메뉴 건너뛰기




Volumn 11, Issue 5, 2014, Pages 5170-5207

A review of data quality assessment methods for public health information systems

Author keywords

Assessment; Data collection process; Data quality; Data use; Evaluation; Information quality; Information systems; Population health; Public health

Indexed keywords

ASSESSMENT METHOD; DATA QUALITY; INFORMATION SYSTEM; PUBLIC HEALTH;

EID: 84900790703     PISSN: 16617827     EISSN: 16604601     Source Type: Journal    
DOI: 10.3390/ijerph110505170     Document Type: Review
Times cited : (199)

References (76)
  • 1
    • 0002667983 scopus 로고
    • The untilled fields of public health
    • Winslow, C.E. The untilled fields of public health. Science 1920, 51, 23-33.
    • (1920) Science , vol.51 , pp. 23-33
    • Winslow, C.E.1
  • 2
    • 55349106216 scopus 로고    scopus 로고
    • Health information and public health
    • Walker, R. Health information and public health. Health Inf. Manag. J. 2008, 37, 4-5.
    • (2008) Health Inf. Manag. J. , vol.37 , pp. 4-5
    • Walker, R.1
  • 3
    • 0003561541 scopus 로고
    • Institute of Medicine. National Academies Press: Washington, DC, USA
    • Institute of Medicine. The Future of Public Health; National Academies Press: Washington, DC, USA, 1988.
    • (1988) The Future of Public Health
  • 6
    • 84900798846 scopus 로고    scopus 로고
    • Australian Institute of Health and Welfare (AIHW); National Public Health Information Working Group. AIHW: Canberra, Australia
    • Australian Institute of Health and Welfare (AIHW); National Public Health Information Working Group. National Public Health Information Plan 2005; AIHW: Canberra, Australia, 2005.
    • (2005) National Public Health Information Plan 2005
  • 9
    • 84900834159 scopus 로고    scopus 로고
    • World Health Organization. Available online: (accessed on 30 August 2013)
    • World Health Organization. An introduction to the World Health Organization. Available online: http://www.who.int/about/brochure_en.pdf (accessed on 30 August 2013).
    • An introduction to the World Health Organization.
  • 10
    • 84944678563 scopus 로고    scopus 로고
    • European Commission. Available online: (accessed on 30 August 2013)
    • European Commission. European Core Health Indicators. Available online: http://ec.europa.eu/ health/indicators/echi/index_en.htm (accessed on 30 August 2013).
    • European Core Health Indicators.
  • 11
    • 84861066696 scopus 로고    scopus 로고
    • U.S. Department of Health and Human Services. Available online: (accessed on 30 August 2013)
    • U.S. Department of Health and Human Services. HealthyPeople. gov. Available online: http://www.healthypeople.gov/2020/about/default.aspx (accessed on 30 August 2013).
    • HealthyPeople. gov.
  • 12
    • 59449108168 scopus 로고    scopus 로고
    • Preventative Health Taskforce. Available online: (accessed on 30 August 2013)
    • Preventative Health Taskforce. Australia: The Healthiest Country by 2020. Available online: http://www.preventativehealth.org.au/internet/preventativehealth/publishing.nsf/Content/nphsoverview-toc (accessed on 30 August 2013).
    • Australia: The Healthiest Country by 2020.
  • 13
    • 84900804204 scopus 로고    scopus 로고
    • National Health and Family Planning Commission of the People's Republic of China. Available online: (accessed on 30 August 2013)
    • National Health and Family Planning Commission of the People's Republic of China. Healthy China 2020. Available online: http://www.moh.gov.cn/wsb/pzcjd/201208/55651.shtml (accessed on 30 August 2013).
    • Healthy China 2020.
  • 15
    • 84878147272 scopus 로고    scopus 로고
    • Updated guidelines for evaluating surveillance systems: Recommendations from the guidelines working group
    • CDC
    • CDC. Updated guidelines for evaluating surveillance systems: Recommendations from the guidelines working group. Morb. Mortal. Wkly. Rep. 2001, 50, 1-35.
