Skip to main content
Top
Gepubliceerd in: Quality of Life Research 6/2017

25-01-2017

Health literacy and logical inconsistencies in valuations of hypothetical health states: results from the Canadian EQ-5D-5L valuation study

Auteurs: Fatima Al Sayah, Jeffrey A. Johnson, Arto Ohinmaa, Feng Xie, Nick Bansback, On behalf of the Canadian EQ-5D-5L Valuation Study Group

Gepubliceerd in: Quality of Life Research | Uitgave 6/2017

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Objectives

To examine the association of health literacy with logical inconsistencies in time trade-off valuations of hypothetical health states described by the EQ-5D-5L classification system.

Methods

Data from the EQ-5D-5L Canadian Valuation study were used. Health literacy was assessed using the Brief Health Literacy Screen. A health state valuation was considered logically inconsistent if a respondent gave the same or lower value for a very mild health state compared to the value given to 55555, or gave the same or lower value for a very mild health state compared to value assigned to the majority of the health states that are dominated by the very mild health state.

Results

Average age of respondents (N = 1209) was 48 (SD = 17) years, 45% were male, 7% reported inadequate health literacy, and 11% had a logical inconsistency. In adjusted analysis, participants with inadequate health literacy were 2.2 (95%CI: 1.2, 4.0; p = 0.014) times more likely to provide an inconsistent valuation compared to those with adequate health literacy. More specifically, those who had problems in “understanding written information” and “reading health information” were more likely to have a logical inconsistency compared to those who did not. However, lacking “confidence in completing medical forms” was not associated with logical inconsistencies.

