Microcosting Quantity Data Collection Methods
Open accessAbstract
BACKGROUND: Microcosting studies collect detailed data on resources used and the value of those resources. Such studies are useful for estimating the cost of new technologies or new community-based interventions, for producing estimates in studies that include nonmarket goods, and for studying within-procedure cost variation. OBJECTIVES: The objectives of this article were to (1) describe basic microcosting methods focusing on quantity data collection; and (2) suggest a research agenda to improve methods in and the interpretation of microcosting. RESEARCH DESIGN: Examples in the published literature were used to illustrate steps in the methods of gathering data (primarily quantity data) for a microcosting study. RESULTS: Quantity data collection methods that were illustrated in the literature include the use of (1) administrative databases at single facilities, (2) insurer administrative data, (3) forms applied across multiple settings, (4) an expert panel, (5) surveys or interviews of one or more types of providers; (6) review of patient charts, (7) direct observation, (8) personal digital assistants, (9) program operation logs, and (10) diary data. CONCLUSIONS: Future microcosting studies are likely to improve if research is done to compare the validity and cost of different data collection methods; if a critical review is conducted of studies done to date; and if the combination of the results of the first 2 steps described are used to develop guidelines that address common limitations, critical judgment points, and decisions that can reduce limitations and improve the quality of studies.
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Cites
Methods for the Economic Evaluation of Health Care Programmes
Drummond, M. E., Sculpher, M. J., Torrance, G. W., O’Brien, B. J., & Stoddart, G. L. (2005) · doi:10.1093/oso/9780198529446.001.0001 · Cited by 13,648 · see citing works
Cost-Effectiveness in Health and Medicine
(1996) · doi:10.1093/oso/9780195108248.001.0001 · Cited by 7,193 · see citing works
Methods for the economic evaluation of health care programmes, 3rd ed
Adamiak, G. T. (2006) · PubMed Central · Cited by 953 · see citing works
Breastfeeding Duration, Costs, and Benefits of a Support Program for Low‐Income Breastfeeding Women
Pugh, L. C., Milligan, R. A., Frick, K. D., Spatz, D. L., & Bronner, Y. (2002) · Birth · doi:10.1046/j.1523-536x.2002.00169.x · Cited by 182 · see citing works
Self-citationStone, P. W., Gupta, A. A., Loughrey, M., Della‐Latta, P., Cimiotti, J. P., Larson, E., Rubenstein, D., & Saiman, L. M. (2003) · Infection Control and Hospital Epidemiology · doi:10.1086/502253 · Cited by 108 · see citing works
Ruof, J., Hülsemann, J. L., Mittendorf, T., et al. (2003) · Annals of the Rheumatic Diseases · doi:10.1136/ard.62.6.544 · Cited by 95 · see citing works
Graves, N., Walker, D. G., Raine, R., et al. (2002) · Health Economics · doi:10.1002/hec.683 · Cited by 75 · see citing works
A detailed cost analysis of in vitro fertilization and intracytoplasmic sperm injection treatment
Bouwmans, C. A. M., Lintsen, B. M. E., Eijkemans, M. J. C., Habbema, J. D. F., Braat, D. D. M., & Roijen, L. H. (2007) · Fertility and Sterility · doi:10.1016/j.fertnstert.2007.03.003 · Cited by 68 · see citing works
A prospective cost analysis of laparoscopic cholecystectomy
Traverso, L. W., & Hargrave, K. (1995) · The American Journal of Surgery · doi:10.1016/s0002-9610(99)80205-0 · Cited by 58 · see citing works
Direct Measurement of Health Care Costs
Smith, M. W., & Barnett, P. G. (2003) · Medical Care Research and Review · doi:10.1177/1077558703257001 · Cited by 55 · see citing works
A Cost Analysis of Colonoscopy using Microcosting and Time-and-motion Techniques
Henry, S. G., Ness, R. M., Stiles, R. A., et al. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0281-6 · Cited by 52 · see citing works
A prospective cost analysis of pancreatoduodenectomy
Holbrook, R. F., Margrave, K., & Traverse, L. W. (1996) · The American Journal of Surgery · doi:10.1016/s0002-9610(96)00016-5 · Cited by 50 · see citing works
Neyt, M., Albrecht, J., & Cocquyt, V. F. J. (2005) · Annals of Oncology · doi:10.1093/annonc/mdj101 · Cited by 50 · see citing works
Health-service costs of pediatric cochlear implantation: multi-center analysis
Barton, G., Bloor, K. E., Marshall, D. H., et al. (2003) · International Journal of Pediatric Otorhinolaryngology · doi:10.1016/s0165-5876(02)00355-5 · Cited by 44 · see citing works
A micro-costing approach to estimating hospital costs for appendectomy in a Cross-European context
Schreyögg, J. (2008) · Health Economics · doi:10.1002/hec.1323 · Cited by 39 · see citing works
Costs and prices of single dental fillings in Europe: a micro-costing study
Tan, S. S., Redekop, K., & Rutten, F. (2008) · Health Economics · doi:10.1002/hec.1326 · Cited by 21 · see citing works
Arling, G. W., Kane, R. L., Mueller, C., et al. (2006) · Health Services Research · doi:10.1111/j.1475-6773.2006.00627.x · Cited by 21 · see citing works