    • (2001) Morb. Mortal. Wkly. Rep. , vol.50 , pp. 1-35
  • 17
    • 0028085417 scopus 로고
    • Future directions for comprehensive public health surveillance and health information systems in the United States
    • Thacker, S.B.; Stroup, D.F. Future directions for comprehensive public health surveillance and health information systems in the United States. Am. J. Epidemiol. 1994, 140, 383-397.
    • (1994) Am. J. Epidemiol. , vol.140 , pp. 383-397
    • Thacker, S.B.1    Stroup, D.F.2
  • 21
    • 84900798056 scopus 로고    scopus 로고
    • Morbidity Data
    • In O'Carroll, P.W., Yasnoff, W.A., Ward, M.E., Ripp, L.H., Martin, E.L., Eds.; Springer Science+Business Media Inc.: New York, NY, USA
    • Demlo, L.K.; Gentleman, J.F. Morbidity Data. In Public Health Informatics and Information Systems; O'Carroll, P.W., Yasnoff, W.A., Ward, M.E., Ripp, L.H., Martin, E.L., Eds.; Springer Science+Business Media Inc.: New York, NY, USA, 2003; pp. 286-315.
    • (2003) Public Health Informatics and Information Systems , pp. 286-315
    • Demlo, L.K.1    Gentleman, J.F.2
  • 22
    • 84862574283 scopus 로고    scopus 로고
    • Monitoring data quality in syndromic surveillance: Learnings from a resource limited setting
    • Venkatarao, E.; Patil, R.R.; Prasad, D.; Anasuya, A.; Samuel, R. Monitoring data quality in syndromic surveillance: Learnings from a resource limited setting. J. Glob. Infect. Dis. 2012, 4, 120-127.
    • (2012) J. Glob. Infect. Dis. , vol.4 , pp. 120-127
    • Venkatarao, E.1    Patil, R.R.2    Prasad, D.3    Anasuya, A.4    Samuel, R.5
  • 23
    • 63349106872 scopus 로고    scopus 로고
    • The risk and consequences of clinical miscoding due to inadequate medical documentation: A case study of the impact on health services funding
    • Cheng, P.; Gilchrist, A.; Robinson, K.M.; Paul, L. The risk and consequences of clinical miscoding due to inadequate medical documentation: A case study of the impact on health services funding. Health Inf. Manag. J. 2009, 38, 35-46.
    • (2009) Health Inf. Manag. J. , vol.38 , pp. 35-46
    • Cheng, P.1    Gilchrist, A.2    Robinson, K.M.3    Paul, L.4
  • 24
    • 75749108892 scopus 로고    scopus 로고
    • Meeting the demand for results and accountability: A call for action on health data from eight global health agencies
    • doi:10.1371/journal.pmed.1000223
    • Chan, M.; Kazatchkine, M.; Lob-Levyt, J.; Obaid, T.; Schweizer, J.; Sidibe, M.; Veneman, A.; Yamada, T. Meeting the demand for results and accountability: a call for action on health data from eight global health agencies. PLoS Med. 2010, 7, doi:10.1371/journal.pmed.1000223.
    • (2010) PLoS Med. , vol.7
    • Chan, M.1    Kazatchkine, M.2    Lob-Levyt, J.3    Obaid, T.4    Schweizer, J.5    Sidibe, M.6    Veneman, A.7    Yamada, T.8
  • 25
    • 84894317496 scopus 로고    scopus 로고
    • Do we have the reliable data? An exploration of data quality for AIDS information system in China
    • Chen, H.; Yu, P.; Wang, N. Do we have the reliable data? An exploration of data quality for AIDS information system in China. Stud. Health Technol. Inform. 2012, 192, 1042-1042.
