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A Practical Guide for Calculating Indirect Costs of Disease
Abstract
There may be some discussion about whether indirect costs should be taken into account at all in an economic appraisal, but there is certainly considerable debate about the proper way of estimating these costs. This reviews offers a practical guide for quantifying and valuing these indirect costs of disease, both at an aggregated level of general cost of illness studies, and in an economic appraisal of specific healthcare programmes. Two methods of calculating these costs are considered: the traditional human capital approach, and the more recently developed friction cost method. The former method estimates the potential value of lost production as a result of disease, whereas the latter method intends to derive more realistic estimates of indirect costs, taking into account the degree of scarcity of labour in the economy. All necessary steps in the estimation procedure and the data required at various points will be described and discussed in detail.
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“Data for the assessment of the economic evaluation reporting standards were extracted using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) 2022 statement.”
From Productivity outcomes from chronic pain management interventions in the working age population; a systematic review (2024) · cites this paper as [20]
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The friction cost method for measuring indirect costs of disease
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“These are most often estimated using the ‘human capital’ method whereby the daily wage rate is multiplied by the numbers of days lost [41].”
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“Following Koopmanschap and Rutten 0 s work [ 19 ], the”
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“Productivity losses because of OCD were calculated using the human capital approach by multiplying days off work attributable to illness by the individual’s salary and not accounting for early retirement resulting from illness.(73) Lost productivity costs were capped at 5 days per week (maximum of 130 days for the 6-m…”
MethodMarsden, J., Stillwell, G., James, K., Shearer, J., Byford, S., Hellier, J. M., Kelleher, M., Kelly, J., Murphy, C., & Mitcheson, L. (2019) · The Lancet Psychiatry · doi:10.1016/s2215-0366(19)30097-5 · Cited by 44
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The burden of varicella in Germany
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Potential Cost‐Effectiveness of a Rotavirus Immunization Program in Rural China
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Economic burden of low physical activity and high sedentary behaviour in Finland
Kolu, P., Kari, J. T., Raitanen, J. A., Sievänen, H. T., Tokola, K., Havas, E., Pehkonen, J., Tammelin, T., Pahkala, K., Hutri‐Kähönen, N., et al. (2022) · Journal of Epidemiology & Community Health · doi:10.1136/jech-2021-217998 · Cited by 41
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Cost of Illness in Inflammatory Bowel Disease
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Molinier, L., Combescure, C., d, C. C., s, J.-P. D., HOUSSET, B., Fabre, D., Grand, A., & gre, A. V. (2006) · PharmacoEconomics · doi:10.2165/00019053-200624070-00004 · Cited by 37
Hupperets, M., Verhagen, E. A. L. M., & van Mechelen, W. (2008) · BMC Musculoskeletal Disorders · doi:10.1186/1471-2474-9-71 · Cited by 37
Mernagh, P., Suebwongpat, A., Silverberg, J., & Weston, A. R. (2009) · Value in Health · doi:10.1111/j.1524-4733.2009.00650.x · Cited by 36
Arends, I., van der Klink, J. J., & Bültmann, U. (2010) · BMC Public Health · doi:10.1186/1471-2458-10-132 · Cited by 38
Cost of diabetic eye, renal and foot complications: a methodological review
Schirr-Bonnans, S., Costa, N., Derumeaux-Burel, H., Bos, J., Lepage, B., Garnault, V., Martini, J., Hanaire, H. P., Turnin, M., & Molinier, L. (2016) · The European Journal of Health Economics · doi:10.1007/s10198-016-0773-6 · Cited by 36
“For example, the friction period may differ between several companies because in each of them the management and the employment policy may be different and change over time [29, 41, 42].”
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Cost-Effectiveness of Quadrivalent versus Trivalent Influenza Vaccine in the United States
de Boer, P. T., Crépey, P., Pitman, R., Macabeo, B., Chit, A., & Postma, M. J. (2016) · Value in Health · doi:10.1016/j.jval.2016.05.012 · Cited by 36
“This approach limits productivity losses of long-term absence to a friction period, assuming that employees have been replaced after this initial period [31].”
BackgroundCost-Effectiveness Analysis of Formoterol Versus Salmeterol in Patients with Asthma
Mölken, M. R., van Doorslaer, E. K. A., & Till, M. D. (1998) · PharmacoEconomics · doi:10.2165/00019053-199814060-00007 · Cited by 36
“The main difference between the 2 approaches is that the friction cost approach reduces the period of production loss to the period needed to replace the sick employee: the friction period.[22] The friction period was assumed to be 3 months in each country.”
