What influences the outcome of active disinvestment processes in healthcare? A qualitative interview study on five recent cases of active disinvestment
Open accessPublished version of a preprint
Abstract
Background: Recent attempts of active disinvestment (i.e. withdrawal of reimbursement by means of a policy decision) of reimbursed healthcare interventions in the Netherlands have differed in their outcome: some attempts were successful, with interventions actually being disinvested. Other attempts were terminated at some point, implying unsuccessful disinvestment. This study aimed to obtain insight into recent active disinvestment processes, and to explore what aspects affect their outcome. Methods: Semi-structured interviews were conducted from January to December 2018 with stakeholders (e.g. patients, policymakers, physicians) who were involved in the policy process of five cases for which the full or partial withdrawal of reimbursement was considered in the Netherlands between 2007 and 2017: benzodiazepines, medication for Fabry disease, quit smoking programme, psychoanalytic therapy and maternity care assistance. These cases covered both interventions that were eventually disinvested and interventions for which reimbursement was maintained after consideration. Interviews were transcribed verbatim, double coded and analyzed using thematic analysis. Results: The 37 interviews showed that support for disinvestment from stakeholders, especially from healthcare providers and policymakers, strongly affected the outcome of the disinvestment process. Furthermore, the institutional role of stakeholders as legitimized by the Dutch health insurance system, their financial interests in maintaining or discontinuing reimbursement, and the possibility to relieve the consequences of disinvestment for current patients affected the outcome of the disinvestment process as well. A poor organization of patient groups may make it difficult for patients to exert pressure, which may contribute to successful disinvestment. No evidence was found of a consistent role of the formal Dutch package criteria (i.e. effectiveness, cost-effectiveness, necessity and feasibility) in active disinvestment processes. Conclusions: Contextual factors as well as the possibility to relieve the consequences of disinvestment for current patients are important determinants of the outcome of active disinvestment processes. These results provide insight into active disinvestment processes and their determinants, and provide guidance to policymakers for a potentially more successful approach for future active disinvestment processes.
AI snapshot
Written from the paper’s full text.
TL;DR
This qualitative interview study examines five Dutch active disinvestment cases and finds that support from stakeholders, especially healthcare providers and policymakers, strongly shapes whether reimbursement is actually withdrawn. Contextual factors such as institutional roles, financial interests, and the ability to mitigate consequences for current patients matter more consistently than the formal package criteria.
Key findings
- Across 37 interviews on five cases, support for disinvestment—especially from healthcare providers and policymakers—strongly affected the outcome; limited pressure was exerted in cases that were disinvested, while much pressure was exerted in cases where reimbursement was maintained.
- Institutional role as legitimized by the Dutch health insurance system, financial interests in maintaining or discontinuing reimbursement, and the possibility to relieve consequences for current patients also influenced outcomes.
- Poor organization of patient groups may make it difficult for patients to exert pressure, which may contribute to successful disinvestment.
- No evidence was found of a consistent role of the formal Dutch package criteria (effectiveness, cost-effectiveness, necessity, feasibility) in active disinvestment processes; two cases with similar apparent package-criteria scores had opposite outcomes.
Methods
- Semi-structured interviews conducted January–December 2018 with stakeholders (e.g. patients, policymakers, physicians) involved in five Dutch cases where full or partial withdrawal of reimbursement was considered between 2007 and 2017: benzodiazepines, medication for Fabry disease, quit smoking programme, psychoanalytic therapy, and maternity care assistance.
- Cases were selected from 34 possible cases identified through policy documents; 37 interviews were conducted, with an average duration of 53 min, transcribed verbatim, double coded for a subset of 15 interviews (40%), and analyzed using thematic content analysis.
- Analysis used a theoretical framework of actors, ideas, and structures, with deductive and inductive coding and matrices comparing cases from most to least disinvested.
Limitations
- Stated: only 5 of 34 identified cases were selected, so aspects more pronounced in non-selected cases may have been missed; cases were identified from policy documents, potentially missing processes terminated before any policy document was written.
- Stated: respondents may have omitted information, especially for one sensitive case and older cases; the quit smoking case lacked an interviewed politician; and findings are from the Dutch setting, so transferability to other healthcare systems is uncertain.
- Evident: the authors did not aim for saturation regarding the perspectives of different actor groups, and in the quit smoking case the healthcare provider perspective was covered by interest-group interviews rather than separate provider respondents.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
19 of 42 cited sources checked · 12 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Making withdrawing treatment similar to withholding treatment from a psychological point of view.
“which makes withdrawing treatment similar to withholding treatment from a psychological point of view [42, 44].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [42] van de Wetering EJ, van Exel NJA, Brouwer WBF. The challenge of conditional reimbursement: stopping reimbursement can be more difficult than not starting in the first place! Value Health. 2017;20(1):118–25. https://doi.org/10.1016/j.jval.2016.09.001. source
The Introduction (page unavailable) describes withholding reimbursement as maintaining the status quo and withdrawing it as a potential loss, calling the difference psychologically consequential. The Discussion (page unavailable) reports that stopping reimbursement seems more difficult than not starting it, contrary to the claimed psychological similarity. The paper studies reimbursement decisions rather than direct clinical withdrawal of treatment. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured - cites [44] Sandman L, Liliemark J. Withholding and withdrawing treatment for cost-effectiveness reasons: are they ethically on par? Bioethics. 2019;33(2):278–86. https://doi.org/10.1111/bioe.12545. source
- Premisecitation
Two previous studies found that citizens and policymakers expressed reluctance to disrupt treatments because of negative effects on current patients.
“This has also been found in two previous studies in which citizens and policymakers expressed a reluctance to disrupt treatments because of the negative effect this may have on current patients, e.g. anxiety because of losing the current treatment option and side-effects of stopping/changing treatments [6, 37].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [6] Daniels T, Williams I, Robinson S, Spence K. Tackling disinvestment in health care services: the views of resource allocators in the English NHS. J Health Organ Manag. 2013;27(6):762–80. https://doi.org/10.1108/JHOM-11-2012-0225. source
- cites [37] Costa S, Bentley C, Regier DA, McTaggart-Cowan H, Mitton C, Burgess MM, et al. Public perspectives on disinvestments in drug funding: results from a Canadian deliberative public engagement event on cancer drugs. BMC Public Health. 2019;19(1):977. https://doi.org/10.1186/s12889-019-7303-2. source
- Premisecitation
Withdrawal of treatment has been described in the scientific literature as far less acceptable to actors than withholding treatment.
