100 results on '"Stolk EA"'
Search Results
2. PMU86 - VALUING HEALTH-STATE: AN EQ-5D-5L VALUE SET FOR ETHIOPIANS
- Author
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Welie, AG, primary, Fenta, TG, additional, Beedemariam, G, additional, Stolk, EA, additional, Mukuria, C, additional, Krahn, M, additional, and Enqueselasie, F, additional
- Published
- 2018
- Full Text
- View/download PDF
3. Head-to-head comparison of health-state values derived by a probabilistic choice model and scores on a visual analogue scale.
- Author
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Krabbe, PFM, Stolk, EA, Devlin, NJ, Xie, F, Quik, EH, Pickard, AS, Krabbe, PFM, Stolk, EA, Devlin, NJ, Xie, F, Quik, EH, and Pickard, AS
- Abstract
BACKGROUND: Health states were quantified based on discrete choice (DC) modeling and visual analogue scale (VAS) values using the five-level version of the EQ-5D (EQ-5D-5L). The aim of this study was to determine the extent of the relationship between DC derived values (indirect method) and VAS values (direct method). METHODS: Data were collected in Canada, the United Kingdom, the Netherlands, and the United States. Respondents were asked to perform paired comparisons between two EQ-5D-5L health states for DC. In total, 400 different EQ-5D-5L states were included. After each DC task, respondents were prompted to score the two states one after another on a VAS. Intraclass correlation coefficients were calculated between DC and VAS values and illuminating graphs were designed. RESULTS: Approximately 400 respondents participated from each country. High similarity [individual intraclass correlation coefficients (ICC) >0.85] of DC and moderate correspondence of VAS values were observed for the four countries. Cross-country comparison of DC values shows a nonlinear relationship to the VAS values. CONCLUSION: EQ-5D-5L derived DC and VAS values show a close but nonlinear relationship. Given the obvious biases associated with the VAS, DC methods based on ordinal responses may be a better alternative.
- Published
- 2017
4. Health Valuation: Demonstrating the Value of Health and Lifespan
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Stolk, EA, Craig, BM, Mulhern, B, Brown, DS, Stolk, EA, Craig, BM, Mulhern, B, and Brown, DS
- Published
- 2017
5. Reducing Cognitive Burden In Discrete Choice Experiments
- Author
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Goossens, LM, primary, Jonker, MF, additional, Rutten-van Mölken, MP, additional, Boland, MR, additional, Slok, AH, additional, Salomé, PL, additional, Van Schayck, OC, additional, In 't Veen, JC, additional, Stolk, EA, additional, and Donkers, B, additional
- Published
- 2017
- Full Text
- View/download PDF
6. Assessing Copd Patients Burden Of Disease In A Fold-In-Fold-Out Discrete Choice Experiment
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Goossens, LM, primary, Stolk, EA, additional, Donkers, B, additional, Boland, MR, additional, and Rutten-van Mölken, MP, additional
- Published
- 2015
- Full Text
- View/download PDF
7. Development of an Eq-5d Respiratory Bolt-on
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Hoogendoorn, M, primary, Boland, MR, additional, Goossens, LM, additional, Oppe, M, additional, Stolk, EA, additional, and Rutten van-Molken, M, additional
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- 2015
- Full Text
- View/download PDF
8. Multinational evidence of the applicability and robustness of discrete choice modeling for deriving EQ-5D-5L health-state values.
- Author
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Krabbe, PFM, Devlin, NJ, Stolk, EA, Shah, KK, Oppe, M, van Hout, B, Quik, EH, Pickard, AS, Xie, F, Krabbe, PFM, Devlin, NJ, Stolk, EA, Shah, KK, Oppe, M, van Hout, B, Quik, EH, Pickard, AS, and Xie, F
- Abstract
AIMS: To investigate the feasibility of discrete choice experiments for valuing EQ-5D-5L states using computer-based data collection, the consistency of the estimated regression coefficients produced after modeling the preference data, and to examine the similarity of the values derived across countries. METHODS: Data were collected in Canada, England, The Netherlands, and the United States (US). Interactive software was developed to standardize the format of the choice tasks across countries, except for face-to-face interviewing in England. The choice task required respondents to choose between 2 suboptimal health states. A Bayesian design was used to generate 200 pairs of states that were randomly grouped into 20 blocks. Each respondent completed 1 block of 10 pairs. A main-effects probit model was used to estimate regression coefficients and to derive values. RESULTS: Approximately 400 respondents participated from each country. The mean time to perform 1 choice task was between 29.2 (US) and 45.2 (England) seconds. All regression coefficients were statistically significant, except level 2 for Usual Activities in The Netherlands (P=0.51). Predictions for the complete set of 3125 EQ-5D-5L health states were similar for the 4 countries. Intraclass correlation coefficients between the countries were high: from 0.80 (England vs. US) through 0.98 (Canada vs. US) CONCLUSIONS: Derivation of value sets from the general population using computer-based choice tasks for the EQ-5D-5L is feasible. Parameter estimates were generally consistent and logical, and health-state values were similar across the 4 countries.
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- 2014
9. PRM176 - Reducing Cognitive Burden In Discrete Choice Experiments
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Goossens, LM, Jonker, MF, Rutten-van Mölken, MP, Boland, MR, Slok, AH, Salomé, PL, Van Schayck, OC, In 't Veen, JC, Stolk, EA, and Donkers, B
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- 2017
- Full Text
- View/download PDF
10. Time to tweak the TTO: results from a comparison of alternative specifications of the TTO.
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Versteegh, MM, Attema, AE, Oppe, M, Devlin, NJ, Stolk, EA, Versteegh, MM, Attema, AE, Oppe, M, Devlin, NJ, and Stolk, EA
- Abstract
This article examines the effect that different specifications of the time trade-off (TTO) valuation task may have on values for EQ-5D-5L health states. The new variants of the TTO, namely lead-time TTO and lag-time TTO, along with the classic approach to TTO were compared using two durations for the health states (15 and 20 years). The study tested whether these methods yield comparable health-state values. TTO tasks were administered online. It was found that lag-time TTO produced lower values than lead-time TTO and that the difference was larger in the longer time frame. Classic TTO values most resembled those of the lag-time TTO in a 20-year time frame in terms of mean absolute difference. The relative importance of different domains of health was systematically affected by the duration of the health state. In the tasks with a 10-year health-state duration, anxiety/depression had the largest negative impact on health-state values; in the tasks with a 5-year duration, the pain/discomfort domain had the largest negative impact.
- Published
- 2013
11. The effects of lead time and visual aids in TTO valuation: a study of the EQ-VT framework.
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Luo, N, Li, M, Stolk, EA, Devlin, NJ, Luo, N, Li, M, Stolk, EA, and Devlin, NJ
- Abstract
BACKGROUND: The effect of lead time in time trade-off (TTO) valuation is not well understood. The purpose of this study was to investigate the effects on health-state valuation of the length of lead time and the way the lead-time TTO task is displayed visually. METHODS: Using two general population samples, we compared three lead-time TTO variants: 10 years of lead time in full health preceding 5 years of unhealthy time (standard); 5 years of lead time preceding 5 years of unhealthy time (experimental); and 10 years of lead time and 5 years of unhealthy time, presented with a visual aid to highlight the point where the lead time ends (experimental). Participants were randomized to receive one of the lead-time variants, as administered by a computer software program. RESULTS: Health-state values generated by TTO valuation tasks using a longer lead time were slightly lower than those generated by tasks using a shorter lead time. When lead time and unhealthy time were presented with visual aids highlighting the difference between the lead time and unhealthy time, respondents spent more time considering health states with a value close to 0. CONCLUSIONS: Different lead-time time trade-off variants should be carefully studied in order to achieve the best measurement of health-state values using this new method.