BackgroundThe impact on productivity of a hypothetical tax on sugar-sweetened beverages
Nomaguchi, T., Cunich, M. M., Zapata-Diomedi, B., & Veerman, L. J. (2017) · Health Policy · doi:10.1016/j.healthpol.2017.04.001 · Cited by 35
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Work Loss, Healthcare Utilization, and Costs among US Employees with Chronic Pain
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“A number of commentators have argued that this approach is limited since it tends to overestimate productivity losses by ignoring, for example, the ability to replace workers from the pool of unemployed people [33].”
Bounthavong, M., Li, M., & Watanabe, J. H. (2016) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2016.05.042 · Cited by 32
“Indirect costs, such as work productivity and externalities, are difficult to estimate due to methodological differences that yield inconsistent results.(21,22) We opted to not include indirect costs in order to focus on direct expenditures.”
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“The costs of production losses due to LBP will be estimated for both paid and unpaid labour [52].”
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Brunenberg, D., Wetzels, G., Nelemans, P. J., Dirksen, C. D., Severens, J. L., Stoffers, J., Schouten, J., Prins, M. H., de Leeuw, P. W., & Joore, M. A. (2007) · PharmacoEconomics · doi:10.2165/00019053-200725030-00006 · Cited by 32
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Common Errors and Controversies in Pharmacoeconomic Analyses
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“); and (ii) indirect costs which refer to productivity losses resulting from premature death or disability.[25,26]”
Hepatitis C and injecting drug use impact, costs and policy options
Jager, J. C., Limburg, W., Kretzschmar, M., Postma, M. J., Wiessing, L. G., & eds (2004) · Cited by 31
A review of the application of health economics to health and safety in healthcare
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Economic burden of road traffic injuries: a micro-costing approach.
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Productivity costs and determinants of productivity in HIV-infected patients
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Annual indirect costs secondary to headache disability in Brazil
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“For annual headache-related cost estimates, we adopted the human capital method (23).”
MethodWork productivity loss from depression: evidence from an employer survey
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“As such, other researchers have recommended applying downward adjustment to the loss estimates by using friction methods [10-12].”
BackgroundCost-Effectiveness of Lumbar Supports for Home Care Workers With Recurrent Low Back Pain
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The IRIS Study Group, Henrichs, J., Verfaille, V., Viester, L., Westerneng, M., Molewijk, B. C., Franx, A., van der Horst, H. E., Bosmans, J. E., de Jonge, A., et al. (2016) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-016-1104-8 · Cited by 26
“The friction cost approach will be used to estimate indirect costs using Dutch age and sex specific lost productivity costs [30, 31].”
Methodvan der Meer, E. W. C., Boot, C. R. L., Jungbauer, F. H. W., van der Klink, J. J., Rustemeyer, T., Coenraads, P. J., van der Gulden, J. W., & Anema, J. R. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-669 · Cited by 25
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Sampaio, F., Bonnert, M., Olén, O., Hedman‐Lagerlöf, E., Lalouni, M., Lenhard, F., Ljótsson, B., Ssegonja, R., Serlachius, E., & Feldman, I. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-023881 · Cited by 26
“estimated using the human capital method.(22) Productivity losses due to absenteeism from school were estimated by multiplying the number of days not at school due to illness by the estimated daily cost of a child in high school education.”
MethodCost-Effectiveness of Psychotherapy for Cluster C Personality Disorders
Soeteman, D. I., Verheul, R., Meerman, A. M. M. A., Ziegler, U. M., Rossum, B. V., Delimon, J., Rijnierse, P., Thunnissen, M. M., Busschbach, J. J. V., & Kim, J. J. (2010) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.09m05228blu · Cited by 26
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Long-term medical costs of postmenopausal breast cancer therapy
Cocquyt, V. F. J., Moeremans, K., Annemans, L., Clarys, P., & Belle, S. V. (2003) · Annals of Oncology · doi:10.1093/annonc/mdg280 · Cited by 25
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Cost Collection and Analysis for Health Economic Evaluation
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“A major challenge with the friction method is defining accurate friction period values.(22) Last, when productivity changes are included in the economic evaluation, there is a risk of double-counting costs since patients may include the impact of their lost income or loss of leisure time in their health assessments fo…”
MethodBosmans, J. E., Hermens, M. L., de Bruijne, M. C., van Hout, H. P. J., Terluin, B., Bouter, L. M., Stalman, W. A. B., & van Tulder, M. W. (2008) · Journal of Affective Disorders · doi:10.1016/j.jad.2008.02.002 · Cited by 24
Cost of rotavirus diarrhea for programmatic evaluation of vaccination in Vietnam
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“, human capital approach versus friction cost method [29]), and reference values (e.”
