Honnungar, N., Mastiholi, S., Ramadurg, U., Dhaded, S., Pasha, O., Patel, A., Esamai, F., Chomba, E., Garces, A., Althabe, F., Carlo, W., Goldenberg, R., Hibberd, P., Liechty, E., Krebs, N., Hambidge, M., Moore, J., Wallace, D., Derman, R., Bhalachandra, K., & Bose, C. (2015). Data quality monitoring and performance metrics of a prospective, population-based observational study of maternal and newborn health in low resource settings. BioMed Central. https://doi.org/10.17615/vbsj-ed23Chicago
Goudar, Shivaprasad S, Kristen B Stolka, Marion Koso Thomas, Narayan V Honnungar, Shivanand C Mastiholi, Umesh Y Ramadurg, Sangappa M Dhaded et al. 2015. Data Quality Monitoring and Performance Metrics of a Prospective, Population-Based Observational Study of Maternal and Newborn Health In Low Resource Settings. BioMed Central. https://doi.org/10.17615/vbsj-ed23- Creator
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Goudar, Shivaprasad S
- Other Affiliation: Women’s and Children’s Health Research Unit, KLE University’s Jawaharlal Nehru Medical College, Belgaum, Karnataka, India
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Stolka, Kristen B
- Other Affiliation: RTI International, Durham, NC, USA
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Koso-Thomas, Marion
- Other Affiliation: Center for Research for Mothers and Children, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland, USA
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Honnungar, Narayan V
- Other Affiliation: Women’s and Children’s Health Research Unit, KLE University’s Jawaharlal Nehru Medical College, Belgaum, Karnataka, India
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Mastiholi, Shivanand C
- Other Affiliation: Women’s and Children’s Health Research Unit, KLE University’s Jawaharlal Nehru Medical College, Belgaum, Karnataka, India
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Ramadurg, Umesh Y
- Other Affiliation: S Nijalingappa Medical College, Belgaum, Karnataka, India
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Dhaded, Sangappa M
- Other Affiliation: Women’s and Children’s Health Research Unit, KLE University’s Jawaharlal Nehru Medical College, Belgaum, Karnataka, India
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Pasha, Omrana
- Other Affiliation: Department of Community Health Sciences, Aga Khan University, Pakistan
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Patel, Archana
- Other Affiliation: Indira Gandhi Government Medical College and Lata Medical Research Foundation, Nagpur, Maharashtra, India
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Esamai, Fabian
- Other Affiliation: University School of Medicine, Eldoret, Kenya
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Chomba, Elwyn
- Other Affiliation: University Teaching Hospital, University of Zambia, Lusaka, Zambia
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Garces, Ana
- Other Affiliation: Department of Pediatrics, School of Medicine, San Carlos University, Guatemala City, Guatemala
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Althabe, Fernando
- Other Affiliation: Institute for Clinical Effectiveness and Health Policy, Buenos Aires, Argentina
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Carlo, Waldemar A
- Other Affiliation: Department of Pediatrics, Division of Neonatology, University of Alabama at Birmingham, School of Medicine, Birmingham, AL, USA
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Goldenberg, Robert L
- Other Affiliation: Department of Obstetrics and Gynecology, Columbia University, New York, NY, USA
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Hibberd, Patricia L
- Other Affiliation: Massachusetts General Hospital for Children, Boston, MA, USA
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Liechty, Edward A
- Other Affiliation: Indiana University School of Medicine, Indianapolis, IA, USA
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Krebs, Nancy F
- Other Affiliation: University of Colorado School of Medicine, Denver, CO, USA
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Hambidge, Michael K
- Other Affiliation: University of Colorado School of Medicine, Denver, CO, USA
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Moore, Janet L
- Other Affiliation: RTI International, Durham, NC, USA
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Wallace, Dennis D
- Other Affiliation: RTI International, Durham, NC, USA
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Derman, Richard J
- Other Affiliation: Christiana Care Health Services, Newark, DE, USA
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Bhalachandra, Kodkany S
- Other Affiliation: Women’s and Children’s Health Research Unit, KLE University’s Jawaharlal Nehru Medical College, Belgaum, Karnataka, India
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Bose, Carl
- Affiliation: School of Medicine, Department of Pediatrics
- Abstract
- Background To describe quantitative data quality monitoring and performance metrics adopted by the Global Network’s (GN) Maternal Newborn Health Registry (MNHR), a maternal and perinatal population-based registry (MPPBR) based in low and middle income countries (LMICs). Methods Ongoing prospective, population-based data on all pregnancy outcomes within defined geographical locations participating in the GN have been collected since 2008. Data quality metrics were defined and are implemented at the cluster, site and the central level to ensure data quality. Quantitative performance metrics are described for data collected between 2010 and 2013. Results Delivery outcome rates over 95% illustrate that all sites are successful in following patients from pregnancy through delivery. Examples of specific performance metric reports illustrate how both the metrics and reporting process are used to identify cluster-level and site-level quality issues and illustrate how those metrics track over time. Other summary reports (e.g. the increasing proportion of measured birth weight compared to estimated and missing birth weight) illustrate how a site has improved quality over time. Conclusion High quality MPPBRs such as the MNHR provide key information on pregnancy outcomes to local and international health officials where civil registration systems are lacking. The MNHR has measures in place to monitor data collection procedures and improve the quality of data collected. Sites have increasingly achieved acceptable values of performance metrics over time, indicating improvements in data quality, but the quality control program must continue to evolve to optimize the use of the MNHR to assess the impact of community interventions in research protocols in pregnancy and perinatal health. Trial registration number NCT01073475
- Date of publication
- June 8, 2015
- DOI
- Identifier
- Resource type
- Article
- Rights statement
- In Copyright
- Rights holder
- Goudar et al; licensee BioMed Central Ltd.
- Journal title
- Reproductive Health
- Journal volume
- 12
- Journal issue
- Suppl 2
- Page start
- S2
- Language
- English
- Bibliographic citation
- Reproductive Health. 2015 Jun 08;12(Suppl 2):S2
- Publisher
- BioMed Central
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