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- 2013
12. Het Rijksvaccinatieprogramma nu en in de toekomst: ontwikkelingen in 2005
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CIE, LIS, LTR, PZO, Abbink F, van der Avoort HGAM, Berbers WAM, van Binnendijk RS, Boot HJ, Borgen K, van Duynhoven YTHP, Gerritsen AAM, de Greeff SC, Hahni SJM, Kimman TG, Klein MR, Koopmans MPG, Kremer K, van de Laar MJW, van der Maas NAT, Mangen MJJ, Meijer A, Mooi FR, Mylius SD, Notermans DW, van der Sande MAB, van Soolingen D, Schouls LM, Stolk EA, Wallinga J, de Wit GA, de Melker HE, CIE, LIS, LTR, PZO, Abbink F, van der Avoort HGAM, Berbers WAM, van Binnendijk RS, Boot HJ, Borgen K, van Duynhoven YTHP, Gerritsen AAM, de Greeff SC, Hahni SJM, Kimman TG, Klein MR, Koopmans MPG, Kremer K, van de Laar MJW, van der Maas NAT, Mangen MJJ, Meijer A, Mooi FR, Mylius SD, Notermans DW, van der Sande MAB, van Soolingen D, Schouls LM, Stolk EA, Wallinga J, de Wit GA, and de Melker HE
- Abstract
RIVM rapport:Het Rijksvaccinatieprogramma in Nederland is effectief en veilig. De ziekten waartegen momenteel wordt gevaccineerd zijn grotendeels onder controle. In 2004/2005 heerste er echter een rubella epidemie voornamelijk onder personen waarbij vaccinatie was geweigerd op grond van bevindelijk gereformeerde overtuiging. Daarnaast zijn er in 2004 en 2005 incidenten van bof (onder gevaccineerden) en van mazelen (onder niet gevaccineerden) geweest. Per 1 januari 2005 is het difterie, tetanus, poliomyelitis, hele-cel kinkhoest en Haemophilus influenzae vaccin vervangen door een combinatievaccin met een a-cellulaire kinkhoestcomponent en is een daling zichtbaar in het aantal meldingen van postvaccinale verschijnselen. Vanaf 1 januari 2006 zullen kinderen die geboren worden uit moeders die chronisch geinfecteerd zijn met hepatitis B vlak na de geboorte een extra vaccinatie krijgen. Het Rijksvaccinatieprogramma kan met vaccins tegen andere ziekten uitgebreid worden. Vanaf 1 april 2006 zal pneumokokkenvaccinatie voor kinderen ingevoerd worden en om de effecten hiervan te evalueren is uitbreiding van surveillance van invasieve pneumokokken infecties gewenst. De wenselijkheid van opname van vaccinatie tegen waterpokken, gordelroos, humaan papillomavirus en rotavirus moet op korte termijn overwogen worden, gezien de beschikbaarheid van deze vaccins. Om inzicht te krijgen in de gezondheids- en economische effecten van deze vaccinaties is kosten-effectiviteitsonderzoek geindiceerd. Opname in het Rijksvaccinatieprogramma van vaccins tegen influenza, hepatitis A, meningokokken B, respiratoir synctieel virus en tuberculose is om verschillende redenen op korte termijn nog niet aan de orde. Voortdurende bewaking van de effectiviteit van het Rijksvaccinatieprogramma is van groot belang. Handhaven van de hoge vaccinatiegraad is essentieel om terugkeer van ziekten te voorkomen., The National Immunisation Programme in the Netherlands is effective and safe. The target diseases are largely under control. However, in 2004/2005 a rubella outbreak occurred among individuals who had declined vaccination on religious grounds. Furthermore, there have been incidents of mumps (among vaccinated individuals) and measles (among unvaccinated individuals) in 2004 and 2005. In January 2005 the diphtheria, tetanus, whole-cell pertussis and Haemophilus influenzae vaccine was replaced by a combination vaccine including an acellular pertussis component and subsequently a decrease in adverse events was noticed. From January 2006 onwards, children of hepatitis B antigen-positive mothers will receive an extra vaccination at birth. The National Immunisation Programme could be extended with new target diseases. In April 2006, pneumococcal vaccination for infants will be introduced and to evaluate the effects of vaccination it is desired to enhance the surveillance of invasive pneumococcal disease. The desirability to introduce vaccinations for chickenpox, shingles, human papillomavirus and rotavirus must be considered on the short-term, because of the availability of vaccines for these diseases. To gain insight into the health and economic effects of these vaccinations, cost-effectiveness studies are advised. Due to various reasons, extension of the programme with vaccinations against influenza, hepatitis A, meningococcal serogroup B, respiratory synctial virus and tuberculosis is not yet recommended. Monitoring the effectiveness of the National Immunisation Programme remains important. Maintaining high vaccine uptake is vital to prevent (re)emergence of disease.
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- 2006
13. Het Rijksvaccinatieprogramma nu en in de toekomst: ontwikkelingen in 2005
- Author
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Melker HE de, Leids Universitair Medisch Centrum LUMC/Immunologie, Erasmus MC/iMTA (Universitair Medisch Centrum Rotterdam), CIE, LIS, LTR, PZO, Abbink F, Avoort HGAM van der, Berbers WAM, Binnendijk RS van, Boot HJ, Borgen K, Duynhoven YTHP van, Gerritsen AAM, Greeff SC de, Hahni SJM, Kimman TG, Klein MR, Koopmans MPG, Kremer K, Laar MJW van de, Maas NAT van der, Mangen MJJ, Meijer A, Mooi FR, Mylius SD, Notermans DW, Sande MAB van der, Soolingen D van, Schouls LM, Stolk EA, Wallinga J, Wit GA de, Melker HE de, Leids Universitair Medisch Centrum LUMC/Immunologie, Erasmus MC/iMTA (Universitair Medisch Centrum Rotterdam), CIE, LIS, LTR, PZO, Abbink F, Avoort HGAM van der, Berbers WAM, Binnendijk RS van, Boot HJ, Borgen K, Duynhoven YTHP van, Gerritsen AAM, Greeff SC de, Hahni SJM, Kimman TG, Klein MR, Koopmans MPG, Kremer K, Laar MJW van de, Maas NAT van der, Mangen MJJ, Meijer A, Mooi FR, Mylius SD, Notermans DW, Sande MAB van der, Soolingen D van, Schouls LM, Stolk EA, Wallinga J, and Wit GA de
- Abstract
RIVM rapport:The National Immunisation Programme in the Netherlands is effective and safe. The target diseases are largely under control. However, in 2004/2005 a rubella outbreak occurred among individuals who had declined vaccination on religious grounds. Furthermore, there have been incidents of mumps (among vaccinated individuals) and measles (among unvaccinated individuals) in 2004 and 2005. In January 2005 the diphtheria, tetanus, whole-cell pertussis and Haemophilus influenzae vaccine was replaced by a combination vaccine including an acellular pertussis component and subsequently a decrease in adverse events was noticed. From January 2006 onwards, children of hepatitis B antigen-positive mothers will receive an extra vaccination at birth. The National Immunisation Programme could be extended with new target diseases. In April 2006, pneumococcal vaccination for infants will be introduced and to evaluate the effects of vaccination it is desired to enhance the surveillance of invasive pneumococcal disease. The desirability to introduce vaccinations for chickenpox, shingles, human papillomavirus and rotavirus must be considered on the short-term, because of the availability of vaccines for these diseases. To gain insight into the health and economic effects of these vaccinations, cost-effectiveness studies are advised. Due to various reasons, extension of the programme with vaccinations against influenza, hepatitis A, meningococcal serogroup B, respiratory synctial virus and tuberculosis is not yet recommended. Monitoring the effectiveness of the National Immunisation Programme remains important. Maintaining high vaccine uptake is vital to prevent (re)emergence of disease., Het Rijksvaccinatieprogramma in Nederland is effectief en veilig. De ziekten waartegen momenteel wordt gevaccineerd zijn grotendeels onder controle. In 2004/2005 heerste er echter een rubella epidemie voornamelijk onder personen waarbij vaccinatie was geweigerd op grond van bevindelijk gereformeerde overtuiging. Daarnaast zijn er in 2004 en 2005 incidenten van bof (onder gevaccineerden) en van mazelen (onder niet gevaccineerden) geweest. Per 1 januari 2005 is het difterie, tetanus, poliomyelitis, hele-cel kinkhoest en Haemophilus influenzae vaccin vervangen door een combinatievaccin met een a-cellulaire kinkhoestcomponent en is een daling zichtbaar in het aantal meldingen van postvaccinale verschijnselen. Vanaf 1 januari 2006 zullen kinderen die geboren worden uit moeders die chronisch geinfecteerd zijn met hepatitis B vlak na de geboorte een extra vaccinatie krijgen. Het Rijksvaccinatieprogramma kan met vaccins tegen andere ziekten uitgebreid worden. Vanaf 1 april 2006 zal pneumokokkenvaccinatie voor kinderen ingevoerd worden en om de effecten hiervan te evalueren is uitbreiding van surveillance van invasieve pneumokokken infecties gewenst. De wenselijkheid van opname van vaccinatie tegen waterpokken, gordelroos, humaan papillomavirus en rotavirus moet op korte termijn overwogen worden, gezien de beschikbaarheid van deze vaccins. Om inzicht te krijgen in de gezondheids- en economische effecten van deze vaccinaties is kosten-effectiviteitsonderzoek geindiceerd. Opname in het Rijksvaccinatieprogramma van vaccins tegen influenza, hepatitis A, meningokokken B, respiratoir synctieel virus en tuberculose is om verschillende redenen op korte termijn nog niet aan de orde. Voortdurende bewaking van de effectiviteit van het Rijksvaccinatieprogramma is van groot belang. Handhaven van de hoge vaccinatiegraad is essentieel om terugkeer van ziekten te voorkomen.