BackgroundProduction losses associated with premature mortality in 28 European Union countries
Łyszczarz, B. (2019) · Journal of Global Health · doi:10.7189/jogh.09.020418 · Cited by 23
ISSLS Prize Winner: Cost-Effectiveness of Two Forms of Circumferential Lumbar Fusion
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Renal Artery Stenosis: Cost-effectiveness of Diagnosis and Treatment
van Helvoort-Postulart, D., Dirksen, C. D., Nelemans, P. J., Kroon, A. A., Kessels, A. G. H., de Leeuw, P. W., Vasbinder, G. B. C., van Engelshoven, J. M. A., & Hunink, M. G. M. (2007) · Radiology · doi:10.1148/radiol.2442060713 · Cited by 23
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“For the calculation of indirect costs, the humancapital approach is the standard approach in most countries, except for the Netherlands where the friction cost method is proposed [64-66].”
MethodKigozi, J., Jowett, S. M., Lewis, M., Barton, P. M., & Coast, J. (2017) · Health Economics · doi:10.1002/hec.3513 · Cited by 23
Epilepsy at Work: Evaluating the Cost of Epilepsy in the Workplace
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Cost of rheumatic disorders in the Netherlands
Marle, M. E. V. D. A., Chorus, A. M. J., Vlieland, T. P. M. V., & van den Hout, W. B. (2012) · Best Practice & Research Clinical Rheumatology · doi:10.1016/j.berh.2012.08.005 · Cited by 22
Quantifying the incidence and cost of acute gastrointestinal illness in Sweden, 2013–2014
Edelstein, M. L., Merk, H., Deogan, C. L., Carnahan, A., & Wallensten, A. (2016) · Epidemiology and Infection · doi:10.1017/s0950268816000467 · Cited by 22
“We valued a day of work, according to the human capital approach [16], as the average yearly Swedish age-specific 2012 income [17] (in”
MethodCrépey, P., Redondo, E., Díez‐Domingo, J., de Lejarazu, R. O., Martinón‐Torres, F., de Miguel, Á. G., López-Belmonte, J. L., Alvarez, F. P., Bricout, H., & Solozabal, M. (2020) · PLoS ONE · doi:10.1371/journal.pone.0233526 · Cited by 22
“The friction cost limits productivity losses of long-term absence to a friction period [55], and the labor elasticity adjustment PLOS ONE From trivalent to quadrivalent influenza vaccines: Public health and economic burden”
BackgroundKruntoradova, K., Klimeš, J., Šedová, L., Štolfa, J., Doležal, T., & Petříková, A. (2014) · Value in Health Regional Issues · doi:10.1016/j.vhri.2014.07.008 · Cited by 22
“[35,40] V A L U E I N H E A L T H R E G I O N A L I S S U E S 4 C ( 2 0 1 4 ) 1 0 0 – 1 0 6 101”
MethodBurden of Chronic Low Back Pain in the Turkish Population
İçağasıoğlu, A., Yumuşakhuylu, Y., Ketenci, A., Toraman, N. F., Karataş, G. K., Kuru, Ö., Kirazlı, Y., Çapacı, K., Eriman, E., & Haliloğlu, S. (2015) · Türkiye Fiziksel Tıp ve Rehabilitasyon Dergisi · doi:10.5152/tftrd.2015.23921 · Cited by 21
“However, the cost paid to the worker is not calculated in this method (25).”
MethodLaurenssen, E. M. P., Eeren, H. V., Kikkert, M., Peen, J., Westra, D., Dekker, J., & Busschbach, J. J. V. (2016) · Health and Quality of Life Outcomes · doi:10.1186/s12955-016-0538-z · Cited by 24
“Wagner and colleagues used the Human Capital Approach (HCA) [51], whereas we used the Friction Cost Method [52].”
Methodvan de Graaf, V. A., Scholtes, V. A., Wolterbeek, N., Noorduyn, J. C. A., Neeter, C., van Tulder, M. W., Saris, D. B. F., de Gast, A., & Poolman, R. W. (2016) · BMJ Open · doi:10.1136/bmjopen-2016-014381 · Cited by 21
Jackson, G. H., Galinsky, J., Alderson, D., D’Souza, V., Buchanan, V., Dhanasiri, S., & Walker, S. (2019) · European Journal Of Haematology · doi:10.1111/ejh.13298 · Cited by 21
Eekman, D. A., ter Wee, M. M., Coupé, V. M. H., Erisek-Demirtas, S., Kramer, M. H. H., & Lems, W. F. (2013) · Osteoporosis International · doi:10.1007/s00198-013-2505-4 · Cited by 21
Leodolter, A. (2005) · World Journal of Gastroenterology · doi:10.3748/wjg.v11.i45.7148 · Cited by 21
The Migraine ACE Model: Evaluating the Impact on Time Lost and Medical Resource Use
Jaime, J., Caro, G., Getsios, D., Raggio, G., Burrows, M. T., & Black, L. K. (2000) · Headache The Journal of Head and Face Pain · doi:10.1046/j.1526-4610.2000.00042.x · Cited by 21
Hallert, E., Husberg, M., Kalkan, A., Skogh, T., & Bernfort, L. (2013) · Scandinavian Journal of Rheumatology · doi:10.3109/03009742.2013.835442 · Cited by 20
“The human capital method may lead to an overestimation of costs compared to the FC, but has a stronger theoretical underpinning and is the most commonly used method in health economic evaluations (35,36).”