    • (2012) Stud. Health Technol. Inform. , vol.192 , pp. 1042
    • Chen, H.1    Yu, P.2    Wang, N.3
  • 26
    • 39049171836 scopus 로고    scopus 로고
    • Use of comparative data for integrated cancer services
    • Wilkinson, D.L.; McCarthy, M. Use of comparative data for integrated cancer services. BMC Health Serv. Res. 2007, 7, 204.
    • (2007) BMC Health Serv. Res. , vol.7 , pp. 204
    • Wilkinson, D.L.1    McCarthy, M.2
  • 27
    • 84857554405 scopus 로고    scopus 로고
    • Health management information system utilization in Pakistan: Challenges, pitfalls and the way forward
    • Qazi, M.S.; Ali, M. Health management information system utilization in Pakistan: Challenges, pitfalls and the way forward. BioSci. Trends 2011, 5, 245-254.
    • (2011) BioSci. Trends , vol.5 , pp. 245-254
    • Qazi, M.S.1    Ali, M.2
  • 29
    • 84871033331 scopus 로고    scopus 로고
    • From new estimates to better data
    • Chan, M. From new estimates to better data. Lancet 2012, 380, 2054.
    • (2012) Lancet , vol.380 , pp. 2054
    • Chan, M.1
  • 30
    • 79961138719 scopus 로고    scopus 로고
    • Canadian Institute for Health Information. CIHI: Ottawa, ON, Canada
    • Canadian Institute for Health Information. The CIHI Data Quality Framework; CIHI: Ottawa, ON, Canada, 2009.
    • (2009) The CIHI Data Quality Framework
  • 31
    • 0012967863 scopus 로고    scopus 로고
    • Institute of Medicine. The National Academies Press: Washington, DC, USA
    • Institute of Medicine. The Future of the Public's Health in the 21st Century; The National Academies Press: Washington, DC, USA,2003.
    • (2003) The Future of the Public's Health in the 21st Century
  • 32
    • 2442701417 scopus 로고    scopus 로고
    • The case for integrating public health informatics networks
    • Snee, N.L.; McCormick, K.A. The case for integrating public health informatics networks. IEEE Eng. Med. Biol. Mag. 2004, 23, 81-88.
    • (2004) IEEE Eng. Med. Biol. Mag. , vol.23 , pp. 81-88
    • Snee, N.L.1    McCormick, K.A.2
  • 33
    • 0002918344 scopus 로고    scopus 로고
    • Beyond accuracy: What data quality means to data consumers
    • Wang, R.Y.; Strong, D.M. Beyond accuracy: What data quality means to data consumers. J. Manag. Inf. Syst. 1996, 12, 5-33.
    • (1996) J. Manag. Inf. Syst. , vol.12 , pp. 5-33
    • Wang, R.Y.1    Strong, D.M.2
  • 34
    • 84900812204 scopus 로고    scopus 로고
    • MEASURE Evaluation. Available online: (accessed on 30 August 2013)
    • MEASURE Evaluation. Data Quality Audit Tool Guidelines for Implementation. Available online: http://www.theglobalfund.org/en/me/documents/dataquality/ (accessed on 30 August 2013).
    • Data Quality Audit Tool Guidelines for Implementation.
  • 35
    • 33644543068 scopus 로고    scopus 로고
    • Data quality: A statistical perspective
    • Karr, A.F.; Sanil, A.P.; Banks, D.L. Data quality: A statistical perspective. Stat. Methodol. 2006, 3, 137-173.
    • (2006) Stat. Methodol. , vol.3 , pp. 137-173
    • Karr, A.F.1    Sanil, A.P.2    Banks, D.L.3
  • 36
    • 85086512680 scopus 로고    scopus 로고
    • Measuring Data Accuracy A Framework and Review
    • In Wang, R.Y., Pierce, E.M., Madnick, S.E., Eds.; M.E. Sharpe, Inc.: Armonk, NY, USA
    • Redman, T.C. Measuring Data Accuracy A Framework and Review. In Information Quality; Wang, R.Y., Pierce, E.M., Madnick, S.E., Eds.; M.E. Sharpe, Inc.: Armonk, NY, USA, 2005; pp. 21-36.