- Published
- 2006
14. PRM181 - Development of an Eq-5d Respiratory Bolt-on
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Hoogendoorn, M, Boland, MR, Goossens, LM, Oppe, M, Stolk, EA, and Rutten van-Molken, M
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- 2015
- Full Text
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15. PIH16 INTERNET SURVEY: A NEW AND VALID TOOL TO ESTIMATE THE BURDEN OF OTITIS IN CHILDREN <5 YEARS OLD
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Stolk, EA, primary, Mangen, MJ, additional, Wolleswinkel-van den Bosch, J, additional, and Laplante, S, additional
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- 2007
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16. PHP6 NETWORKING TOWARDS FUNCTIONAL POLICY-TOOLS: CAN CONDITIONAL REIMBURSEMENT OF DRUGS LEAD TO EFFICIENT AND EFFECTIVE DRUG USE?
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Niezen, MGH, primary, De Bont, A, additional, and Stolk, EA, additional
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- 2007
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17. PHP8 THE CHALLENGE OF A LEGITIMATE BUDGET IMPACT RATIONING CRITERION IN DRUG REIMBURSEMENT DECISIONS
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Niezen, MGH, primary, Cohen, JP, additional, Stolk, EA, additional, and Busschbach, JJ, additional
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- 2007
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18. HP2 EVALUATION OF CONDITIONAL REIMBURSEMENT AS A POLICY-INSTRUMENT
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Van der Zwet, MGH Niezen, primary, Stolk, EA, additional, Eyck, A, additional, Niessen, L, additional, and Stoevelaar, HJ, additional
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- 2004
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19. PMW2: THE VALUATION OF ERECTILE DYSFUNCTION: CONVERTING CLINICAL OUTCOMES INTO UTILITIES
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Stolk, EA, primary and Busschbach, JJV, additional
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- 1999
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20. PRS56 - Assessing Copd Patients Burden Of Disease In A Fold-In-Fold-Out Discrete Choice Experiment
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Goossens, LM, Stolk, EA, Donkers, B, Boland, MR, and Rutten-van Mölken, MP
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- 2015
- Full Text
- View/download PDF
21. PRM181 Development of an Eq-5d Respiratory Bolt-on
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Hoogendoorn, M, Boland, MR, Goossens, LM, Oppe, M, Stolk, EA, and Rutten van-Molken, M
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education - Full Text
- View/download PDF
22. PRS56 Assessing Copd Patients Burden Of Disease In A Fold-In-Fold-Out Discrete Choice Experiment
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Goossens, LM, Stolk, EA, Donkers, B, Boland, MR, and Rutten-van Mölken, MP
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- View/download PDF
23. Putting the Choice in Choice Tasks: Incorporating Preference Elicitation Tasks in Health Preference Research.
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Whitty JA, Lancsar E, De Abreu Lourenco R, Howard K, and Stolk EA
- Abstract
Choice-based preference elicitation methods such as the discrete choice experiment (DCE) present hypothetical choices to respondents, with an expectation that these hypothetical choices accurately reflect a 'real world' health-related decision context and that consequently the choice data can be held to be a true representation of the respondent's health or treatment preferences. For this to be the case, careful consideration needs to be given to the format of the choice task in a choice experiment. The overarching aim of this paper is to highlight important aspects to consider when designing and 'setting up' the choice tasks to be presented to respondents in a DCE. This includes the importance of considering the potential impact of format (e.g. choice context, choice set presentation and size) as well as choice set content (e.g. labelled and unlabelled choice sets and inclusion of reference alternatives) and choice questions (stated choice versus additional questions designed to explore complete preference orders) on the preference estimates that are elicited from studies. We endeavoure to instil a holistic approach to choice task design that considers format alongside content, experimental design and analysis., (© 2024. The Author(s), under exclusive licence to Springer Nature Switzerland AG.)
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- 2024
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24. Patient preferences for a guided self-help programme to prevent relapse in anxiety or depression: A discrete choice experiment.
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Muntingh ADT, Hoogendoorn AW, Van Schaik DJF, Van Straten A, Stolk EA, Van Balkom AJLM, and Batelaan NM
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- Adult, Female, Humans, Logistic Models, Male, Middle Aged, Patient Preference, Probability, Recurrence, Self Report, Surveys and Questionnaires, Young Adult, Anxiety psychology, Choice Behavior, Depression psychology, Secondary Prevention
- Abstract
Background: Anxiety and depressive disorders are increasingly being viewed as chronic conditions with fluctuating symptom levels. Relapse prevention programmes are needed to increase self-management and prevent relapse. Fine-tuning relapse prevention programmes to the needs of patients may increase uptake and effectiveness., Materials and Methods: A discrete choice experiment (DCE) was conducted amongst patients with a partially or fully remitted anxiety or depressive disorder. Patients were presented 20 choice tasks with two hypothetical treatment scenarios for relapse prevention, plus a "no treatment" option. Each treatment scenario was based on seven attributes of a hypothetical but realistic relapse prevention programme. Attributes considered professional contact frequency, treatment type, delivery mode, programme flexibility, a personal relapse prevention plan, time investment and effectiveness. Choice models were estimated to analyse the data., Results: A total of 109 patients with a partially or fully remitted anxiety or depressive disorder completed the DCE. Attributes with the strongest impact on choice were high effectiveness, regular contact with a professional, low time investment and the inclusion of a personal prevention plan. A high heterogeneity in preferences was observed, related to both clinical and demographic characteristics: for example, a higher number of previous treatment episodes was related to a preference for a higher frequency of contact with a professional, while younger age was related to a stronger preference for high effectiveness., Conclusions: This study using a DCE provides insights into preferences for a relapse prevention programme for anxiety and depressive disorders that can be used to guide the development of such a programme., Competing Interests: The authors have declared that no competing interests exist.
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- 2019
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25. Exploring the Impact of Adding a Respiratory Dimension to the EQ-5D-5L.
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Hoogendoorn M, Oppe M, Boland MRS, Goossens LMA, Stolk EA, and Rutten-van Mölken MPMH
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- Adult, Female, Humans, Lung Diseases classification, Male, Middle Aged, Multivariate Analysis, Pilot Projects, Surveys and Questionnaires, Health Status, Lung Diseases psychology, Quality of Life psychology
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Objectives. To evaluate the impact of adding a respiratory dimension (a bolt-on dimension) to the EQ-5D-5L health state valuations. Methods. Based on extensive regression and principal component analyses, 2 respiratory bolt-on candidates were formulated: R1, limitations in physical activities due to shortness of breath, and R2, breathing problems. Valuation interviews for the selected bolt-ons were performed with a representative sample from the Dutch general public using the standardized interview protocol and software of the EuroQol group. Hybrid models based on the combined time-tradeoff (TTO) and discrete choice experiment (DCE) data were estimated to assess whether the 5 levels of the respiratory bolt-on led to significant changes in utility values. Results. For each bolt-on candidate, slightly more than 200 valuation interviews were conducted. Mean TTO values and DCE choice probabilities for health states with a level 4 or 5 for the respiratory dimension were significantly lower compared with the same health states in the Dutch EQ-5D-5L valuation study without the respiratory dimension. Results of hybrid models showed that for the bolt-on "limitations in physical activities," the utility decrements were significant for level 3 (-0.055), level 4 (-0.087), and level 5 (-0.135). For "breathing problems," the utility decrements for the same levels were greater (-0.086, -0.219, and -0.327, respectively). Conclusions. The addition of each of the 2 respiratory bolt-ons to the EQ-5D-5L had a significant effect on the valuation of health states with severe levels for the bolt-on. The bolt-on dimension "breathing problems" showed the greatest utility decrements and therefore seems the most appropriate respiratory bolt-on dimension.