“which has been described in the scientific literature as far less acceptable to actors than withholding treatment [42, 44].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [42] van de Wetering EJ, van Exel NJA, Brouwer WBF. The challenge of conditional reimbursement: stopping reimbursement can be more difficult than not starting in the first place! Value Health. 2017;20(1):118–25. https://doi.org/10.1016/j.jval.2016.09.001. source
The Discussion says stopping reimbursement seems more difficult than not starting it, based on preferences among the Dutch general public and policymakers. But the study concerns reimbursement decisions, not withdrawal versus withholding of treatment itself; the Results also describe the differences in acceptance as small, so “far less acceptable” overstates the finding. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [44] Sandman L, Liliemark J. Withholding and withdrawing treatment for cost-effectiveness reasons: are they ethically on par? Bioethics. 2019;33(2):278–86. https://doi.org/10.1111/bioe.12545. source
- Findingown data
The institutional role of stakeholders as legitimized by the Dutch health insurance system affected the outcome of the disinvestment process.
“Furthermore, the institutional role of stakeholders as legitimized by the Dutch health insurance system, their financial interests in maintaining or discontinuing reimbursement, and the possibility to relieve the consequences of disinvestment for current patients affected the outcome of the disinvestment process as well.”
Quote in the paperSubstantial claim - Findingown data
Respondents described that if measures could be taken to relieve the effect of disinvestment on current patients, such as stopping reimbursement only for new patients or only restricting reimbursement, they considered disinvestment much more acceptable.
“Respondents described that if measures could be taken to relieve the effect of disinvestment on current patients, such as stopping reimbursement only for new patients or only restricting reimbursement, they considered disinvestment much more acceptable.”
Quote in the paperSubstantial claim
- Findingown data
The 37 interviews showed that support for disinvestment from stakeholders, especially from healthcare providers and policymakers, strongly affected the outcome of the disinvestment process.
“The 37 interviews showed that support for disinvestment from stakeholders, especially from healthcare providers and policymakers, strongly affected the outcome of the disinvestment process.”
Quote in the paperSubstantial claim - Findingown data
In our study, limiting the effect of disinvestment on current patients subsequently facilitated actual disinvestment.
“and, subsequently, facilitated actual disinvestment”
Quote in the paperSubstantial claim - Findingown data
Actors were reluctant to disrupt treatment of current patients.
“as actors were reluctant to disrupt treatment of current patients.”
Quote in the paperSubstantial claim - Findingown data
In our study, limiting the effect of disinvestment on current patients increased support for disinvestment.
“In our study, we found that limiting the effect of disinvestment on current patients increased support for disinvestment”
Quote in the paperSubstantial claim - Findingown data
From comparison, the opportunity provided to actors to exert pressure seemed to depend for a large part on the opportunity actors were given by governmental institutions to be involved in the policy process.
“From our comparison of the interviews, we found that the opportunity provided to actors, including healthcare providers, to exert pressure seemed to depend for a large part on the opportunity actors were given by governmental institutions, who are in charge of disinvestment processes, to be involved in the policy process.”
Quote in the paperSubstantial claim - Findingown data
In our interviews, respondents described that for the cases studied, actors acted in accordance with the role they have in the system.
“In our interviews, respondents described that for the cases studied, actors acted in accordance with the role they have in the system.”
Quote in the paperSubstantial claim - Findingown data
The effect of the formal Dutch package criteria on the outcome of the disinvestment process differed between cases.
“we found that the effect of the formal Dutch package criteria on the outcome of the disinvestment process differed between cases.”
Quote in the paperSubstantial claim - Findingown data
The formal role of actors affected the pressure exerted by these actors in the cases studied.
“the formal role of actors affected the pressure that was exerted by these actors in the cases studied”
Quote in the paperSubstantial claim - Findingown data
The formal role of actors subsequently affected the outcome of disinvestment processes in the cases studied.
“and, subsequently, the outcome of disinvestment processes.”
Quote in the paperSubstantial claim - Findingown data
Respondents described that especially the support from healthcare providers was important for the outcome of the disinvestment process.
“Respondents described that especially the support from healthcare providers was important for the outcome of the disinvestment process (i.e. has an important effect on the decision that policymakers make):”
Quote in the paperSubstantial claim - Findingown data
Respondents from cases A and B, which were actually disinvested, described that patients in these cases were very vulnerable due to their disease and the societal problems associated with it.
“Respondents from cases A and B, which were actually disinvested, described that patients in these cases were very vulnerable due to their disease and the societal problems associated with it.”
Quote in the paperSubstantial claim - Findingown data
The importance of support differed between actors and cases.
“However, the importance of support differed between actors and cases (see Additional file F and the sections below).”
Quote in the paperNot a substantial claim - Findingown data
If actors felt that exerting pressure was beyond their formal role, they generally refrained from exerting pressure.
“if actors felt that exerting pressure was beyond their formal role, they generally refrained from this.”
Quote in the paperSubstantial claim - Findingown data
Respondents described that the degree of support from actors for disinvestment was affected by whether measures could be taken to ease the effect of disinvestment for patients currently using the intervention at hand.
“Respondents described that the degree of support from actors for disinvestment was affected by whether measures could be taken to ease the effect of disinvestment for patients currently using the intervention at hand.”
Quote in the paperSubstantial claim - Findingown data
In the cases studied, the outcome of the disinvestment process was affected by the financial interest of actors in the outcome of the disinvestment process.
“the actions actors took and, subsequently, the outcome of the disinvestment process were also affected by the financial interest of actors in the outcome of the disinvestment process.”
Quote in the paperSubstantial claim - Findingown data
The possibility to relieve the consequences of disinvestment for current patients affected the outcome of the disinvestment process.
“Furthermore, the institutional role of stakeholders as legitimized by the Dutch health insurance system, their financial interests in maintaining or discontinuing reimbursement, and the possibility to relieve the consequences of disinvestment for current patients affected the outcome of the disinvestment process as well.”
Quote in the paperSubstantial claim - Findingown data
They described that actors tended to stay away from pursuing actions that they considered to be beyond their formal role.
“They described that actors tended to stay away from pursuing actions that they considered to be beyond their formal role.”
Quote in the paperSubstantial claim - Findingown data
From the interviews, we observed that the role appointed to actors by the Dutch health insurance system also affected the outcome of the disinvestment process.
“From the interviews, we observed that the role appointed to actors by the Dutch health insurance system also affected the outcome of the disinvestment process.”
Quote in the paperSubstantial claim - Findingown data
Cases A and D had a very different outcome (fully disinvested versus maintained).
“while having a very different outcome (fully disinvested versus maintained)”
Quote in the paperSubstantial claim - Findingown data
From comparison, support from governmental institutions also seemed to affect the use of the formal assessment framework in the cases studied.
“From our comparison of the interview data between cases, we found that the support from governmental institutions also seemed to affect the use of the formal assessment framework in the cases studied.”