Conclusions

Health literacy was associated with logical inconsistencies in valuations of hypothetical health states described by the EQ-5D-5L classification system. Valuations studies should consider assessing health literacy, and explore better ways to introduce the valuation tasks or use simpler approaches of health preferences elicitation for individuals with inadequate health literacy.
Literatuur
1.
go back to reference Brazier, J., Deverill, M., Green, C., Harper, R., & Booth, A. (1999). A review of the use of health status measures in economic evaluation. Health technology assessment Health Technol Assess (Rockv) Health technology assessment (Winchester, England), 3(9), 1–164. Brazier, J., Deverill, M., Green, C., Harper, R., & Booth, A. (1999). A review of the use of health status measures in economic evaluation. Health technology assessment Health Technol Assess (Rockv) Health technology assessment (Winchester, England), 3(9), 1–164.
2.
go back to reference Feeny, D. (2000). A utility approach to the assessment of health-related quality of life. Medical Care, 38(9), 151–154. Feeny, D. (2000). A utility approach to the assessment of health-related quality of life. Medical Care, 38(9), 151–154.
3.
go back to reference Whitehead, S. J., & Ali, S. (2010). Health outcomes in economic evaluation: the QALY and utilities. British medical bulletin, 96, 5–21.CrossRefPubMed Whitehead, S. J., & Ali, S. (2010). Health outcomes in economic evaluation: the QALY and utilities. British medical bulletin, 96, 5–21.CrossRefPubMed
4.
go back to reference Streiner, D. L., & Norman, G. R. (2003). Health Measurement Scales: a practical guide to their development and use. New York: Oxford University Press. Streiner, D. L., & Norman, G. R. (2003). Health Measurement Scales: a practical guide to their development and use. New York: Oxford University Press.
5.
go back to reference Al Sayah F, Bansback N, Bryan S, Ohinmaa A, Poissant L, Pullenayegum E, et al. Determinants of time trade-off valuations for EQ-5D-5L health states: data from the Canadian EQ-5D-5L valuation study. Qual Life Res. 2015;Epub ahead of print. Al Sayah F, Bansback N, Bryan S, Ohinmaa A, Poissant L, Pullenayegum E, et al. Determinants of time trade-off valuations for EQ-5D-5L health states: data from the Canadian EQ-5D-5L valuation study. Qual Life Res. 2015;Epub ahead of print.
6.
go back to reference De Wit, G. A., Busschbach, J. J., & De Charro, F. T. (2000). Sensitivity and perspective in the valuation of health status: whose values count? Health economics, 9(2), 109–126.CrossRefPubMed De Wit, G. A., Busschbach, J. J., & De Charro, F. T. (2000). Sensitivity and perspective in the valuation of health status: whose values count? Health economics, 9(2), 109–126.CrossRefPubMed
7.
go back to reference Peeters, Y., & Stiggelbout, A. M. (2010). Health state valuations of patients and the general public analytically compared: a meta-analytical comparison of patient and population health state utilities. Value in health: the journal of the International Society for Pharmacoeconomics and Outcomes Research, 13(2), 306–309.CrossRef Peeters, Y., & Stiggelbout, A. M. (2010). Health state valuations of patients and the general public analytically compared: a meta-analytical comparison of patient and population health state utilities. Value in health: the journal of the International Society for Pharmacoeconomics and Outcomes Research, 13(2), 306–309.CrossRef
8.
go back to reference Engel L, Bansback N, Bryan S, Doyle-Waters MM, Whitehurst DG. Exclusion Criteria in National Health State Valuation Studies: A Systematic Review. Med Decis Making. 2015;Epub ahead of print. Engel L, Bansback N, Bryan S, Doyle-Waters MM, Whitehurst DG. Exclusion Criteria in National Health State Valuation Studies: A Systematic Review. Med Decis Making. 2015;Epub ahead of print.
9.
go back to reference Berkman, N., Terry, D., & McCormack, L. (2010). Health literacy: What is it? Journal of Health Communication, 15, 9–19.CrossRefPubMed Berkman, N., Terry, D., & McCormack, L. (2010). Health literacy: What is it? Journal of Health Communication, 15, 9–19.CrossRefPubMed
10.
go back to reference Ad Hoc Committee on Health Literacy for the Council on Scientific Affairs AMA (1999). Health literacy: Report on the Council of Scientific Affairs. JAMA: the journal of the American Medical Association, 282, 526–527. Ad Hoc Committee on Health Literacy for the Council on Scientific Affairs AMA (1999). Health literacy: Report on the Council of Scientific Affairs. JAMA: the journal of the American Medical Association, 282, 526–527.
11.