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- 2019
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26. The Fold-in, Fold-out Design for DCE Choice Tasks: Application to Burden of Disease.
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Goossens LMA, Jonker MF, Rutten-van Mölken MPMH, Boland MRS, Slok AHM, Salomé PL, van Schayck OCP, In 't Veen JCCM, Stolk EA, and Donkers B
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- Humans, Pulmonary Disease, Chronic Obstructive psychology, Research Design trends, Systems Analysis, Cost of Illness, Pulmonary Disease, Chronic Obstructive complications, Surveys and Questionnaires standards
- Abstract
Background In discrete-choice experiments (DCEs), choice alternatives are described by attributes. The importance of each attribute can be quantified by analyzing respondents' choices. Estimates are valid only if alternatives are defined comprehensively, but choice tasks can become too difficult for respondents if too many attributes are included. Several solutions for this dilemma have been proposed, but these have practical or theoretical drawbacks and cannot be applied in all settings. The objective of the current article is to demonstrate an alternative solution, the fold-in, fold-out approach (FiFo). We use a motivating example, the ABC Index for burden of disease in chronic obstructive pulmonary disease (COPD). Methods Under FiFo, all attributes are part of all choice sets, but they are grouped into domains. These are either folded in (all attributes have the same level) or folded out (levels may differ). FiFo was applied to the valuation of the ABC Index, which included 15 attributes. The data were analyzed in Bayesian mixed logit regression, with additional parameters to account for increased complexity in folded-out questionnaires and potential differences in weight due to the folding status of domains. As a comparison, a model without the additional parameters was estimated. Results Folding out domains led to increased choice complexity for respondents. It also gave domains more weight than when it was folded in. The more complex regression model had a better fit to the data than the simpler model. Not accounting for choice complexity in the models resulted in a substantially different ABC Index. Conclusion Using a combination of folded-in and folded-out attributes is a feasible approach for conducting DCEs with many attributes.
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- 2019
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27. Attribute level overlap (and color coding) can reduce task complexity, improve choice consistency, and decrease the dropout rate in discrete choice experiments.
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Jonker MF, Donkers B, de Bekker-Grob E, and Stolk EA
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- Adult, Female, Humans, Male, Middle Aged, Surveys and Questionnaires, Choice Behavior, Patient Dropouts statistics & numerical data, Patient Preference
- Abstract
A randomized controlled discrete choice experiment (DCE) with 3,320 participating respondents was used to investigate the individual and combined impact of level overlap and color coding on task complexity, choice consistency, survey satisfaction scores, and dropout rates. The systematic differences between the study arms allowed for a direct comparison of dropout rates and cognitive debriefing scores and accommodated the quantitative comparison of respondents' choice consistency using a heteroskedastic mixed logit model. Our results indicate that the introduction of level overlap made it significantly easier for respondents to identify the differences and choose between the choice options. As a stand-alone design strategy, attribute level overlap reduced the dropout rate by 30%, increased the level of choice consistency by 30%, and avoided learning effects in the initial choice tasks of the DCE. The combination of level overlap and color coding was even more effective: It reduced the dropout rate by 40% to 50% and increased the level of choice consistency by more than 60%. Hence, we can recommend attribute level overlap, with color coding to amplify its impact, as a standard design strategy in DCEs., (© 2018 The Authors Health Economics Published by John Wiley & Sons Ltd.)
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- 2019
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28. Advocating a Paradigm Shift in Health-State Valuations: The Estimation of Time-Preference Corrected QALY Tariffs.
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Jonker MF, Donkers B, de Bekker-Grob EW, and Stolk EA
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- Choice Behavior, Cost-Benefit Analysis, Female, Humans, Male, Middle Aged, Psychometrics instrumentation, Psychometrics methods, Quality of Life psychology, Quality-Adjusted Life Years, Risk Assessment methods, Surveys and Questionnaires, Health Status, Risk Assessment standards
- Abstract
Background: Despite evidence of nonproportional trade-offs in time trade-off exercises and the explicit incorporation of exponential discounting in health technology assessment calculations, quality-adjusted life-year (QALY) tariffs are currently still established under the assumption of linear time preferences., Objectives: The aim of this study was to introduce a general method of accommodating for nonlinear time preferences in discrete choice experiment (DCE) duration studies and to evaluate its impact on estimated QALY tariffs., Methods: A parsimonious utility function is proposed that accommodates any discounting function and preserves linear time preferences as a special case. Based on an efficient DCE design and 1775 respondents from a nationally representative scientific household panel, preferences and QALY tariffs for the Dutch SF-6D were estimated while accommodating for nonlinear time preferences via exponential and hyperbolic discounting functions., Results: When the discount rate was estimated directly, we found strong evidence of nonlinear time preferences (with an exponential and hyperbolic discount rate of 5.7% and 16.5%, respectively). When the discount rate was estimated as a function of health state severity, we found that years lived in better health states are discounted minus years lived in impaired health states. Finally, the best statistical fit was obtained when using a hyperbolic discount function, which resulted in smaller QALY decrements and fewer health states classified as worse than immediate death., Conclusions: Our results highlight the relevance and even necessity of a paradigm shift in health valuation studies in favor of time-preference corrected QALY tariffs, with potentially important implications for health technology assessment calculations and regulatory decisions., (Copyright © 2018 ISPOR–The Professional Society for Health Economics and Outcomes Research. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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29. Effect of Level Overlap and Color Coding on Attribute Non-Attendance in Discrete Choice Experiments.
- Author
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Jonker MF, Donkers B, de Bekker-Grob EW, and Stolk EA
- Subjects
- Humans, Logistic Models, Netherlands, Photic Stimulation, Attention, Choice Behavior, Color, Color Perception, Computer Graphics, Health Status, Health Status Indicators, Surveys and Questionnaires
- Abstract
Objective: The aim of this study was to test the hypothesis that level overlap and color coding can mitigate or even preclude the occurrence of attribute nonattendance in discrete choice experiments., Methods: A randomized controlled experiment with five experimental study arms was designed to investigate the independent and combined impact of level overlap and color coding on respondents' attribute nonattendance. The systematic differences between the study arms allowed for a direct comparison of observed dropout rates and estimates of the average number of attributes attended to by respondents, which were obtained by using augmented mixed logit models that explicitly incorporated attribute non-attendance., Results: In the base-case study arm without level overlap or color coding, the observed dropout rate was 14%, and respondents attended, on average, only two out of five attributes. The independent introduction of both level overlap and color coding reduced the dropout rate to 10% and increased attribute attendance to three attributes. The combination of level overlap and color coding, however, was most effective: it reduced the dropout rate to 8% and improved attribute attendance to four out of five attributes. The latter essentially removes the need to explicitly accommodate for attribute non-attendance when analyzing the choice data., Conclusions: On the basis of the presented results, the use of level overlap and color coding are recommendable strategies to reduce the dropout rate and improve attribute attendance in discrete choice experiments., (Copyright © 2018 International Society for Pharmacoeconomics and Outcomes Research (ISPOR). Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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30. Choice Defines Value: A Predictive Modeling Competition in Health Preference Research.
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Jakubczyk M, Craig BM, Barra M, Groothuis-Oudshoorn CGM, Hartman JD, Huynh E, Ramos-Goñi JM, Stolk EA, and Rand K
- Subjects
- Competitive Behavior, Crowdsourcing, Humans, Models, Statistical, Quality-Adjusted Life Years, Choice Behavior, Health Status, Longevity, Patient Preference psychology
- Abstract
Objective: To identify which specifications and approaches to model selection better predict health preferences, the International Academy of Health Preference Research (IAHPR) hosted a predictive modeling competition including 18 teams from around the world., Methods: In April 2016, an exploratory survey was fielded: 4074 US respondents completed 20 out of 1560 paired comparisons by choosing between two health descriptions (e.g., longer life span vs. better health). The exploratory data were distributed to all teams. By July, eight teams had submitted their predictions for 1600 additional pairs and described their analytical approach. After these predictions had been posted online, a confirmatory survey was fielded (4148 additional respondents)., Results: The victorious team, "Discreetly Charming Econometricians," led by Michał Jakubczyk, achieved the smallest χ
2 , 4391.54 (a predefined criterion). Its primary scientific findings were that different models performed better with different pairs, that the value of life span is not constant proportional, and that logit models have poor predictive validity in health valuation., Conclusions: The results demonstrated the diversity and potential of new analytical approaches in health preference research and highlighted the importance of predictive validity in health valuation., (Copyright © 2018 International Society for Pharmacoeconomics and Outcomes Research (ISPOR). Published by Elsevier Inc. All rights reserved.)- Published
- 2018
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31. ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs.