Quote in the paperSubstantial claim - Findingown data
No evidence was found of a consistent role of the formal Dutch package criteria (effectiveness, cost-effectiveness, necessity and feasibility) in active disinvestment processes.
“No evidence was found of a consistent role of the formal Dutch package criteria (i.e. effectiveness, cost-effectiveness, necessity and feasibility) in active disinvestment processes.”
Quote in the paperSubstantial claim - Findingown data
In this study, actors' financial interests influence the outcome of the active disinvestment process through the actions actors undertake.
“In this study, we found that actors’ financial interests influence the outcome of the active disinvestment process through the actions actors undertake.”
Quote in the paperSubstantial claim - Findingown data
Cases A and D seemed to score similarly on the formal package criteria.
“our study included two cases (i.e. case A and D) that, based on what respondents shared with us during the interviews, seemed to score similarly on the formal package criteria”
Quote in the paperSubstantial claim - Findingown data
The different outcome of cases A and D cannot be explained by the cases scoring differently on any other criterion.
“a different outcome that cannot be explained by the cases scoring differently on any other criterion as well.”
Quote in the paperSubstantial claim - Findingown data
In the cases studied, actors who had a financial interest in maintaining reimbursement were more likely to take action and exert pressure against disinvestment than actors who did not have such an interest.
“actors who had a financial interest in maintaining reimbursement were more likely to take action and exert pressure against disinvestment, than actors who did not have a financial interest in maintaining reimbursement”
Quote in the paperSubstantial claim - Findingown data
Other respondents also regularly discussed their tendency to stick to their formal role.
“Although this finding was most distinct for health insurers, other respondents also regularly discussed their tendency to stick to their formal role.”
Quote in the paperSubstantial claim - Findingown data
In this study, the formal criteria from the assessment framework for new additions to the basic benefits package have been inconsistently applied in disinvestment decisions.
“in this study we found that the formal criteria from this assessment framework for new additions to the basic benefits package (i.e. effectiveness, cost-effectiveness, necessity and feasibility) have been inconsistently applied in disinvestment decisions.”
Quote in the paperSubstantial claim- Rests on an assumption: In the Netherlands, a formal assessment framework is in place for the appraisal of new healthcare interventions for reimbursement.
- Findingown data
The finding that actors stick to their formal role was most distinct for health insurers.
“Although this finding was most distinct for health insurers, other respondents also regularly discussed their tendency to stick to their formal role.”
Quote in the paperNot a substantial claim - Findingown data
Stakeholders' financial interests in maintaining or discontinuing reimbursement affected the outcome of the disinvestment process.
“Furthermore, the institutional role of stakeholders as legitimized by the Dutch health insurance system, their financial interests in maintaining or discontinuing reimbursement, and the possibility to relieve the consequences of disinvestment for current patients affected the outcome of the disinvestment process as well.”
Quote in the paperSubstantial claim - Findingown data
Respondents described that the degree of support for disinvestment from actors, including the public, was important for the outcome of the disinvestment process.
“In our interviews, respondents described that the degree of support for disinvestment from actors, including the public, was important for the outcome of the disinvestment process.”
Quote in the paperSubstantial claim - Findingown data
In this study, the possibility for stakeholders to be involved in the disinvestment process differed between cases, depending on the support from policymakers for disinvestment.
“we did find that the possibility for stakeholders to be involved in the disinvestment process differed between cases, depending on the support from policymakers for disinvestment.”
Quote in the paperSubstantial claim - Findingown data
In the cases studied, no consistent pattern was observed in the influence of the formal Dutch package criteria on the outcome of the disinvestment process.
“From our interviews, no consistent pattern of the influence of the formal Dutch package criteria (i.e. effectiveness, cost-effectiveness, necessity and feasibility) on the outcome of the disinvestment process was observed.”
Quote in the paperSubstantial claim - Findingown data
In the cases studied, the actions actors took were affected by the financial interest of actors in the outcome of the disinvestment process.
“the actions actors took and, subsequently, the outcome of the disinvestment process were also affected by the financial interest of actors in the outcome of the disinvestment process.”
Quote in the paperSubstantial claim - Interpretationown data
Active disinvestment processes are more likely to result in a disinvestment decision if it is possible to ease the effect of disinvestment for patients currently using the intervention.
“2) it is possible to ease the effect of disinvestment for patients currently using the intervention”
Quote in the paperSubstantial claim - Premisenone given
The finding that actors' inclination to exert pressure because of the role appointed to them by the health insurance system influences the outcome of active disinvestment processes has not been found by previous studies on the disinvestment of healthcare interventions.
“our finding that actors’ inclination to exert pressure because of the role appointed to them by the health insurance system influences the outcome of active disinvestment processes has not been found by previous studies on the disinvestment of healthcare interventions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Active disinvestment may be needed.
“Hence, active disinvestment may be needed.”
Quote in the paperSubstantial claim- The authors state this as an assumption: For interventions covered by the basic benefits package, if they do not meet the package criteria anymore, they will no longer be delivered by healthcare providers (passive disinvestment), so explicit exclusion is not necessary.
- Interpretationreasoning
Active disinvestment may also be necessary in the case of conditional reimbursement.
“Active disinvestment may also be necessary in the case of conditional reimbursement (also called: coverage with evidence development).”
Quote in the paperNot a substantial claim - Interpretationown data
Active disinvestment processes are more likely to result in a disinvestment decision if actors are not inclined to exert pressure against disinvestment beyond their formal role.
“4) actors are not inclined to exert pressure against disinvestment beyond their formal role.”
Quote in the paperSubstantial claim - Premisecitation
A structured, evidence-based process has been described in a review from 2015 as a facilitator for (the implementation of) disinvestment.
“a structured, evidence-based process has been described in a review from 2015 as a facilitator for (the implementation of) disinvestment [17].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] Mayer J, Nachtnebel A. Disinvesting from ineffective technologies: lessons learned from current programs. Int J Technol Assess Health Care. 2015;31(6):355–62. https://doi.org/10.1017/S0266462315000641. source
- Interpretationown data
Active disinvestment processes are more likely to result in a disinvestment decision if there is sufficient support for disinvestment from actors, especially policymakers and healthcare providers.
“Our findings indicate that it is more likely for active disinvestment processes to result in a disinvestment decision if 1) there is sufficient support for disinvestment from actors, especially from policymakers and healthcare providers”
Quote in the paperSubstantial claim - Interpretationown data
Active disinvestment processes are more likely to result in a disinvestment decision if actors do not have a financial interest in maintaining reimbursement.
“3) actors do not have a financial interest in maintaining reimbursement”
Quote in the paperSubstantial claim - Study design and conductnone given
The study included a distinct selection of cases to maximize the transferability of its findings to other cases.
“we did include a distinct selection of cases to maximize the transferability of our findings to other cases.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Identifying the 34 possible cases from policy documents may have introduced bias, as the study could only select cases that made it to the stage of a policy document.