go back to reference DeWalt, D. A., Berkman, N., Sheridan, S., Lohr, K. N., & Pignone, M. P. (2004). Literacy and Health Outcomes: A Systematic Review of the Literature. Journal of General Internal Medicine, 19(12), 1228–1239.CrossRefPubMedPubMedCentral DeWalt, D. A., Berkman, N., Sheridan, S., Lohr, K. N., & Pignone, M. P. (2004). Literacy and Health Outcomes: A Systematic Review of the Literature. Journal of General Internal Medicine, 19(12), 1228–1239.CrossRefPubMedPubMedCentral
12.
go back to reference Berkman, N. D., Sheridan, S. L., Donahue, K. E., Halpern, D. J., & Crotty, K. (2011). Low health literacy and health outcomes: an updated systematic review. Annals of Internal Medicine, 155(2), 97–107.CrossRefPubMed Berkman, N. D., Sheridan, S. L., Donahue, K. E., Halpern, D. J., & Crotty, K. (2011). Low health literacy and health outcomes: an updated systematic review. Annals of Internal Medicine, 155(2), 97–107.CrossRefPubMed
13.
go back to reference Canadian Council of Learning. Health Literacy in Canada: Initial results from the International Adult Literacy and Skills Survey. Ottawa2007. Canadian Council of Learning. Health Literacy in Canada: Initial results from the International Adult Literacy and Skills Survey. Ottawa2007.
14.
go back to reference Lerner, E. B., Jehle, D. V., Janicke, D. M., & Moscati, R. M. (2000). Medical communication: do our patients understand? The American journal of emergency medicine, 18(7), 764–766.CrossRefPubMed Lerner, E. B., Jehle, D. V., Janicke, D. M., & Moscati, R. M. (2000). Medical communication: do our patients understand? The American journal of emergency medicine, 18(7), 764–766.CrossRefPubMed
15.
go back to reference Hironaka, L. K., & Passche-Orlow, M. K. (2008). The implications of health literacy on patient-provider communication. Archives of Disease in Childhood, 93, 428–432.CrossRefPubMed Hironaka, L. K., & Passche-Orlow, M. K. (2008). The implications of health literacy on patient-provider communication. Archives of Disease in Childhood, 93, 428–432.CrossRefPubMed
16.
go back to reference Williams, M. V., Davis, T., Parker, R. M., & Weiss, B. D. (2002). The role of health literacy in patient-physician communication. Family medicine, 34(5), 383–389.PubMed Williams, M. V., Davis, T., Parker, R. M., & Weiss, B. D. (2002). The role of health literacy in patient-physician communication. Family medicine, 34(5), 383–389.PubMed
17.
go back to reference Xie, F., Pullenayegum, E., Gaebel, K., Bansback, N., Bryan, B., Ohinmaa, A., et al. (2016). A Time Trade-off-derived Value Set of the EQ-5D-5L for Canada. Medical Care, 54(1), 98–105.CrossRefPubMed Xie, F., Pullenayegum, E., Gaebel, K., Bansback, N., Bryan, B., Ohinmaa, A., et al. (2016). A Time Trade-off-derived Value Set of the EQ-5D-5L for Canada. Medical Care, 54(1), 98–105.CrossRefPubMed
18.
go back to reference Oppe, M., Devlin, N. J., Hout van B., Krabbe PFM, & de Charro, F. (2014). A programme of methodological research to arrive at the new international EQ-5D-5L valuation protocol. Value in health: the journal of the International Society for Pharmacoeconomics and Outcomes Research, 17(4), 445–453.CrossRef Oppe, M., Devlin, N. J., Hout van B., Krabbe PFM, & de Charro, F. (2014). A programme of methodological research to arrive at the new international EQ-5D-5L valuation protocol. Value in health: the journal of the International Society for Pharmacoeconomics and Outcomes Research, 17(4), 445–453.CrossRef
19.
go back to reference Chew, L. D., Griffin, J. M., Partin, M. R., Noorbaloochi, S., Grill, J. P., Snyder, A., et al. (2008). Validation of screening questions for limited health literacy in a large VA outpatient population. Journal of general internal medicine: official journal of the Society for Research and Education in Primary Care Internal Medicine, 23(5), 561–566.CrossRef Chew, L. D., Griffin, J. M., Partin, M. R., Noorbaloochi, S., Grill, J. P., Snyder, A., et al. (2008). Validation of screening questions for limited health literacy in a large VA outpatient population. Journal of general internal medicine: official journal of the Society for Research and Education in Primary Care Internal Medicine, 23(5), 561–566.CrossRef
20.
go back to reference Herdman, M., Gudex, C., Lloyd, A., Janssen, M., Kind, P., Parkin, D., et al. (2011). Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Quality of life research: an international journal of quality of life aspects of treatment, care and rehabilitation, 20(10), 1727–1736.CrossRef Herdman, M., Gudex, C., Lloyd, A., Janssen, M., Kind, P., Parkin, D., et al. (2011). Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Quality of life research: an international journal of quality of life aspects of treatment, care and rehabilitation, 20(10), 1727–1736.CrossRef