    • (2005) Information Quality , pp. 21-36
    • Redman, T.C.1
  • 38
    • 85086507202 scopus 로고    scopus 로고
    • Developing Measurement Scales for Data-quality Dimensions
    • In Wang, R.Y., Pierce, E.M., Madnick, S.E., Eds.; M.E. Sharpe, Inc.: Armonk, NY, USA
    • Pipino, L.; Wang, R.Y.; Kopcso, D.; Rybolt, W. Developing Measurement Scales for Data-quality Dimensions. In Information Quality; Wang, R.Y., Pierce, E.M., Madnick, S.E., Eds.; M.E. Sharpe, Inc.: Armonk, NY, USA, 2005; pp. 37-51.
    • (2005) Information Quality , pp. 37-51
    • Pipino, L.1    Wang, R.Y.2    Kopcso, D.3    Rybolt, W.4
  • 41
    • 65349165787 scopus 로고    scopus 로고
    • PRISM framework: A paradigm shift for designing, strengthening and evaluating routine health information systems
    • Aqil, A.; Lippeveld, T.; Hozumi, D. PRISM framework: A paradigm shift for designing, strengthening and evaluating routine health information systems. Health Policy Plan. 2009, 24, 217-228.
    • (2009) Health Policy Plan. , vol.24 , pp. 217-228
    • Aqil, A.1    Lippeveld, T.2    Hozumi, D.3
  • 42
    • 32744458676 scopus 로고    scopus 로고
    • World Health Organization. World Health Organization: Geneva, Switzerland
    • World Health Organization. The Immunization Data Quality Audit (DQA) Procedure; World Health Organization: Geneva, Switzerland, 2003.
    • (2003) The Immunization Data Quality Audit (DQA) Procedure
  • 43
    • 67650834639 scopus 로고    scopus 로고
    • World Health Organization. World Health Organization: Geneva, Switzerland
    • World Health Organization. The Immunization Data Quality Self-assessment (DQS) Tool; World Health Organization: Geneva, Switzerland, 2005.
    • (2005) The Immunization Data Quality Self-assessment (DQS) Tool
  • 44
    • 84900827201 scopus 로고    scopus 로고
    • World Health Organization. Available online: (accessed on 30 August 2013)
    • World Health Organization. Guide to the Health Facility Data Quality Report Card. Available online: http://www.who.int.ezproxy.uow.edu.au/healthinfo/topics_standards_tools_data_quality_ analysis/en/ (accessed on 30 August 2013).
    • Guide to the Health Facility Data Quality Report Card.
  • 46
    • 56349127385 scopus 로고    scopus 로고
    • Record-linkage and capture-recapture analysis to estimate the incidence and completeness of reporting of tuberculosis in England 1999-2002
    • Van Hest, N.A.H.; Story, A.; Grant, A.D.; Antoine, D.; Crofts, J.P.; Watson, J.M. Record-linkage and capture-recapture analysis to estimate the incidence and completeness of reporting of tuberculosis in England 1999-2002. Epidemiol. Infect. 2008, 136, 1606-1616.
    • (2008) Epidemiol. Infect. , vol.136 , pp. 1606-1616
    • Van Hest, N.A.H.1    Story, A.2    Grant, A.D.3    Antoine, D.4    Crofts, J.P.5    Watson, J.M.6
  • 47
    • 58449124065 scopus 로고    scopus 로고
    • Mortality ascertainment of women veterans: A comparison of sources of vital status information, 1979-2002
    • Savas, L.; del Junco, D.; Bastian, L.; Vernon, S. Mortality ascertainment of women veterans: A comparison of sources of vital status information, 1979-2002. Med. Care 2009, 47, 125-128.