“as we identified the 34 possible cases from policy documents, we may have introduced bias, as we could only select cases that made it to the stage of a policy document.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The study may have missed cases for which the disinvestment process was terminated at a very early stage, before any policy document was written.
“we may have missed cases for which the disinvestment process was terminated at a very early stage, before any policy document was written.”
Quote in the paperNot a substantial claim - Interpretationreasoning
This lack of pressure exerted may have facilitated disinvestment in these cases.
“This lack of pressure exerted may have facilitated disinvestment in these cases.”
Quote in the paperSubstantial claim - Premisecitation
Changing the default outcome of conditional reimbursement from 'reimbursement is maintained if the intervention meets the criteria' to 'reimbursement is reversed, unless the intervention meets the criteria' has shown to be important psychologically.
“Although this difference may seem trivial, it has shown to be important psychologically [45, 46].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [45] Fryer RG Jr, Levitt SD, List J, Sadoff S. Enhancing the efficacy of teacher incentives through framing: a field experiment [working paper]; 2018. source
- cites [46] Remmerswaal M, Boone J, Bijlsma M, Douven R. Cost-Sharing Design Matters: A Comparison of the Rebate and Deductible in Healthcare. The Hague, the Netherlands: CPB Netherlands Bureau for Economic Policy Analysis; 2019. Report No.: CPB Discussion Paper 367. source
- Study design and conductreasoning
As the political process was extensively discussed in the remaining interviews on the case, the information omission by not including politicians is expected to be limited.
“as the political process was extensively discussed in the remaining interviews on the case, we expect the information omission by not including politicians to be limited.”
Quote in the paperNot a substantial claim - Interpretationown data
This study indicates that contextual aspects such as support, institutional structures and financial interests are important determinants of the outcome of active disinvestment processes.
“this study indicates that contextual aspects such as support, institutional structures and financial interests are important determinants of the outcome of active disinvestment processes.”
Quote in the paperSubstantial claim - Interpretationown data
The possibility to relieve the consequences of disinvestment for current patients appeared to be important to increase the acceptability of disinvestment.
“the possibility to relieve the consequences of disinvestment for current patients appeared to be important to increase the acceptability of disinvestment.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 54
- May combine two claims. 35
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationNew respondents were included for each case until informational redundancy/data saturation was reached for the case, all eligible actors for the case were interviewed, or there were no eligible actors left willing to participate.
“New respondents were included for each case until 1) no new information regarding the disinvestment process of the case emerged from the interviews (i.e. informational redundancy/data saturation was reached for the case [27]), 2) all eligible actors for the case were interviewed (i.e. no other actors were involved), or 3) there were no eligible actors left who were willing to participate.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [27] Saunders B, Sim J, Kingstone T, Baker S, Waterfield J, Bartlam B, et al. Saturation in qualitative research: exploring its conceptualization and operationalization. Qual Quant. 2018;52(4):1893–907. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHaas et al. and Robinson et al. describe that there is a lack of financial incentives for healthcare providers to engage in disinvestment.
“Haas et al. and Robinson et al. describe that there is a lack of financial incentives for healthcare providers to engage in disinvestment [24, 39].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [24] Robinson S, Williams I, Dickinson H, Freeman T, Rumbold B. Priority-setting and rationing in healthcare: evidence from the English experience. Soc Sci Med. 2012;75(12):2386–93. https://doi.org/10.1016/j.socscimed.2012.09.014. source
- cites [39] Haas M, Hall J, Viney R, Gallego G. Breaking up is hard to do: why disinvestment in medical technology is harder than investment. Aust Health Rev. 2012;36(2):148–52. https://doi.org/10.1071/AH11032. source
Classified as probably not a substantial claim.
PremisecitationIn the Netherlands, conditionally reimbursed interventions are reassessed after a predetermined time, usually 4 years, using findings from additional research, which may result in a disinvestment decision.
“After a predetermined time, usually 4 years, the reimbursement of the intervention will be reassessed using the findings from this additional research, which may result in a disinvestment decision [19, 20].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [19] Schelleman H. Voorwaardelijke toelating tot het basispakket 2019. Zorginstituut Nederland; 2018. Contract No.: 2017033718.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [20] Makady A, van Veelen A, de Boer A, Hillege H, Klungel OH, Goettsch W. Implementing managed entry agreements in practice: the Dutch reality check. Health Policy. 2019;123(3):267–74. https://doi.org/10.1016/j.healthpol.2018.09.016. source
The Introduction describes a planned four-year reassessment of conditionally financed hospital drugs using outcomes research, and section 3.3.3 reports advice to discontinue reimbursement for 2 of 12 drugs. But the Discussion says only one drug completed the procedure within the envisioned four years. Thus the paper supports four years as the planned interval, not as the usual interval in practice; it also concerns hospital drugs rather than conditionally reimbursed interventions generally. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
PremisecitationInternational literature describes active disinvestment as a very difficult process, hampered by contextual aspects such as political barriers, a lack of dedicated resources, and disinvestment being considered counter-cultural.
“In the international literature, active disinvestment has been described as a very difficult process [21], hampered by contextual aspects such as political barriers [22, 23], a lack of dedicated resources [22], and disinvestment being considered counter-cultural [24].”
Quote in the paperSubstantial claim3 of 4 sources checked- cites [21] MacKean G, Noseworthy T, Elshaug AG, Leggett L, Littlejohns P, Berezanski J, et al. Health technology reassessment: the art of the possible. Int J Technol Assess Health Care. 2013;29(4):418–23. https://doi.org/10.1017/S0266462313000494. source
- cites [22] Leggett L, Mackean G, Noseworthy TW, Sutherland L, Clement F. Current status of health technology reassessment of non-drug technologies: survey and key informant interviews. Health Res Pol Syst. 2012;10(1):38. https://doi.org/10.1186/1478-4505-10-38. source
- cites [23] Polisena J, Trunk G, Gutierrez-Ibarluzea I, Joppi R. Disinvestment activities and candidates in the health technology assessment community: an online survey. Int J Technol Assess Health Care. 2019;35(3):189–94. https://doi.org/10.1017/S0266462319000229. source
- cites [24] Robinson S, Williams I, Dickinson H, Freeman T, Rumbold B. Priority-setting and rationing in healthcare: evidence from the English experience. Soc Sci Med. 2012;75(12):2386–93. https://doi.org/10.1016/j.socscimed.2012.09.014. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitationvan Egmond et al. found that financial incentives influence the de-implementation of low-value care by healthcare providers.