MethodGiorgio, L. D., Mvundura, M., Tumusiime, J. K., Namagembe, A., Ba, A., Belemsaga, D. Y., Morozoff, C., Brouwer, E., Ndour, M., & Drake, J. K. (2018) · Contraception · doi:10.1016/j.contraception.2018.05.018 · Cited by 20
“To estimate women’s time costs [26,27], we multiplied the percentage of women working (formally or informally) by the annual country gross domestic product per capita [28] and the total time spent to receive family planning services.”
BackgroundVergnenégre, A., Combescure, C., Fournel, P., Bayle, S., Gimenez, C., Souquet, P. J., Léna, H., Pérol, M., & Delhoume, J. Y. (2006) · Annals of Oncology · doi:10.1093/annonc/mdl100 · Cited by 20
Caro, G., Getsios, D., Jaime, J., Raggio, G., Burrows, M. T., & Black, L. K. (2001) · Cephalalgia · doi:10.1046/j.1468-2982.2001.00130.x · Cited by 20
Cost utility analysis of HIV pre exposure prophylaxis among men who have sex with men in Israel
Ginsberg, G. M., & Chemtob, D. (2020) · BMC Public Health · doi:10.1186/s12889-020-8334-4 · Cited by 19
The health and economic benefits of reducing intimate partner violence: an Australian example
Cadilhac, D. A.-M., Sheppard, L., Cumming, T. B., Thayabaranathan, T., Pearce, D. C., Carter, R., & Magnus, A. (2015) · BMC Public Health · doi:10.1186/s12889-015-1931-y · Cited by 19
“debate in the economic literature about which method is preferable [32, 33] since they give such divergent results”
BackgroundLes composantes du coût des stratégies de prise en charge du cancer du poumon en France
Vergnenégre, A., Molinier, L., Combescure, C., Daurès, J., HOUSSET, B., & CHOUAID, C. (2004) · Revue des Maladies Respiratoires · doi:10.1016/s0761-8425(04)71354-6 · Cited by 19
Review of economic analyses of treatment for non-small–cell lung cancer (NSCLC)
Vergnenégre, A., & CHOUAID, C. (2018) · Expert Review of Pharmacoeconomics & Outcomes Research · doi:10.1080/14737167.2018.1485099 · Cited by 18
The Economic Gains of Achieving Reduced Alcohol Consumption Targets for Australia
Magnus, A., Cadilhac, D. A.-M., Sheppard, L., Cumming, T. B., Pearce, D. C., & Carter, R. (2012) · American Journal of Public Health · doi:10.2105/ajph.2011.300453 · Cited by 18
The economic evaluation of a Participatory Ergonomics programme to prevent low back and neck pain
Driessen, M. T., Bosmans, J. E., Proper, K. I., Anema, J. R., Bongers, P. M., & van der Beek, A. J. (2012) · Work · doi:10.3233/wor-2012-0458-2315 · Cited by 21
“Comparing our results on the costs of PE with those of other RCTs is hampered since these studies did not conduct an economic evaluation [12,20].”
Result
Metadata
- Authors
- Koopmanschap, M. A., & Rutten, F. F. H.
- Affiliations
- Erasmus University Rotterdam (NL)
- Corresponding author
- Koopmanschap, Marc A.
- Venue
- PharmacoEconomics
- Published
- 1996-11
- Volume
- 10
- Issue
- 5
- Pages
- 460-466
- ISSN
- 1170-7690 (ISSN-L)
- OpenAlex
- W1980604588
- Cited by
- 358
- References
- 9
- Citations by year
- 2026: 7 · 2025: 5 · 2024: 8 · 2023: 2 · 2022: 17 · 2021: 9 · 2020: 8 · 2019: 10 · 2018: 10 · 2017: 19 · 2016: 11 · 2015: 11 · 2014: 14 · 2013: 12 · 2012: 8
- FWCI
- 22.73
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- PharmacoEconomics (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- 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 › Economic and Environmental Valuation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Global Health Care Issues
- Keywords
- economic burden, human capital approach, friction cost method, productivity loss, economic evaluation, labor shortage, cost estimation
- MeSH terms
- Cost-Benefit Analysis, Delivery of Health Care, Humans, Disease Management
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