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Goossens LMA, Rutten-van Mölken MPMH, Boland MRS, Donkers B, Jonker MF, Slok AHM, Salomé PL, van Schayck OCP, In 't Veen JCCM, and Stolk EA
- Subjects
- Adult, Aged, Bayes Theorem, Delivery of Health Care statistics & numerical data, Disease Progression, Female, Health Care Costs trends, Humans, Male, Middle Aged, Netherlands, Prognosis, Quality of Life, Regression Analysis, Surveys and Questionnaires, Cost of Illness, Pulmonary Disease, Chronic Obstructive physiopathology, Pulmonary Disease, Chronic Obstructive psychology, Severity of Illness Index
- Abstract
Objective: The Assessment of Burden of COPD (ABC) tool supports shared decision making between patient and caregiver. It includes a coloured balloon diagram to visualise patients' scores on burden indicators. We aim to determine the importance of each indicator from a patient perspective, in order to calculate a weighted index score and investigate whether that score is predictive of costs., Design: Discrete choice experiment., Setting and Participants: Primary care and secondary care in the Netherlands. 282 patients with chronic obstructive pulmonary disease (COPD) and 252 members of the general public participated., Methods: Respondents received 14 choice questions and indicated which of two health states was more severe. Health states were described in terms of specific symptoms, limitations in physical, daily and social activities, mental problems, fatigue and exacerbations, most of which had three levels of severity. Weights for each item-level combination were derived from a Bayesian mixed logit model. Weights were rescaled to construct an index score from 0 (best) to 100 (worst). Regression models were used to find a classification of this index score in mild, moderate and severe that was discriminative in terms of healthcare costs., Results: Fatigue, limitations in moderate physical activities, number of exacerbations, dyspnoea at rest and fear of breathing getting worse contributed most to the burden of disease. Patients assigned less weight to dyspnoea during exercise, listlessness and limitations with regard to strenuous activities. Respondents from the general public mostly agreed. Mild, moderate and severe burden of disease were defined as scores <20, 20-39 and ≥40. This categorisation was most predictive of healthcare utilisation and annual costs: €1368, €2510 and €9885, respectively., Conclusions: The ABC I ndex is a new index score for the burden of COPD, which is based on patients' preferences. The classification of the index score into mild, moderate and severe is predictive of future healthcare costs., Trial Registration Number: NTR3788; Post-results., Competing Interests: Competing interests: None declared., (© Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted.)
- Published
- 2017
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32. Are Health State Valuations from the General Public Biased? A Test of Health State Reference Dependency Using Self-assessed Health and an Efficient Discrete Choice Experiment.
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Jonker MF, Attema AE, Donkers B, Stolk EA, and Versteegh MM
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- Adolescent, Adult, Aged, Aged, 80 and over, Bayes Theorem, Female, Humans, Male, Middle Aged, Models, Statistical, Netherlands, Self Report, Young Adult, Attitude to Health, Health Status, Patient Preference, Public Opinion
- Abstract
Health state valuations of patients and non-patients are not the same, whereas health state values obtained from general population samples are a weighted average of both. The latter constitutes an often-overlooked source of bias. This study investigates the resulting bias and tests for the impact of reference dependency on health state valuations using an efficient discrete choice experiment administered to a Dutch nationally representative sample of 788 respondents. A Bayesian discrete choice experiment design consisting of eight sets of 24 (matched pairwise) choice tasks was developed, with each set providing full identification of the included parameters. Mixed logit models were used to estimate health state preferences with respondents' own health included as an additional predictor. Our results indicate that respondents with impaired health worse than or equal to the health state levels under evaluation have approximately 30% smaller health state decrements. This confirms that reference dependency can be observed in general population samples and affirms the relevance of prospect theory in health state valuations. At the same time, the limited number of respondents with severe health impairments does not appear to bias social tariffs as obtained from general population samples. Copyright © 2016 John Wiley & Sons, Ltd., (Copyright © 2016 John Wiley & Sons, Ltd.)
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- 2017
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33. Head-to-head comparison of health-state values derived by a probabilistic choice model and scores on a visual analogue scale.
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Krabbe PFM, Stolk EA, Devlin NJ, Xie F, Quik EH, and Pickard AS
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- Canada, Decision Making, Female, Humans, Male, Netherlands, Quality of Life, Surveys and Questionnaires, United Kingdom, Health Status, Models, Theoretical, Visual Analog Scale
- Abstract
Background: Health states were quantified based on discrete choice (DC) modeling and visual analogue scale (VAS) values using the five-level version of the EQ-5D (EQ-5D-5L). The aim of this study was to determine the extent of the relationship between DC derived values (indirect method) and VAS values (direct method)., Methods: Data were collected in Canada, the United Kingdom, the Netherlands, and the United States. Respondents were asked to perform paired comparisons between two EQ-5D-5L health states for DC. In total, 400 different EQ-5D-5L states were included. After each DC task, respondents were prompted to score the two states one after another on a VAS. Intraclass correlation coefficients were calculated between DC and VAS values and illuminating graphs were designed., Results: Approximately 400 respondents participated from each country. High similarity [individual intraclass correlation coefficients (ICC) >0.85] of DC and moderate correspondence of VAS values were observed for the four countries. Cross-country comparison of DC values shows a nonlinear relationship to the VAS values., Conclusion: EQ-5D-5L derived DC and VAS values show a close but nonlinear relationship. Given the obvious biases associated with the VAS, DC methods based on ordinal responses may be a better alternative.
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- 2017
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34. Health Valuation: Demonstrating the Value of Health and Lifespan.
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Stolk EA, Craig BM, Mulhern B, and Brown DS
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- Humans, Quality-Adjusted Life Years, Surveys and Questionnaires, Health Status, Longevity, Patient Preference psychology, Patient Preference statistics & numerical data, Patient Satisfaction statistics & numerical data, Quality of Health Care statistics & numerical data
- Published
- 2017
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35. Doctors' preferences in de-escalating DMARDs in rheumatoid arthritis: a discrete choice experiment.
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Kuijper TM, Folmer R, Stolk EA, Hazes JMW, and Luime JJ
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- Adult, Arthritis, Rheumatoid diagnosis, Arthritis, Rheumatoid epidemiology, Female, Humans, Male, Middle Aged, Netherlands epidemiology, Surveys and Questionnaires, Antirheumatic Agents therapeutic use, Arthritis, Rheumatoid drug therapy, Choice Behavior, Clinical Decision-Making methods, Physician's Role, Rheumatologists
- Abstract
Background: Current guidelines suggest reduction of DMARDs can be considered in RA patients in remission. Objectives were (1) to estimate the relative importance of patient characteristics rheumatologists consider in their decision to de-escalate (2) to assess whether heterogeneity exists among rheumatologists with respect to de-escalation and (3) to identify the preferred de-escalation strategy., Methods: A discrete choice experiment (DCE) was conducted. All rheumatologists and trainees in The Netherlands were invited to participate. A conditional logit model was estimated to assess overall preference for de-escalation and its determinants. Heterogeneity was estimated by latent class analysis., Results: The DCE questionnaire was completed by 156 doctors. This questionnaire was constructed using the results of semi-structured interviews with 12 rheumatologists that identified five patient characteristics relevant for de-escalation: number of swollen joints (SJC), presence of DAS remission/low disease activity (LDA), patient history, duration of remission/LDA and patient willingness to de-escalate DMARDs. Overall SJC and patient history were most important. Latent class analysis revealed five subgroups of doctors, showing differences regarding willingness to de-escalate and relative importance of patient characteristics. De-escalation of the TNF inhibitor rather than methotrexate first was the most preferred strategy., Conclusions: Rheumatologists are not uniform in their decision on whom to de-escalate. Differences emerged in which characteristics they traded off resulting in five subgroups: those that taper (1) always, (2) in absence of swollen joints, (3) in absence of swollen joints and presence of favorable patient history, (4) in DAS remission and favorable patient history, and (5) taking into account all factors.
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- 2017
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36. EQ-5D in Central and Eastern Europe: 2000-2015.