“van Egmond et al. found that financial incentives influence the de-implementation of low-value care by healthcare providers [38].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [38] van Egmond S, Wakkee M, van Rengen A, Bastiaens MT, Nijsten T, Lugtenberg M. Factors influencing current low-value follow-up care after basal cell carcinoma and suggested strategies for de-adoption: a qualitative study. Br J Dermatol. 2019;180(6):1420–9. https://doi.org/10.1111/bjd.17594. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious studies have described that support, especially from clinical leaders and the general public, is essential for the success of the disinvestment process.
“support, especially from clinical leaders, but from the general public as well, was found to be essential for the success of the disinvestment process [6, 33, 34].”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [6] Daniels T, Williams I, Robinson S, Spence K. Tackling disinvestment in health care services: the views of resource allocators in the English NHS. J Health Organ Manag. 2013;27(6):762–80. https://doi.org/10.1108/JHOM-11-2012-0225. source
- cites [33] Hodgetts K, Elshaug AG, Hiller JE. What counts and how to count it: physicians’ constructions of evidence in a disinvestment context. Soc Sci Med. 2012;75(12):2191–9. https://doi.org/10.1016/j.socscimed.2012.08.016. source
The Conclusion (page not provided) says physicians have a pivotal role in implementing policy outcomes and that facilitating their buy-in is important. The Introduction links community participation to policy legitimacy and public ownership, but the paper does not say that support from clinical leaders specifically, or from the general public, is essential for successful disinvestment. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [34] Garpenby P. Formal priority setting in health care: the Swedish experience. J Health Organization Manag. 2016;30(6):891–907. https://doi.org/10.1108/JHOM-09-2014-0150. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious studies have described that broad stakeholder engagement is considered essential for the success of disinvestment.
“broad stakeholder engagement is considered essential for the success of disinvestment”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [17] Mayer J, Nachtnebel A. Disinvesting from ineffective technologies: lessons learned from current programs. Int J Technol Assess Health Care. 2015;31(6):355–62. https://doi.org/10.1017/S0266462315000641. source
- cites [22] Leggett L, Mackean G, Noseworthy TW, Sutherland L, Clement F. Current status of health technology reassessment of non-drug technologies: survey and key informant interviews. Health Res Pol Syst. 2012;10(1):38. https://doi.org/10.1186/1478-4505-10-38. source
- cites [24] Robinson S, Williams I, Dickinson H, Freeman T, Rumbold B. Priority-setting and rationing in healthcare: evidence from the English experience. Soc Sci Med. 2012;75(12):2386–93. https://doi.org/10.1016/j.socscimed.2012.09.014. source
Classified as probably not a substantial claim.
PremisecitationIt has been suggested that qualitative studies are needed to obtain more insight into the difficult process of active disinvestment.
“Furthermore, it has been suggested that, in order to obtain more insight into this difficult process, qualitative studies are needed [23].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] Polisena J, Trunk G, Gutierrez-Ibarluzea I, Joppi R. Disinvestment activities and candidates in the health technology assessment community: an online survey. Int J Technol Assess Health Care. 2019;35(3):189–94. https://doi.org/10.1017/S0266462319000229. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious studies have described that obtaining support for disinvestment is very difficult because stakeholders often lack the will to support disinvestment due to limited perceived value and resistance to losing therapy options.
“it has also been described in previous studies that obtaining support for disinvestment is very difficult as stakeholders often lack the will to support disinvestment because of limited perceived value of disinvestment, which may take some time to realize, and their resistance to immediately “losing” therapy options [12, 35].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [12] Parkinson B, Sermet C, Clement F, Crausaz S, Godman B, Garner S, et al. Disinvestment and value-based purchasing strategies for pharmaceuticals: an international review. Pharmacoeconomics. 2015;33(9):905–24. https://doi.org/10.1007/s40273-015-0293-8. source
- cites [35] Maloney MA, Schwartz L, O'Reilly D, Levine M. Drug disinvestment frameworks: components, challenges, and solutions. Int J Technol Assess Health Care. 2017;33(2):261–9. https://doi.org/10.1017/S0266462317000277. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious studies have described that it is considered very difficult to sufficiently organize broad stakeholder engagement.
“it is considered very difficult to sufficiently organize this [17, 22, 24].”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [17] Mayer J, Nachtnebel A. Disinvesting from ineffective technologies: lessons learned from current programs. Int J Technol Assess Health Care. 2015;31(6):355–62. https://doi.org/10.1017/S0266462315000641. source
- cites [22] Leggett L, Mackean G, Noseworthy TW, Sutherland L, Clement F. Current status of health technology reassessment of non-drug technologies: survey and key informant interviews. Health Res Pol Syst. 2012;10(1):38. https://doi.org/10.1186/1478-4505-10-38. source
The Results (Key informant interviews results; page unavailable) identify difficulty communicating with varied audiences as an implementation barrier. The Discussion (page unavailable) recommends engaging stakeholders as extensively as resources allow. These passages support practical constraints on broad engagement, but do not say that organizing it is considered very difficult. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [24] Robinson S, Williams I, Dickinson H, Freeman T, Rumbold B. Priority-setting and rationing in healthcare: evidence from the English experience. Soc Sci Med. 2012;75(12):2386–93. https://doi.org/10.1016/j.socscimed.2012.09.014. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationConditional reimbursement has been described as creating a wedge effect, i.e. giving suppliers a "foot in the door" while creating challenges for decision-makers when the reversal of (conditional) reimbursement is warranted.
“conditional reimbursement has also been described as creating a wedge effect, i.e. giving suppliers a “foot in the door” while creating challenges for decision-makers when the reversal of (conditional) reimbursement is warranted [12].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [12] Parkinson B, Sermet C, Clement F, Crausaz S, Godman B, Garner S, et al. Disinvestment and value-based purchasing strategies for pharmaceuticals: an international review. Pharmacoeconomics. 2015;33(9):905–24. https://doi.org/10.1007/s40273-015-0293-8. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationConditional reimbursement has been proposed as a policy-tool to delay the final reimbursement decision, decreasing the uncertainty on the (cost-)effectiveness and/or budget-impact of new interventions, while making these interventions available to patients at an early stage.
“It has been proposed as a policy-tool to delay the final reimbursement decision, decreasing the uncertainty on the (cost-)effectiveness and/or budget-impact of new interventions, while making these interventions available to patients at an early stage [42, 43].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [42] van de Wetering EJ, van Exel NJA, Brouwer WBF. The challenge of conditional reimbursement: stopping reimbursement can be more difficult than not starting in the first place! Value Health. 2017;20(1):118–25. https://doi.org/10.1016/j.jval.2016.09.001. source
- cites [43] Makady A, van Acker S, Nijmeijer H, de Boer A, Hillege H, Klungel OH, et al. Conditional financing of drugs in the Netherlands: past, present, and future—results from stakeholder interviews. Value Health. 2019;22(4):399–407. https://doi.org/10.1016/j.jval.2018.11.016. source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationDisinvestment processes are often context-specific.