21.
go back to reference Devlin, N. J., Tsuchiya, A., Buckingham, K., & Tilling, C. (2011). A uniform time trade off method for states better and worse than dead: feasibility study of the ‘lead time’ approach. Health economics, 20(3), 348–361.CrossRefPubMed Devlin, N. J., Tsuchiya, A., Buckingham, K., & Tilling, C. (2011). A uniform time trade off method for states better and worse than dead: feasibility study of the ‘lead time’ approach. Health economics, 20(3), 348–361.CrossRefPubMed
22.
go back to reference Attema, A. E., Versteegh, M. M., Oppe, M., Brouwer, W. B., & Stolk, E. A. (2013). Lead time TTO: leading to better health state valuations? Health economics, 22(4), 376–392.CrossRefPubMed Attema, A. E., Versteegh, M. M., Oppe, M., Brouwer, W. B., & Stolk, E. A. (2013). Lead time TTO: leading to better health state valuations? Health economics, 22(4), 376–392.CrossRefPubMed
23.
go back to reference Devlin, N. J., Hansen, P., Kind, P., & Williams, A. (2003). Logical inconsistencies in survey respondents’ health state valuations – a methodological challenge for estimating social tariffs. Health economics, 12(7), 529–544.CrossRefPubMed Devlin, N. J., Hansen, P., Kind, P., & Williams, A. (2003). Logical inconsistencies in survey respondents’ health state valuations – a methodological challenge for estimating social tariffs. Health economics, 12(7), 529–544.CrossRefPubMed
24.
go back to reference Connor Gorber, S., Shields, M., Tremblay, M. S., & McDowell, I. (2008). The feasibility of establishing correction factors to adjust self-reported estimates of obesity. Health Reports, 19(3), 71–82.PubMed Connor Gorber, S., Shields, M., Tremblay, M. S., & McDowell, I. (2008). The feasibility of establishing correction factors to adjust self-reported estimates of obesity. Health Reports, 19(3), 71–82.PubMed
25.
go back to reference Fortin, M., Bravo, G., Hudon, C., Vanasse, A., & Lapointe, L. (2005). Prevalence of multimorbidity among adults seen in family practice. Annals of family medicine, 3(3), 223–228.CrossRefPubMedPubMedCentral Fortin, M., Bravo, G., Hudon, C., Vanasse, A., & Lapointe, L. (2005). Prevalence of multimorbidity among adults seen in family practice. Annals of family medicine, 3(3), 223–228.CrossRefPubMedPubMedCentral
26.
go back to reference StataCorp Stata Statistical Software: Release 13. College Station, TX: StataCorp LP.; 2013. StataCorp Stata Statistical Software: Release 13. College Station, TX: StataCorp LP.; 2013.
27.
go back to reference Paasche-Orlow, M. K., Parker, R. M., Gazmararian, J. A., Nielsen-Bohlman, L. T., & Rudd, R. R. (2005). The prevalence of limited health literacy. Journal of general internal medicine: official journal of the Society for Research and Education in Primary Care Internal Medicine, 20(2), 175–184.CrossRef Paasche-Orlow, M. K., Parker, R. M., Gazmararian, J. A., Nielsen-Bohlman, L. T., & Rudd, R. R. (2005). The prevalence of limited health literacy. Journal of general internal medicine: official journal of the Society for Research and Education in Primary Care Internal Medicine, 20(2), 175–184.CrossRef
28.
go back to reference Volandes, A. E., & Paasche-Orlow, M. K. (2007). Health literacy, health inequality and a just healthcare system. The American journal of bioethics: AJOB, 7(11), 5–10.CrossRefPubMed Volandes, A. E., & Paasche-Orlow, M. K. (2007). Health literacy, health inequality and a just healthcare system. The American journal of bioethics: AJOB, 7(11), 5–10.CrossRefPubMed
29.
go back to reference Mulhern B, Tsuchiya A, Brazier J, Rowen D. How do respondents perceive health state valuation exercises? A ‘think aloud’ study investigating Time Trade Off and Discrete Choice Experiments. Paper for presentation at EuroQol Plenary 20122012. Mulhern B, Tsuchiya A, Brazier J, Rowen D. How do respondents perceive health state valuation exercises? A ‘think aloud’ study investigating Time Trade Off and Discrete Choice Experiments. Paper for presentation at EuroQol Plenary 20122012.
30.
go back to reference Xie F, Pullenayegum E, Gaebel K, Bansback N, Bryan S, Ohinmaa A, et al. How different are composite and traditional TTO valuations of severe EQ-5D-5L states? Qual Life Res. 2016;[Epub ahead of print]. Xie F, Pullenayegum E, Gaebel K, Bansback N, Bryan S, Ohinmaa A, et al. How different are composite and traditional TTO valuations of severe EQ-5D-5L states? Qual Life Res. 2016;[Epub ahead of print].
31.