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Rencz F, Gulácsi L, Drummond M, Golicki D, Prevolnik Rupel V, Simon J, Stolk EA, Brodszky V, Baji P, Závada J, Petrova G, Rotar A, and Péntek M
- Subjects
- Cost-Benefit Analysis, Europe, History, 21st Century, Humans, Male, Quality-Adjusted Life Years, Surveys and Questionnaires, Quality of Life psychology
- Abstract
Objective: Cost per quality-adjusted life year data are required for reimbursement decisions in many Central and Eastern European (CEE) countries. EQ-5D is by far the most commonly used instrument to generate utility values in CEE. This study aims to systematically review the literature on EQ-5D from eight CEE countries., Methods: An electronic database search was performed up to 1 July 2015 to identify original EQ-5D studies from the countries of interest. We analysed the use of EQ-5D with respect to clinical areas, methodological rigor, population norms and value sets., Results: We identified 143 studies providing 152 country-specific results with a total sample size of 81,619: Austria (n = 11), Bulgaria (n = 6), Czech Republic (n = 18), Hungary (n = 47), Poland (n = 51), Romania (n = 2), Slovakia (n = 3) and Slovenia (n = 14). Cardiovascular (21 %), neurologic (17 %), musculoskeletal (15 %) and endocrine, nutritional and metabolic diseases (13 %) were the most frequently studied clinical areas. Overall, 112 (78 %) of the studies reported EQ VAS results and 86 (60 %) EQ-5D index scores, of which 27 (31 %) did not specify the applied tariff. Hungary, Poland and Slovenia have population norms. Poland and Slovenia also have a national value set., Conclusions: Increasing use of EQ-5D is observed throughout CEE. The spread of health technology assessment activities in countries seems to be reflected in the number of EQ-5D studies. However, improvement in informed use and methodological quality of reporting is needed. In jurisdictions where no national value set is available, in order to ensure comparability we recommend to apply the most frequently used UK tariff. Regional collaboration between CEE countries should be strengthened.
- Published
- 2016
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37. Cost-effectiveness of the 'Walcheren Integrated Care Model' intervention for community-dwelling frail elderly.
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Looman WM, Huijsman R, Bouwmans-Frijters CA, Stolk EA, and Fabbricotti IN
- Subjects
- Activities of Daily Living, Aged, Aged, 80 and over, Cost-Benefit Analysis, Delivery of Health Care, Integrated methods, Female, Health Care Costs, Humans, Male, Netherlands, Quality of Life, Quality-Adjusted Life Years, Surveys and Questionnaires, Delivery of Health Care, Integrated economics, Frail Elderly, Independent Living
- Abstract
Background: An important aim of integrated care for frail elderly is to generate more cost-effective health care. However, empirical research on the cost-effectiveness of integrated care for community-dwelling frail elderly is limited., Objective: This study reports on the cost-effectiveness of the Walcheren Integrated Care Model (WICM) after 12 months from a societal perspective., Methods: The design of this study was quasi-experimental. In total, 184 frail elderly patients from 3 GP practices that implemented the WICM were compared with 193 frail elderly patients of 5 GP practices that provided care as usual. Effects were determined by health-related quality of life (EQ-5D questionnaire). Costs were assessed based on questionnaires, GP files, time registrations and reports from multidisciplinary meetings. Average costs and effects were compared using t-tests. The incremental cost-effectiveness ratio (ICER) was calculated, and bootstrap methods were used to determine its reliability., Results: Neither the WICM nor care as usual resulted in a change in health-related quality of life. The average total costs of the WICM were higher than care as usual (17089 euros versus 15189 euros). The incremental effects were 0.00, whereas the incremental costs were 1970 euros, indicating an ICER of 412450 euros., Conclusions: The WICM is not cost-effective, and the costs per quality-adjusted life year are high. The costs of the integrated care intervention do not outweigh the limited effects on health-related quality of life after 12 months. More analyses of the cost-effectiveness of integrated care for community-dwelling frail elderly are recommended as well as consideration of the specific costs and effects., (© The Author 2016. Published by Oxford University Press.)
- Published
- 2016
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38. Patient and physician preferences for oral pharmacotherapy for overactive bladder: two discrete choice experiments.
- Author
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Heisen M, Baeten SA, Verheggen BG, Stoelzel M, Hakimi Z, Ridder A, van Maanen R, and Stolk EA
- Subjects
- Adult, Aged, Attitude of Health Personnel, Choice Behavior, Constipation chemically induced, Decision Making, Europe, Female, Gynecology methods, Humans, Logistic Models, Male, Middle Aged, Patient Participation, Physicians, Risk, Urinary Incontinence, Urology methods, Muscarinic Antagonists adverse effects, Patient Preference, Urinary Bladder, Overactive drug therapy
- Abstract
Objective: We examined patient and treating physician (general practitioners, urologists, and [uro]gynecologists) preferences for oral pharmacotherapy (antimuscarinics and beta-3 adrenoceptor agonists) for overactive bladder to gain a deeper understanding of which attributes drive their treatment decision-making and to quantify to what extent., Research Design and Methods: Two separate discrete choice experiments were developed and validated using the input of patients and physicians. The patient experiment contained the following attributes: micturition frequency, incontinence, nocturia, urgency, dry mouth, constipation, increased heart rate, and increased blood pressure. The physician experiment contained two additional attributes: coping and atrial fibrillation. Both were fielded in five European countries. To allow for preference heterogeneity, utility functions were estimated using a mixed multinomial logit model., Results: A total of 442 patient and 318 physician responses were analyzed. Patients ranked the attributes based on their largest potential impact on treatment value as follows: incontinence, nocturia, risk of an increased heart rate, urgency, frequency, risk of increased blood pressure, risk of constipation, and risk of dry mouth; and physicians as follows: incontinence, urgency, nocturia, frequency, risk of dry mouth, coping, risk of increased heart rate, risk of increased blood pressure, risk of atrial fibrillation, and risk of constipation. CONCLUSION AND LIMITATIONS: In their valuations, physicians put more emphasis on increasing benefits, whereas patients put more emphasis on limiting risks of side effects. Another contrast that emerged was that patients' valuations of side effects were found to be fairly insensitive to the presented risk levels (with the exception of risk of dry mouth), whereas physicians' evaluated all side effects in a risk-level dependent manner. The obtained utility functions can be used to predict whether, to what extent, and for which reasons patients and physicians would choose one oral pharmacotherapy over another, as well as to advance shared decision-making.
- Published
- 2016
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39. What Influences Patients' Decisions When Choosing a Health Care Provider? Measuring Preferences of Patients with Knee Arthrosis, Chronic Depression, or Alzheimer's Disease, Using Discrete Choice Experiments.
- Author
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Groenewoud S, Van Exel NJ, Bobinac A, Berg M, Huijsman R, and Stolk EA
- Subjects
- Adult, Aged, Aged, 80 and over, Chronic Disease, Communication, Continuity of Patient Care, Decision Making, Female, Health Services Accessibility, Health Services Research, Humans, Male, Middle Aged, Netherlands, Patient Safety, Patient-Centered Care, Professional-Patient Relations, Severity of Illness Index, Socioeconomic Factors, Time Factors, Waiting Lists, Alzheimer Disease psychology, Choice Behavior, Depressive Disorder psychology, Health Personnel, Osteoarthritis, Knee psychology, Patient Preference psychology
- Abstract
Objective: To investigate what influences patients' health care decisions and what the implications are for the provision of information on the quality of health care providers to patients., Data Sources/study Setting: Dutch patient samples between November 2006 and February 2007., Study Design: Discrete choice experiments were conducted in three patient groups to explore what influences choice for health care providers., Data Collection: Data were obtained from 616 patients with knee arthrosis, 368 patients with chronic depression, and 421 representatives of patients with Alzheimer's disease., Principal Findings: The three patients groups chose health care providers on a different basis. The most valued attributes were effectiveness and safety (knee arthrosis); continuity of care and relationship with the therapist (chronic depression); and expertise (Alzheimer's disease). Preferences differed between subgroups, mainly in relation to patients' choice profiles, severity of disease, and some background characteristics., Conclusions: This study showed that there is substantial room for (quality) information about health care providers in patients' decision processes. This information should be tailor-made, targeting specific patient segments, because different actors and factors play a part in their search and selection process., (© Health Research and Educational Trust.)
- Published
- 2015
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40. Perspectives of Clinicians Involved in the RESTART-Study: Outcomes of a Focus Group.