“As disinvestment processes are often context-specific [21]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] MacKean G, Noseworthy T, Elshaug AG, Leggett L, Littlejohns P, Berezanski J, et al. Health technology reassessment: the art of the possible. Int J Technol Assess Health Care. 2013;29(4):418–23. https://doi.org/10.1017/S0266462313000494. source
The Results section, under “Moving Forward with Health Technology Reassessment,” says processes ought to be context-specific and may require local adaptation. It is discussing health technology reassessment (HTR) processes, however, and the Abstract distinguishes HTR from disinvestment. The passage therefore supports the general point about context but does not directly establish that disinvestment processes are often context-specific. (LLM, conf=0.83)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataRespondents described that the degree of support influenced the actions undertaken and, subsequently, the amount of pressure exerted.
“Respondents described that for them, as well as for other actors, the degree of support influenced the actions undertaken, and, subsequently, the amount of pressure exerted.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn case A, where respondents suggested policymakers were in favor of disinvestment, the focus was mainly on whether the treatment was evidence-based; in case E, where policymakers described they were not in favor of disinvestment, more considerations than strictly related to the four package criteria were taken into account.
“in case A, where respondents suggested policymakers were in favor of disinvestment, the focus was mainly on whether the treatment was evidence-based, while in case E, where policymakers described they were not in favor of disinvestment, more considerations than strictly related to the four package criteria were taken into account”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWe observed differences between cases in respondents' descriptions of the criteria that were used in the disinvestment process, how these criteria were interpreted, and how these criteria were weighted against one another.
“We observed differences between cases in respondents’ descriptions of the criteria that were used in the disinvestment process, how these criteria were interpreted, and how these criteria were weighted against one another.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFrom comparison of interview data, the pressure exerted had a large effect on the outcome: limited pressure was exerted in cases that were actually disinvested, while much pressure was exerted in cases for which reimbursement was maintained.
“From a comparison of the interview data from the studied cases, we found that the pressure exerted had a large effect on the outcome of the disinvestment process: limited pressure was exerted in the cases that were actually disinvested, while much pressure was exerted in the cases for which reimbursement was maintained.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBy comparing interview data, cases where healthcare providers successfully exerted pressure against disinvestment were not-disinvested, while cases where healthcare providers did not exert pressure or were unsuccessful in exerting pressure were disinvested.
“By comparing the interview data from the studied cases, we found that the cases where healthcare providers successfully exerted pressure against disinvestment were not-disinvested, while cases where healthcare providers did not exert pressure or were unsuccessful in exerting pressure were disinvested.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn this study, the engagement of patients was difficult, especially in cases where the patient group was in a vulnerable situation and, because of this, poorly organized.
“we found that the engagement of patients was difficult, especially in cases where the patient group was in a vulnerable situation and, because of this, poorly organized.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAccording to respondents, whether healthcare providers were successful in exerting pressure depended on their willingness to exert pressure (level of support, role fit, financial interests) and their possibility to exert pressure (awareness, opportunities).
“According to respondents, whether healthcare providers were successful in exerting pressure depended on 1) their willingness to exert pressure, subject to a) their level of support for disinvestment of the case, b) whether they feel it fits their role (e.g. whether they feel they have an advisory role which does not comply with exerting pressure) and c) their (financial) interests”
- Also stated in: § Theme 1: support for active disinvestment and pressure exerted · plain
“and 2) the possibility they had to exert pressure, subject to a) their awareness on how to exert pressure and b) the opportunities provided to them to do so.”
Quote in the paperSubstantial claim- Also stated in: § Theme 1: support for active disinvestment and pressure exerted · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataIn total, 37 interviews with 37 respondents and an average duration of 53 min were conducted between January and December 2018.
“In total, 37 interviews with 37 respondents and an average duration of 53 min were conducted between January and December 2018.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWe observed large differences between cases in the opportunity respondents were provided to be involved in the policy process, which seemed to depend on the support from governmental institutions for the case at hand.
“We observed large differences between cases in the opportunity respondents were provided to be involved in the policy process, which seemed to depend on the support from governmental institutions for the case at hand.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataRespondents from all cases described that the degree of support for disinvestment was related to actors' views on the case and in some cases to the attention for and framing of the case in the media.
“Respondents from all cases described that the degree of support for disinvestment was related to actors’ views on the case (i.e. health problem and intervention/service concerned), and in some cases to the attention for and framing of the case in the media.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPolicymakers describe that they consider disinvestment much more difficult than not to start reimbursement in the first place, especially if disinvestment results in current patients having to stop their treatment or switch to another treatment.
“This is illustrated by the quotes from policymakers below in which they describe that they consider disinvestment much more difficult than not to start reimbursement in the first place, especially if disinvestment results in current patients having to stop their treatment or switch to another treatment.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA poor organization of patient groups may make it difficult for patients to exert pressure, which may contribute to successful disinvestment.
“A poor organization of patient groups may make it difficult for patients to exert pressure, which may contribute to successful disinvestment.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataBecause of this, according to respondents, patients were poorly organized, which made it difficult to get a large group of patients to exert pressure against disinvestment.
“Because of this, according to respondents, patients were poorly organized, which made it difficult to get a large group of patients to exert pressure against disinvestment, as is illustrated by the quote below.”
Quote in the paperSubstantial claimMay combine two claims.
Premiseown dataOnce the Minister decides on reimbursement, health insurers subsequently implement these reimbursement decisions, and patients/healthcare providers are both consulted in reimbursement decisions and in the implementation of these decisions.
“Once the Minister decides on reimbursement, health insurers subsequently implement these reimbursement decisions, and patients/healthcare providers are both consulted in reimbursement decisions and in the implementation of these decisions.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenUsing a qualitative approach enabled the study to obtain in-depth insight into the factors that influence disinvestment processes and their outcomes.
“we have used a qualitative approach which enabled us to obtain in-depth insight into the factors that influence disinvestment processes and their outcomes.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataIn four out of five cases, either data saturation was reached and/or all eligible actors were interviewed.
“In four out of five cases, either data saturation was reached and/or all eligible actors were interviewed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationA subset of 15 interviews was also coded by JvdR to assess the reliability of data analysis.
“A subset of 15 interviews was also coded by JvdR to assess the reliability of data analysis [32].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] Mays N, Pope C. Qualitative research: rigour and qualitative research. BMJ. 1995;311(6997):109–12. https://doi.org/10.1136/bmj.311.6997.109. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataIn the quit smoking program case, not all eligible actors were interviewed as we did not succeed to include a politician who was involved.