    • (2009) Med. Care , vol.47 , pp. 125-128
    • Savas, L.1    del Junco, D.2    Bastian, L.3    Vernon, S.4
  • 48
    • 65749087047 scopus 로고    scopus 로고
    • Challenges for routine health system data management in a large public programme to prevent mother-to-child HIV transmission in South Africa
    • Mate, K.S.; Bennett, B.; Mphatswe, W.; Barker, P.; Rollins, N. Challenges for routine health system data management in a large public programme to prevent mother-to-child HIV transmission in South Africa. PLoS One 2009, 4, e5483.
    • (2009) PLoS One , vol.4
    • Mate, K.S.1    Bennett, B.2    Mphatswe, W.3    Barker, P.4    Rollins, N.5
  • 50
    • 84886245650 scopus 로고    scopus 로고
    • Where is information quality lost at clinical level? A mixed-method study on information systems and data quality in three urban Kenyan ANC clinics
    • Hahn, D.; Wanjala, P.; Marx, M. Where is information quality lost at clinical level? A mixed-method study on information systems and data quality in three urban Kenyan ANC clinics. Glob. Health Action 2013, 6, 1-10.
    • (2013) Glob. Health Action , vol.6 , pp. 1-10
    • Hahn, D.1    Wanjala, P.2    Marx, M.3
  • 51
    • 66749097741 scopus 로고    scopus 로고
    • The importance of accurate road data for spatial applications in public health: Customizing a road network
    • doi:10.1186/1476-072X-8-24
    • Frizzelle, B.G.; Evenson, K.R.; Rodriguez, D.A.; Laraia, B.A. The importance of accurate road data for spatial applications in public health: Customizing a road network. Int. J. Health Geogr. 2009, 8, doi:10.1186/1476-072X-8-24.
    • (2009) Int. J. Health Geogr. , vol.8
    • Frizzelle, B.G.1    Evenson, K.R.2    Rodriguez, D.A.3    Laraia, B.A.4
  • 52
    • 84867801519 scopus 로고    scopus 로고
    • Geocoding coronial data: Tools and techniques to improve data quality
    • Freestone, D.; Williamson, D.; Wollersheim, D. Geocoding coronial data: Tools and techniques to improve data quality. Health Inf. Manag. J. 2012, 41, 4-12.
    • (2012) Health Inf. Manag. J. , vol.41 , pp. 4-12
    • Freestone, D.1    Williamson, D.2    Wollersheim, D.3
  • 53
    • 38849202544 scopus 로고    scopus 로고
    • Using hospital discharge data for determining neonatal morbidity and mortality: A validation study
    • doi:10.1186/1472-6963-7-188
    • Ford, J.; Roberts, C.; Algert, C.; Bowen, J.; Bajuk, B.; Henderson-Smart, D. Using hospital discharge data for determining neonatal morbidity and mortality: A validation study. BMC Health Serv. Res. 2007, 20, doi:10.1186/1472-6963-7-188.
    • (2007) BMC Health Serv. Res. , vol.20
    • Ford, J.1    Roberts, C.2    Algert, C.3    Bowen, J.4    Bajuk, B.5    Henderson-Smart, D.6
  • 54
    • 84874195458 scopus 로고    scopus 로고
    • Electronic laboratory data quality and the value of a health information exchange to support public health reporting processes
    • Dixon, B.E.; McGowan, J.J.; Grannis, S.J. Electronic laboratory data quality and the value of a health information exchange to support public health reporting processes. AMIA Annu. Symp. Proc. 2011, 2011, 322-330.
    • (2011) AMIA Annu. Symp. Proc. , pp. 322-330
    • Dixon, B.E.1    McGowan, J.J.2    Grannis, S.J.3
  • 56
    • 84879113089 scopus 로고    scopus 로고
    • The florida investigation of primary late preterm and cesarean delivery: The accuracy of the birth certificate and hospital discharge records
    • Clayton, H.B.; Sappenfield, W.M.; Gulitz, E.; Mahan, C.S.; Petersen, D.J.; Stanley, K.M.; Salihu, H.M. The florida investigation of primary late preterm and cesarean delivery: The accuracy of the birth certificate and hospital discharge records. Matern. Child Health J. 2013, 17, 869-878.