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de Sonneville-Koedoot C, Adams SA, Stolk EA, and Franken MC
- Subjects
- Adult, Child, Preschool, Female, Humans, Middle Aged, Netherlands, Stuttering diagnosis, Attitude of Health Personnel, Early Intervention, Educational, Focus Groups, Language Therapy methods, Speech-Language Pathology, Stuttering therapy
- Abstract
Purpose: The purpose of this study was to explore the attitudes and beliefs of speech-language pathologists (SLPs) with regard to the Lidcombe Program and Demands and Capacities-based treatment and to examine how these attitudes and beliefs might have changed as a result of participating in the RESTART-study., Method: A focus group meeting with 13 SLPs was organized. The discussion was structured using questions on therapy preference, attitudes about and explicit comparison of both treatments and treatment manuals, and learnings of trial participation., Results: Four main themes were identified. First, a change in attitude toward treatment choice was observed. Second, this change was related to a change in beliefs about the potential of both treatments. Third, aspects of the treatments regarded as success factors were considered. Last, learning outcomes and increased professionalism as a result of participating in the RESTART-trial were discussed., Conclusions: This study showed how attitudes and beliefs of SLPs with regard to the Lidcombe Program and Demands and Capacities-based treatment evolved during a randomized trial. This work increases our understanding of the role of attitudes and beliefs in the uptake and utilization of therapies and demonstrates the importance of collecting qualitative data. Results and recommendations should prove of value in implementing the RESTART-trial results and in training SLPs.
- Published
- 2015
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41. Sample Size Requirements for Discrete-Choice Experiments in Healthcare: a Practical Guide.
- Author
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de Bekker-Grob EW, Donkers B, Jonker MF, and Stolk EA
- Subjects
- Choice Behavior, Health Services Research organization & administration, Health Services Research standards, Humans, MEDLINE, Models, Statistical, Health Services Research statistics & numerical data, Patient Preference statistics & numerical data, Research Design statistics & numerical data, Sample Size
- Abstract
Discrete-choice experiments (DCEs) have become a commonly used instrument in health economics and patient-preference analysis, addressing a wide range of policy questions. An important question when setting up a DCE is the size of the sample needed to answer the research question of interest. Although theory exists as to the calculation of sample size requirements for stated choice data, it does not address the issue of minimum sample size requirements in terms of the statistical power of hypothesis tests on the estimated coefficients. The purpose of this paper is threefold: (1) to provide insight into whether and how researchers have dealt with sample size calculations for healthcare-related DCE studies; (2) to introduce and explain the required sample size for parameter estimates in DCEs; and (3) to provide a step-by-step guide for the calculation of the minimum sample size requirements for DCEs in health care.
- Published
- 2015
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42. Health-related quality of life of preschool children who stutter.
- Author
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de Sonneville-Koedoot C, Stolk EA, Raat H, Bouwmans-Frijters C, and Franken MC
- Subjects
- Case-Control Studies, Child, Child, Preschool, Female, Humans, Male, Netherlands, Severity of Illness Index, Surveys and Questionnaires, Health Status, Quality of Life psychology, Stuttering psychology
- Abstract
Purpose: The purpose of this study is to compare the health-related quality of life (HrQoL) of preschool children who stutter (CWS) and a reference population of children who do not stutter, and to evaluate the association between stuttering severity and HrQoL., Methods: Baseline data were used from 197 children participating in a multicenter Randomized Clinical Trial in the Netherlands. Information on stuttering severity and time since onset (TSO) of stuttering was obtained from the baseline evaluation by speech- and language therapists. Stuttering severity was measured using the SSI-3. HrQoL was assessed using proxy versions of two Child Health Questionnaires (ITQOL-97 and CHQ-PF28), the Health Utility Index 3 (HUI3) and the EuroQoL EQ-VAS (EQ-VAS)., Results: While the outcomes on the EQ-VAS and the HUI3 showed that the HrQoL of CWS is slightly poorer than that of the Dutch reference population, results on the different dimensions of the CHQ-instruments did not reveal any difference in scores between stuttering children and reference groups. Within the group of CWS, two ITQOL-97 and four CHQ-PF28 scales showed statistically different scores for children in different SSI stuttering severity or TSO categories. However, the effect sizes showed that these differences were so small that they could be considered negligible., Conclusion: The results of this study do not reveal a diminished HrQoL for preschool CWS. Future research should include a larger cohort of children with severe stuttering, study the longitudinal course of HrQoL and incorporate additional parameters such as the characteristics of the child and his environment., Educational Objectives: The reader will be able to: (a) summarize the current evidence base on HrQoL in people who stutter; (b) describe the HrQoL of preschool CWS on different HrQoL measures; (c) describe the relationship between stuttering severity and HrQoL in preschool CWS., (Copyright © 2014 Elsevier Inc. All rights reserved.)
- Published
- 2014
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43. Multinational evidence of the applicability and robustness of discrete choice modeling for deriving EQ-5D-5L health-state values.
- Author
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Krabbe PF, Devlin NJ, Stolk EA, Shah KK, Oppe M, van Hout B, Quik EH, Pickard AS, and Xie F
- Subjects
- Adolescent, Adult, Aged, Bayes Theorem, Canada epidemiology, England epidemiology, Female, Humans, Male, Middle Aged, Models, Psychological, Netherlands epidemiology, Patient Preference statistics & numerical data, United States epidemiology, Young Adult, Choice Behavior, Health Status Indicators, Patient Preference psychology
- Abstract
Aims: To investigate the feasibility of discrete choice experiments for valuing EQ-5D-5L states using computer-based data collection, the consistency of the estimated regression coefficients produced after modeling the preference data, and to examine the similarity of the values derived across countries., Methods: Data were collected in Canada, England, The Netherlands, and the United States (US). Interactive software was developed to standardize the format of the choice tasks across countries, except for face-to-face interviewing in England. The choice task required respondents to choose between 2 suboptimal health states. A Bayesian design was used to generate 200 pairs of states that were randomly grouped into 20 blocks. Each respondent completed 1 block of 10 pairs. A main-effects probit model was used to estimate regression coefficients and to derive values., Results: Approximately 400 respondents participated from each country. The mean time to perform 1 choice task was between 29.2 (US) and 45.2 (England) seconds. All regression coefficients were statistically significant, except level 2 for Usual Activities in The Netherlands (P=0.51). Predictions for the complete set of 3125 EQ-5D-5L health states were similar for the 4 countries. Intraclass correlation coefficients between the countries were high: from 0.80 (England vs. US) through 0.98 (Canada vs., Us) Conclusions: Derivation of value sets from the general population using computer-based choice tasks for the EQ-5D-5L is feasible. Parameter estimates were generally consistent and logical, and health-state values were similar across the 4 countries.
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- 2014
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44. Quality of life instruments for economic evaluations in health and social care for older people: a systematic review.
- Author
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Makai P, Brouwer WB, Koopmanschap MA, Stolk EA, and Nieboer AP
- Subjects
- Aged, Humans, Long-Term Care, Reproducibility of Results, Health Services for the Aged economics, Quality of Life, Social Welfare economics, Surveys and Questionnaires
- Abstract
Gaining health may not be the main goal of healthcare services aimed at older people, which may (also) seek to improve wellbeing. This emphasizes the need of finding appropriate outcome measures for economic evaluation of such services, particularly in long-term care, capturing more than only health-related quality of life (HrQol). This review assesses the usefulness of HrQol and wellbeing instruments for economic evaluations specifically aimed at older people, focusing on generic and preference-based questionnaires measuring wellbeing in particular. We systematically searched six databases and extracted instruments used to assess HrQol and wellbeing outcomes. Instruments were compared based on their usefulness for economic evaluation of services aimed at older people (dimensions measured, availability of utility scores, extent of validation). We identified 487 articles using 34 generic instruments: 22 wellbeing (two of which were preference-based) and 11 HrQol instruments. While standard HrQol instruments measure physical, social and psychological dimensions, wellbeing instruments contain additional dimensions such as purpose in life and achievement, security, and freedom. We found four promising wellbeing instruments for inclusion in economic evaluation: Ferrans and Powers QLI and the WHO-Qol OLD, ICECAP-O and the ASCOT. Ferrans and Powers QLI and the WHO-Qol OLD are widely validated but lack preference-weights while for ICECAP-O and the ASCOT preference-weights are available, but are less widely validated. Until preference-weights are available for the first two instruments, the ICECAP-O and the ASCOT currently appear to be the most useful instruments for economic evaluations in services aimed at older people. Their limitations are that (1) health dimensions may be captured only partially and (2) the instruments require further validation. Therefore, we currently recommend using the ICECAP-O or the ASCOT alongside the EQ-5D or SF-6D when evaluating interventions aimed at older people., (Copyright © 2013 Elsevier Ltd. All rights reserved.)