go back to reference Al Sayah, F., Mladenovic, A., Gaebel, K., Xie, F., & Johnson, J. A. How dead is dead? Qualitative findings from participants of combined traditional and lead-time time trade-off valuations. Qual Life Res. 2016;25(1). Al Sayah, F., Mladenovic, A., Gaebel, K., Xie, F., & Johnson, J. A. How dead is dead? Qualitative findings from participants of combined traditional and lead-time time trade-off valuations. Qual Life Res. 2016;25(1).
32.
go back to reference Johnson, J. A., Coons, S. J., Ergo, A., & Szava-Kovats, G. (1998). Valuation of EuroQOL (EQ-5D) health states in an adult US sample. PharmacoEconomics, 13(4), 421–433.CrossRefPubMed Johnson, J. A., Coons, S. J., Ergo, A., & Szava-Kovats, G. (1998). Valuation of EuroQOL (EQ-5D) health states in an adult US sample. PharmacoEconomics, 13(4), 421–433.CrossRefPubMed
33.
go back to reference Lamers, L. M., Stalmeier, P. F., Krabbe, P. F., & Busschbach, J. J. (2006). Inconsistencies in TTO and VAS values for EQ-5D health states. Medical decision making: an international journal of the Society for Medical Decision Making, 26(2), 173–181.CrossRef Lamers, L. M., Stalmeier, P. F., Krabbe, P. F., & Busschbach, J. J. (2006). Inconsistencies in TTO and VAS values for EQ-5D health states. Medical decision making: an international journal of the Society for Medical Decision Making, 26(2), 173–181.CrossRef
34.
go back to reference Bansback, N., Tsuchiya, A., & Brazier J AA. Canadian valuation of EQ-5D health states: preliminary value set and considerations for future valuation studies. PLoS One. 2012;7(2). Bansback, N., Tsuchiya, A., & Brazier J AA. Canadian valuation of EQ-5D health states: preliminary value set and considerations for future valuation studies. PLoS One. 2012;7(2).
35.
go back to reference Farrell, T. W., Chandran, R., & Gramling, R. (2008 Apr). Understanding the role of shame in the clinical assessment of health literacy. Family medicine, 40(4), 235–236.PubMed Farrell, T. W., Chandran, R., & Gramling, R. (2008 Apr). Understanding the role of shame in the clinical assessment of health literacy. Family medicine, 40(4), 235–236.PubMed
36.
go back to reference Wolf, M. S., Williams, M. V., Parker, R. M., Parikh, N. S., Nowlan, A. W., & Baker, D. W. (2007). Patients’ shame and attitudes toward discussing the results of literacy screening. Journal of Health Communication, 12, 721–732.CrossRefPubMed Wolf, M. S., Williams, M. V., Parker, R. M., Parikh, N. S., Nowlan, A. W., & Baker, D. W. (2007). Patients’ shame and attitudes toward discussing the results of literacy screening. Journal of Health Communication, 12, 721–732.CrossRefPubMed
37.
go back to reference Al Sayah, F., Williams, B., & Johnson, J. A. Measuring Health Literacy in Individuals With Diabetes: A Systematic Review and Evaluation of Available Measures. Health Education and Behavior 2012;40(). Al Sayah, F., Williams, B., & Johnson, J. A. Measuring Health Literacy in Individuals With Diabetes: A Systematic Review and Evaluation of Available Measures. Health Education and Behavior 2012;40().
38.
go back to reference Al Sayah, F., Majumdar, S. R., Egede, L. E., & Johnson, J. A. (2014). Measurement Properties and Comparative Performance of Health Literacy Screening Questions in a Predominantly Low Income African American Population With Diabetes. Patient education and counseling, 97(1), 88–95.CrossRefPubMed Al Sayah, F., Majumdar, S. R., Egede, L. E., & Johnson, J. A. (2014). Measurement Properties and Comparative Performance of Health Literacy Screening Questions in a Predominantly Low Income African American Population With Diabetes. Patient education and counseling, 97(1), 88–95.CrossRefPubMed
39.
go back to reference Lancsar, E., & Louviere, J. (2006). Deleting ‘irrational’responses from discrete choice experiments: a case of investigating or imposing preferences? Health Economics, 15(8), 797–811.CrossRefPubMed Lancsar, E., & Louviere, J. (2006). Deleting ‘irrational’responses from discrete choice experiments: a case of investigating or imposing preferences? Health Economics, 15(8), 797–811.CrossRefPubMed
Metagegevens
Titel
Health literacy and logical inconsistencies in valuations of hypothetical health states: results from the Canadian EQ-5D-5L valuation study
Auteurs
Fatima Al Sayah
Jeffrey A. Johnson
Arto Ohinmaa
Feng Xie
Nick Bansback
On behalf of the Canadian EQ-5D-5L Valuation Study Group
Publicatiedatum
25-01-2017
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 6/2017
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-016-1495-z

Andere artikelen Uitgave 6/2017

Quality of Life Research 6/2017 Naar de uitgave