Robinson, S. M., Roberts, T. E., Barton, P. M., et al. (2007) · Sexually Transmitted Infections · doi:10.1136/sti.2006.023374 · Cited by 21 · see citing works
A micro costing of NHS cancer genetic services
Griffith, G. L., Edwards, R. T., Gray, J., Butler, R., Wilkinson, C., Turner, J., France, B., & Bennett, P. D. (2004) · British Journal of Cancer · doi:10.1038/sj.bjc.6602270 · Cited by 21 · see citing works
Greenberg, D., Rosen, A. B., Olchanski, N., et al. (2004) · BMJ · doi:10.1136/bmj.38079.502326.ae · Cited by 21 · see citing works
Use of Time Studies for Determining Intervention Costs
Findorff, M. J., Wyman, J. F., Croghan, C. F., et al. (2005) · Nursing Research · doi:10.1097/00006199-200507000-00011 · Cited by 18 · see citing works
Oostenbrink, J. B., Mölken, M. R., & Opdenoordt, T. S. (1999) · Documenta Ophthalmologica · doi:10.1023/a:1002453604171 · Cited by 16 · see citing works
The Reliability of Data Collection Periods of Personal Costs Associated with Vision Impairment
Lamoureux, E. L., Chou, S., Larizza, M. F., & Keeffe, J. E. (2006) · Ophthalmic Epidemiology · doi:10.1080/09286580500536781 · Cited by 16 · see citing works
Measurement of indirect costs for people with vision impairment
Chou, S., Misajon, R., Gallo, J., et al. (2003) · Clinical and Experimental Ophthalmology · doi:10.1046/j.1442-9071.2003.00667.x · Cited by 13 · see citing works
Methods for Measuring Personal Costs Associated With Vision Impairment
Chou, S., Lamoureux, E. L., & Keeffe, J. E. (2006) · Ophthalmic Epidemiology · doi:10.1080/09286580600966623 · Cited by 13 · see citing works
The Economics of Treatment for Infants with Respiratory Distress Syndrome
Neil, N., Sullivan, S. D., & Lessler, D. S. (1998) · Medical Decision Making · doi:10.1177/0272989x9801800111 · Cited by 10 · see citing works
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A pragmatic method for costing implementation strategies using time-driven activity-based costing
Cidav, Z., Mandell, D., Pyne, J., Beidas, R., Curran, G., & Marcus, S. (2020) · Implementation Science · doi:10.1186/s13012-020-00993-1 · Cited by 174 · see citing works
AI Fairness in Data Management and Analytics: A Review on Challenges, Methodologies and Applications
Chen, P., Wu, L., & Wang, L. (2023) · Applied Sciences · doi:10.3390/app131810258 · Cited by 155 · see citing works
Estimating Costs of an Implementation Intervention
Wagner, T. H., Yoon, J., Jacobs, J. C., So, A., Kilbourne, A. M., Yu, W., & Goodrich, D. E. (2020) · Medical Decision Making · doi:10.1177/0272989x20960455 · Cited by 59 · see citing works
Kampshoff, C. S., van Dongen, J. M., van Mechelen, W., Schep, G., Vreugdenhil, A., Twisk, J. W. R., Bosmans, J. E., Brug, J., Chinapaw, M. J. M., & Buffart, L. M. (2018) · Journal of Cancer Survivorship · doi:10.1007/s11764-018-0681-0 · Cited by 62 · see citing works
van Dongen, J. M., van Berkel, J., Boot, C. R. L., Bosmans, J. E., Proper, K. I., Bongers, P. M., van der Beek, A. J., van Tulder, M. W., & van Wier, M. F. (2016) · Journal of Occupational & Environmental Medicine · doi:10.1097/jom.0000000000000736 · Cited by 36 · see citing works
Jones Rhodes, W. C., Ritzwoller, D. P., & Glasgow, R. E. (2018) · Translational Behavioral Medicine · doi:10.1093/tbm/ibx003 · Cited by 31 · see citing works
Kazi, D. S., Abdullah, A. R., Arnold, S. V., Basu, A., Bellows, B. K., Breathett, K., Chew, D. S., Cohen, D. J., DeJong, C., Heidenreich, P. A., et al. (2026) · JACC · doi:10.1016/j.jacc.2025.05.009 · Cited by 14 · see citing works
The implementation cost of a safety‐net hospital program addressing social needs in Atlanta
MacLeod, K. E., Chapel, J. M., McCurdy, M., Minaya‐Junca, J., Wirth, D., Onwuanyi, A., & Lane, R. I. (2021) · Health Services Research · doi:10.1111/1475-6773.13629 · Cited by 12 · see citing works
- Authors
- Frick, K. D.
- Affiliations
- Johns Hopkins University (US)
- Corresponding author
- Frick, Kevin D.
- ORCID
- Frick, Kevin D.
- Venue
- Medical Care
- Published
- 2009-07
- Volume
- 47
- Issue
- 7_Supplement_1
- Pages
- S76-S81
- ISSN
- 0025-7079 (ISSN-L)
- PMC
- PMC2714580
- OpenAlex
- W2101703186
- Cited by
- 294
- References
- 26
- Citations by year
- 2026: 22 · 2025: 18 · 2024: 20 · 2023: 23 · 2022: 31 · 2021: 29 · 2020: 22 · 2019: 28 · 2018: 25 · 2017: 22 · 2016: 14 · 2015: 10 · 2014: 13 · 2013: 7 · 2012: 3
- FWCI
- 7.41
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Medical Care (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Cancer Institute (HHSN261200700356P)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic and Environmental Valuation
- Keywords
- micro-costing, administrative databases, expert panel, provider survey, medical records review, direct observation, personal digital assistants, diary data, non-market goods, data validity
- MeSH terms
- Cost-Benefit Analysis, Data Collection, Health Services Research, Health Surveys, Humans, Medical Records, Health Care Costs, Observation
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