“In the quit smoking program case, not all eligible actors were interviewed as we did not succeed to include a politician who was involved.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe Minister has taken several decisions to exclude specific interventions from the basic benefits package, indicating that the assumption that existing interventions not meeting the package criteria will automatically be passively disinvested may not always hold.
“However, in recent years, the Minister has taken several decisions to exclude specific interventions from the basic benefits package, indicating that the assumption that existing interventions not meeting the package criteria anymore will automatically be (passively) disinvested may not always hold [17, 18].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [17] Mayer J, Nachtnebel A. Disinvesting from ineffective technologies: lessons learned from current programs. Int J Technol Assess Health Care. 2015;31(6):355–62. https://doi.org/10.1017/S0266462315000641. source
- cites [18] van Dulmen S, Heus P, Kool T, Verkerk E. Doen of laten in de gezondheidszorg. Een onderzoek naar de mogelijkheden van terugdringen van niet-gepaste zorg. [To do or not to do in healthcare. A study after the possibilities to reduce low-value care.]. Nijmegen: Scientific Center for Quality of Healthcare (IQ healthcare); 2019.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- The authors state this as an assumption: For interventions covered by the basic benefits package, if they do not meet the package criteria anymore, they will no longer be delivered by healthcare providers (passive disinvestment), so explicit exclusion is not necessary.
May combine two claims.
Study design and conductcitationA sample (40%) of the interview transcripts was double coded, and the matrices were checked for recurring themes by three researchers, ensuring the reliability of data analysis.
“as a sample (40%) of the interview transcripts was double coded, and the matrices were checked for recurring themes by three researchers, we ensured the reliability of data analysis [32].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] Mays N, Pope C. Qualitative research: rigour and qualitative research. BMJ. 1995;311(6997):109–12. https://doi.org/10.1136/bmj.311.6997.109. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenWe did not aim to reach saturation with regards to the perspectives of the different actor groups on disinvestment.
“We did not aim to reach saturation with regards to the perspectives of the different actor groups on disinvestment.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataInterviewing different actors enabled the study to look at the disinvestment process from different perspectives, in addition to the formal perspective of policymakers obtained from policy reports.
“through interviewing different actors, we were able to look at the disinvestment process from different perspectives, in addition to the formal perspective of policymakers obtained from policy reports.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThis is the first study to describe the agenda-setting, policy-formulation and decision-making stages of the active disinvestment process, and to explore aspects influencing its outcome.
“To our knowledge, this is the first study to describe the agenda-setting, policy-formulation and decision-making stages of the active disinvestment process, and to explore aspects influencing its outcome.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningIncluding multiple respondents for each case was used to overcome the limitation of information omission.
“We tried to overcome this limitation by including multiple respondents for each case.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenQuotes used in the paper were approved by respondents, without them having the possibility to change anything regarding the findings.
“Quotes that were used in this paper were approved by respondents, without them having the possibility to change anything regarding the findings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningRespondents may have (intentionally or unintentionally) left some relevant information out.
“it may be that respondents (intentionally or unintentionally) left some relevant information out.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenWritten informed consent was obtained at the start of the interview.
“Written informed consent was obtained at the start of the interview.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningOlder cases may have been more prone to information omission because respondents may have had trouble remembering the relevant information.
“the older cases may have also been more prone to information omission because respondents may have had trouble remembering the relevant information.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenActive disinvestment processes in the Netherlands have differed in outcome: some attempts resulted in actual disinvestment, while others were terminated, implying unsuccessful disinvestment.
“Active disinvestment processes in the Netherlands have clearly differed in their outcome. Some attempts at disinvestment resulted in actual disinvestment. Other attempts were terminated at some point, implying unsuccessful disinvestment.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningInterviewing many different actors who perceived the disinvestment process from different perspectives enabled the study to obtain a comprehensive view of the disinvestment processes studied.
“by interviewing many different actors who have perceived the disinvestment process from different perspectives, we were able to obtain a comprehensive view of the disinvestment processes studied.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe study may have missed aspects determining the outcome of the disinvestment process that may have been more pronounced in the non-selected cases.
“we may have missed aspects determining the outcome of the disinvestment process that may have been more pronounced in the non-selected cases.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe research project was assessed by the Centre for Clinical Expertise (CCE) at the RIVM, which concluded that it is exempted from further review by a medical ethics committee.
“This research project has been assessed by the Centre for Clinical Expertise (CCE) at the RIVM. The CCE concluded that the research project is exempted from further review by a medical ethics committee as it does not fulfill the specific conditions as stated in the Dutch Medical Research Involving Human Subjects Act (WMO; Wet Medisch-wetenschappelijk Onderzoek met mensen).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningUsing a qualitative approach enabled the study to collect information that has not been included in the formal policy reports written about these cases.
“and to collect information that has not been included in the formal policy reports written about these cases.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA lack of support from decision-makers has been described as a barrier to the implementation of disinvestment.
“a lack of support from decision-makers has been described as a barrier to the implementation of disinvestment [17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Mayer J, Nachtnebel A. Disinvesting from ineffective technologies: lessons learned from current programs. Int J Technol Assess Health Care. 2015;31(6):355–62. https://doi.org/10.1017/S0266462315000641. source
May combine two claims.
Interpretationown dataContextual factors as well as the possibility to relieve the consequences of disinvestment for current patients are important determinants of the outcome of active disinvestment processes.
“Contextual factors as well as the possibility to relieve the consequences of disinvestment for current patients are important determinants of the outcome of active disinvestment processes.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationConsistency in the rationale underlying decisions has been described as an important requirement for decision-making to be considered fair.
“consistency in the rationale underlying decisions has been described as an important requirement for decision-making to be considered fair [40].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [40] Daniels N, Sabin J. Setting limits fairly - learning to share resources for health. 2nd ed. New York: Oxford University Press, Inc.; 2008. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA review from 2008 found healthcare providers and administrators to be most influential in reimbursement decisions for new medicines.
“A review from 2008 focusing on reimbursement decisions for new medicines also found healthcare providers and administrators (i.e. policymakers) to be most influential in reimbursement decisions [36]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Vuorenkoski L, Toiviainen H, Hemminki E. Decision-making in priority setting for medicines—a review of empirical studies. Health Pol. 2008;86(1):1–9. https://doi.org/10.1016/j.healthpol.2007.09.007. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe disinvestment process of the studied cases took place several years ago, and it may have been perceived as a closed chapter by respondents, making elaborating on the cases less sensitive and reflecting on it easier.
“as the disinvestment process of the studied cases took place several years ago, it may have been perceived as a closed chapter by respondents, making elaborating on the cases less sensitive and reflecting on it easier.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataNo conflicting information was obtained from the interviews with the different respondents, indicating that there are no clear signs of information omission.