    • (2013) Matern. Child Health J. , vol.17 , pp. 869-878
    • Clayton, H.B.1    Sappenfield, W.M.2    Gulitz, E.3    Mahan, C.S.4    Petersen, D.J.5    Stanley, K.M.6    Salihu, H.M.7
  • 57
    • 84861455123 scopus 로고    scopus 로고
    • Quantitative and qualitative verification of data quality in the childbirth registers of two rural district hospitals in Western Kenya
    • Chiba, Y.; Oguttu, M.A.; Nakayama, T. Quantitative and qualitative verification of data quality in the childbirth registers of two rural district hospitals in Western Kenya. Midwifery 2012, 28, 329-339.
    • (2012) Midwifery , vol.28 , pp. 329-339
    • Chiba, Y.1    Oguttu, M.A.2    Nakayama, T.3
  • 58
    • 58449111840 scopus 로고    scopus 로고
    • Accuracy and quality of immunization information systems in forty-one low income countries
    • Bosch-Capblanch, X.; Ronveaux, O.; Doyle, V.; Remedios, V.; Bchir, A. Accuracy and quality of immunization information systems in forty-one low income countries. Trop. Med. Int. Health 2009, 14, 2-10.
    • (2009) Trop. Med. Int. Health , vol.14 , pp. 2-10
    • Bosch-Capblanch, X.1    Ronveaux, O.2    Doyle, V.3    Remedios, V.4    Bchir, A.5
  • 60
    • 22344456647 scopus 로고    scopus 로고
    • The immunization data quality audit: Verifying the quality and consistency of immunization monitoring systems
    • Ronveaux, O.; Rickert, D.; Hadler, S.; Groom, H.; Lloyd, J.; Bchir, A.; Birmingham, M. The immunization data quality audit: Verifying the quality and consistency of immunization monitoring systems. Bull. World Health Organ. 2005, 83, 503-510.
    • (2005) Bull. World Health Organ. , vol.83 , pp. 503-510
    • Ronveaux, O.1    Rickert, D.2    Hadler, S.3    Groom, H.4    Lloyd, J.5    Bchir, A.6    Birmingham, M.7
  • 61
    • 84922686655 scopus 로고    scopus 로고
    • Evaluation of the national tuberculosis surveillance system in Afghanistan
    • Saeed, K.M.I.; Bano, R.; Asghar, R.J. Evaluation of the national tuberculosis surveillance system in Afghanistan. East. Mediterr. Health J. 2013, 19, 200-207.
    • (2013) East. Mediterr. Health J. , vol.19 , pp. 200-207
    • Saeed, K.M.I.1    Bano, R.2    Asghar, R.J.3
  • 62
    • 79957567664 scopus 로고    scopus 로고
    • Evaluating the success of an emergency response medical information system
    • Petter, S.; Fruhling, A. Evaluating the success of an emergency response medical information system. Int. J. Med. Inform. 2011, 80, 480-489.
    • (2011) Int. J. Med. Inform. , vol.80 , pp. 480-489
    • Petter, S.1    Fruhling, A.2
  • 64
    • 37249018047 scopus 로고    scopus 로고
    • Public health potential of a disability tracking system: Analysis of U.S. navy and marine corps physical evaluation boards 2005-2006
    • Litow, F.; Krahl, P. Public health potential of a disability tracking system: Analysis of U.S. navy and marine corps physical evaluation boards 2005-2006. Mil. Med. 2007, 172, 1270-1274.
    • (2007) Mil. Med. , vol.172 , pp. 1270-1274
    • Litow, F.1    Krahl, P.2
  • 65
    • 84899536197 scopus 로고    scopus 로고
    • Is the HIV sentinel surveillance system adequate in China? Findings from an evaluation of the national HIV sentinel surveillance system
    • Lin, W.; Chen, S.; Seguy, N.; Chen, Z.; Sabin, K.; Callejaf, J.G.; Bulterysa, M. Is the HIV sentinel surveillance system adequate in China? Findings from an evaluation of the national HIV sentinel surveillance system. West. Pac. Surveill. Response J. 2012, 3, 78-85.