- Published
- 2014
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45. The effects of lead time and visual aids in TTO valuation: a study of the EQ-VT framework.
- Author
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Luo N, Li M, Stolk EA, and Devlin NJ
- Subjects
- Adult, Audiovisual Aids, China, Educational Status, Female, Humans, Male, Pilot Projects, Singapore, Surveys and Questionnaires, Time Factors, Value of Life, Health Status, Quality of Life psychology
- Abstract
Background: The effect of lead time in time trade-off (TTO) valuation is not well understood. The purpose of this study was to investigate the effects on health-state valuation of the length of lead time and the way the lead-time TTO task is displayed visually., Methods: Using two general population samples, we compared three lead-time TTO variants: 10 years of lead time in full health preceding 5 years of unhealthy time (standard); 5 years of lead time preceding 5 years of unhealthy time (experimental); and 10 years of lead time and 5 years of unhealthy time, presented with a visual aid to highlight the point where the lead time ends (experimental). Participants were randomized to receive one of the lead-time variants, as administered by a computer software program., Results: Health-state values generated by TTO valuation tasks using a longer lead time were slightly lower than those generated by tasks using a shorter lead time. When lead time and unhealthy time were presented with visual aids highlighting the difference between the lead time and unhealthy time, respondents spent more time considering health states with a value close to 0., Conclusions: Different lead-time time trade-off variants should be carefully studied in order to achieve the best measurement of health-state values using this new method.
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- 2013
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46. Introducing the composite time trade-off: a test of feasibility and face validity.
- Author
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Janssen BM, Oppe M, Versteegh MM, and Stolk EA
- Subjects
- Adult, Aged, Feasibility Studies, Female, Humans, Interviews as Topic, Male, Middle Aged, Quality-Adjusted Life Years, Reproducibility of Results, Surveys and Questionnaires, Time Factors, Young Adult, Health Status, Quality of Life psychology
- Abstract
Introduction: This study was designed to test the feasibility and face validity of the composite time trade-off (composite TTO), a new approach to TTO allowing for a more consistent elicitation of negative health state values., Methods: The new instrument combines a conventional TTO to elicit values for states regarded better than dead and a lead-time TTO for states worse than dead., Results: A total of 121 participants completed the composite TTO for ten EQ-5D-5L health states. Mean values ranged from -0.104 for health state 53555 to 0.946 for 21111. The instructions were clear to 98 % of the respondents, and 95 % found the task easy to understand, indicating feasibility. Further, the average number of steps taken in the iteration procedure to achieve the point of indifference in the TTO and the average duration of each task were indicative of a deliberate cognitive process., Conclusion: Face validity was confirmed by the high mean values for the mild health states (>0.90) and low mean values for the severe states (<0.42). In conclusion, this study demonstrates the feasibility and face validity of the composite TTO in a face-to-face standardized computer-assisted interview setting.
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- 2013
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47. Time to tweak the TTO: results from a comparison of alternative specifications of the TTO.
- Author
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Versteegh MM, Attema AE, Oppe M, Devlin NJ, and Stolk EA
- Subjects
- Adult, Female, Humans, Male, Quality-Adjusted Life Years, Surveys and Questionnaires standards, Time Factors, Value of Life, Health Status, Quality of Life psychology
- Abstract
This article examines the effect that different specifications of the time trade-off (TTO) valuation task may have on values for EQ-5D-5L health states. The new variants of the TTO, namely lead-time TTO and lag-time TTO, along with the classic approach to TTO were compared using two durations for the health states (15 and 20 years). The study tested whether these methods yield comparable health-state values. TTO tasks were administered online. It was found that lag-time TTO produced lower values than lead-time TTO and that the difference was larger in the longer time frame. Classic TTO values most resembled those of the lag-time TTO in a 20-year time frame in terms of mean absolute difference. The relative importance of different domains of health was systematically affected by the duration of the health state. In the tasks with a 10-year health-state duration, anxiety/depression had the largest negative impact on health-state values; in the tasks with a 5-year duration, the pain/discomfort domain had the largest negative impact.
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- 2013
- Full Text
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48. Dealing with the health state 'dead' when using discrete choice experiments to obtain values for EQ-5D-5L heath states.
- Author
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Ramos-Goñi JM, Rivero-Arias O, Errea M, Stolk EA, Herdman M, and Cabasés JM
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- Adult, Attitude to Death, Female, Humans, Male, Models, Theoretical, Quality-Adjusted Life Years, Spain, Surveys and Questionnaires standards, Time Factors, Value of Life, Death, Health Status, Quality of Life psychology
- Abstract
Objective: To evaluate two different methods to obtain a dead (0)--full health (1) scale for EQ-5D-5L valuation studies when using discrete choice (DC) modeling., Method: The study was carried out among 400 respondents from Barcelona who were representative of the Spanish population in terms of age, sex, and level of education. The DC design included 50 pairs of health states in five blocks. Participants were forced to choose between two EQ-5D-5L states (A and B). Two extra questions concerned whether A and B were considered worse than dead. Each participant performed ten choice exercises. In addition, values were collected using lead-time trade-off (lead-time TTO), for which 100 states in ten blocks were selected. Each participant performed five lead-time TTO exercises. These consisted of DC models offering the health state 'dead' as one of the choices--for which all participants' responses were used (DCdead)--and a model that included only the responses of participants who chose at least one state as worse than dead (WTD) (DCWTD). The study also estimated DC models rescaled with lead-time TTO data and a lead-time TTO linear model., Results: The DC(dead) and DCWTD models produced relatively similar results, although the coefficients in the DCdead model were slightly lower. The DC model rescaled with lead-time TTO data produced higher utility decrements. Lead-time TTO produced the highest utility decrements., Conclusions: The incorporation of the state 'dead' in the DC models produces results in concordance with DC models that do not include 'dead'.
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- 2013
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49. Time trade-off: one methodology, different methods.
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Attema AE, Edelaar-Peeters Y, Versteegh MM, and Stolk EA
- Subjects
- Audiovisual Aids, Humans, Quality-Adjusted Life Years, Research Design, Surveys and Questionnaires standards, Time Factors, Value of Life, Health Status, Quality of Life psychology
- Abstract
There is no scientific consensus on the optimal specification of the time trade-off (TTO) task. As a consequence, studies using TTO to value health states may share the core element of trading length of life for quality of life, but can differ considerably on many other elements. While this pluriformity in specifications advances the understanding of TTO from a methodological point of view, it also results in incomparable health state values. Health state values are applied in health technology assessments, and in that context comparability of information is desired. In this article, we discuss several alternative specifications of TTO presented in the literature. The defining elements of these specifications are identified as being either methodological, procedural or analytical in nature. Where possible, it is indicated how these elements affect health state values (i.e., upward or downward). Finally, a checklist for TTO studies is presented, which incorporates a list of choices to be made by researchers who wish to perform a TTO task. Such a checklist enables other researchers to align methodologies in order to enhance the comparability of health state values.
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- 2013
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50. Lead time TTO: leading to better health state valuations?
- Author
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Attema AE, Versteegh MM, Oppe M, Brouwer WB, and Stolk EA
- Subjects
- Adult, Attitude to Health, Female, Humans, Male, Models, Theoretical, Quality of Life, Time Factors, Economics, Medical, Health Status, Patient Preference psychology, Quality-Adjusted Life Years
- Abstract
Preference elicitation tasks for better than dead (BTD) and worse than dead (WTD) health states vary in the conventional time trade-off (TTO) procedure, casting doubt on uniformity of scale. 'Lead time TTO' (LT-TTO) was recently introduced to overcome the problem. We tested different specifications of LT-TTO in comparison with TTO in a within-subject design. We elicited preferences for six health states and employed an intertemporal ranking task as a benchmark to test the validity of the two methods. We also tested constant proportional trade-offs (CPTO), while correcting for discounting, and the effect of extending the lead time if a health state is considered substantially WTD. LT-TTO produced lower values for BTD states and higher values for WTD states. The validity of CPTO varied across tasks, but it was higher for LT-TTO than for TTO. Results indicate that the ratio of lead time to disease time has a greater impact on results than the total duration of the time frame. The intertemporal ranking task could not discriminate between TTO and LT-TTO., (Copyright © 2012 John Wiley & Sons, Ltd.)
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- 2013
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