    • (2012) West. Pac. Surveill. Response J. , vol.3 , pp. 78-85
    • Lin, W.1    Chen, S.2    Seguy, N.3    Chen, Z.4    Sabin, K.5    Callejaf, J.G.6    Bulterysa, M.7
  • 67
    • 57149111224 scopus 로고    scopus 로고
    • Electronic medical record systems, data quality and loss to follow-up: Survey of antiretroviral therapy programmes in resource-limited settings
    • Forster, M.; Bailey, C.; Brinkhof, M.W.G.; Graber, C.; Boulle, A.; Spohr, M.; Balestre, E.; May, M.; Keiser, O.; Jahnf, A.; et al. Electronic medical record systems, data quality and loss to follow-up: Survey of antiretroviral therapy programmes in resource-limited settings. Bull. World Health Organ. 2008, 86, 939-947.
    • (2008) Bull. World Health Organ. , vol.86 , pp. 939-947
    • Forster, M.1    Bailey, C.2    Brinkhof, M.W.G.3    Graber, C.4    Boulle, A.5    Spohr, M.6    Balestre, E.7    May, M.8    Keiser, O.9    Jahnf, A.10
  • 68
    • 81255199269 scopus 로고    scopus 로고
    • Evaluation of sentinel surveillance system for monitoring hand, foot and mouth disease in Hong Kong
    • Edmond, M.; Wong, C.; Chuang, S.K. Evaluation of sentinel surveillance system for monitoring hand, foot and mouth disease in Hong Kong. Public Health 2011, 125, 777-783.
    • (2011) Public Health , vol.125 , pp. 777-783
    • Edmond, M.1    Wong, C.2    Chuang, S.K.3
  • 70
    • 84863847085 scopus 로고    scopus 로고
    • Data do count! Collection and use of maternal mortality data in Peru, 1990-2005, and improvements since 2005
    • Iguiniz-Romero, R.; Palomino, N. Data do count! Collection and use of maternal mortality data in Peru, 1990-2005, and improvements since 2005. Reproduct. Health Matters 2012, 20, 174-184.
    • (2012) Reproduct. Health Matters , vol.20 , pp. 174-184
    • Iguiniz-Romero, R.1    Palomino, N.2
  • 72
    • 84855340587 scopus 로고    scopus 로고
    • Exploring the feasibility of integrating barcode scanning technology into vaccine inventory recording in seasonal influenza vaccination clinics
    • Pereira, J.A.; Quach, S.; Hamid, J.S.; Heidebrecht, C.L.; Quan, S.D.; Nassif, J.; Diniz, A.J.; van Exan, R.; Malawski, J.; Gentry, A.; et al. Exploring the feasibility of integrating barcode scanning technology into vaccine inventory recording in seasonal influenza vaccination clinics. Vaccine 2012, 30, 794-802.
    • (2012) Vaccine , vol.30 , pp. 794-802
    • Pereira, J.A.1    Quach, S.2    Hamid, J.S.3    Heidebrecht, C.L.4    Quan, S.D.5    Nassif, J.6    Diniz, A.J.7    van Exan, R.8    Malawski, J.9    Gentry, A.10
  • 73
    • 84880780736 scopus 로고    scopus 로고
    • Timeliness and data element completeness of immunization data in Washington State in 2010: A comparison of data exchange methods
    • Hills, R.A.; Revere, D.; Altamore, R.; Abernethy, N.F.; Lober, W.B. Timeliness and data element completeness of immunization data in Washington State in 2010: A comparison of data exchange methods. AMIA Annu. Symp. Proc. 2012, 2012, 340-349.
    • (2012) AMIA Annu. Symp. Proc. , pp. 340-349
    • Hills, R.A.1    Revere, D.2    Altamore, R.3    Abernethy, N.F.4    Lober, W.B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.