“No conflicting information was obtained from the interviews with the different respondents, indicating that there are no clear signs of information omission.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataIn the cases where saturation was reached, no new information on the disinvestment process of the case was obtained from the last interviews conducted.
“In the cases where saturation was reached, no new information on the disinvestment process of the case was obtained from the last interviews conducted.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThis indicates that the possibility to take such mitigating measures impacts the support for disinvestment from actors and, subsequently, the outcome of the disinvestment process.
“This indicates that the possibility to take such mitigating measures impacts the support for disinvestment from actors and, subsequently, the outcome of the disinvestment process.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataCase D still appeared to be sensitive to respondents, indicating that it may be more prone to information omission.
“Especially one of the five cases studied (i.e. case D) still appeared to be sensitive to respondents, indicating that it may be more prone to information omission.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenRespondents were explained that only the research team would have access to the audio recordings and transcripts, and that they would handle this information confidentially.
“Respondents were explained that only the research team would have access to the audio recordings and transcripts of their interviews, and that they would handle this information confidentially.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe perspectives of all the different actors were of added value and treated equally, complementing each other in the reconstruction of the disinvestment processes.
“The perspectives of all the different actors were of added value and treated equally, complementing each other in the reconstruction of the disinvestment processes.”
Quote in the paperNot a substantial claimMay combine two claims.
Premiseown dataIn the Dutch health insurance system, two groups of policy makers advise the Minister on reimbursement: ZiNL is involved with reimbursement aspects with regards to content, while policy makers of the Ministry itself both focus at the content and context of reimbursement.
“In the Dutch health insurance system, two groups of policy makers advise the Minister on reimbursement (policy formulation): ZiNL is involved with reimbursement aspects with regards to content, while policy makers of the Ministry itself both focus at the content and context of reimbursement.”
Quote in the paperSubstantial claimMay combine two claims.
Premiseown dataEvery actor can be involved in agenda-setting, although policymakers often have the most distinct role in this phase.
“Every actor can be involved in agenda-setting, although policymakers often have the most distinct role in this phase.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataWithin the subset of 15 interviews, there was sufficient consensus between both coders on the text fragments coded and the codes used; therefore, double coding of the remaining interviews was deemed unnecessary.
“Within this subset of 15 interviews, there was sufficient consensus between both coders on the text fragments coded and the codes used to code these fragments. Therefore, double coding of the remaining interviews was deemed unnecessary (i.e. remaining interviews were only coded by AR).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe final themes were checked for plausibility and approved by the second coder based on his/her knowledge of the data from coding a subset of the interviews.
“The final themes were checked for plausibility and approved by the second coder based on his/her knowledge of the data from coding a subset of the interviews.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataUsing a qualitative approach enabled the study to study the reasoning behind choices in the active disinvestment process of the five cases in-depth.
“By using a qualitative approach, we were able to study the reasoning behind the choices made in the active disinvestment process of the five cases studied in-depth”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataShowing respondents a timeline displaying policy reports and the reimbursement status appeared to be helpful for respondents in remembering the disinvestment process.
“In the interviews, this timeline appeared to be helpful for respondents in remembering the disinvestment process.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenActors may have a different tendency to stick to these roles in other healthcare systems.
“actors may have a different tendency to stick to these roles.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
Study design and conductreasoningAs politicians played a major role in this case, it would have been informative to interview a politician.
“As politicians played a major role in this case, it would have been informative to interview a politician.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenIn other healthcare systems, the roles may be differently divided between the different actors than is the case in the Dutch healthcare system.
“in other healthcare systems, the roles may be differently divided between the different actors than is the case in the Dutch healthcare system.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisereasoningAs the intervention has already been provided to patients, reversal of reimbursement implies the withdrawal of treatment.
“As the intervention has already been provided to patients, reversal of reimbursement implies the withdrawal of treatment”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningConditional reimbursement has the advantage that support for disinvestment can be ensured before starting reimbursement.
“conditional reimbursement has the advantage that support for disinvestment can be ensured before starting reimbursement.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningThis may affect the importance of this aspect for the outcome of disinvestment processes in other healthcare systems.
“This may affect the importance of this aspect for the outcome of disinvestment processes in other healthcare systems.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAlmost all approached actors were willing to participate in the current study.
“In our current study, almost all approached actors were willing to participate.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataIn the quit smoking program case, the study was not able to interview all eligible actors because it did not succeed in including a politician who was involved in this case.
“in the quit smoking program case we were not able to interview all eligible actors because we did not succeed in including a politician who was involved in this case.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe large willingness to participate may have been caused by the fact that the disinvestment processes of the cases took place several years ago.
“We believe that this large willingness to participate may have been caused by the fact that the disinvestment processes of the cases took place several years ago.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe specific nature of conditional reimbursement processes provides policymakers with opportunities to address the aspects influencing the likelihood of an active disinvestment process to result in a disinvestment decision, as identified in our study.
“the specific nature of conditional reimbursement processes, provides policymakers with opportunities to address the aspects influencing the likelihood of an active disinvestment process to result in a disinvestment decision, as identified in our study.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
For interventions covered by the basic benefits package, if they do not meet the package criteria anymore, they will no longer be delivered by healthcare providers (passive disinvestment), so explicit exclusion is not necessary.
“For interventions that are covered by the basic benefits package, it is assumed that if they do not meet the package criteria anymore (e.g. because of new evidence or because of new alternatives becoming available), they will no longer be delivered by healthcare providers (passive disinvestment), so that explicit exclusion of these interventions (active disinvestment) is not necessary [14].”
The paper relies on this without support.
Currently, not much is known about active disinvestment processes in the Netherlands and what aspects determine their outcome.
“Currently, not much is known about active disinvestment processes in the Netherlands and what aspects (package criteria versus other considerations and contextual aspects) determine their outcome.”
The paper relies on this without support.
In the Netherlands, a formal assessment framework is in place for the appraisal of new healthcare interventions for reimbursement.
“In the Netherlands, a formal assessment framework is in place for the appraisal of new healthcare interventions for reimbursement.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Abstract says interviews were double coded, but most were not
MinorThe abstract describes the interviews as double coded. The methods state that only a subset of 15 interviews was double coded and the remaining interviews were coded by one researcher.
“Interviews were transcribed verbatim, double coded and analyzed using thematic analysis.”
“double coding of the remaining interviews was deemed unnecessary (i.e. remaining interviews were only coded by AR).”
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Fernandes, A., Santinha, G. A. D. S., & Forte, T. (2026) · Healthcare · doi:10.3390/healthcare14162638
- Authors
- Rotteveel, A. H., Lambooij, M. S., van de Rijt, J. J. A., van Exel, J., Moons, K. G. M., & de Wit, G. A.
- Affiliations
- Utrecht University (NL)
- National Institute for Public Health and the Environment (NL)
- Corresponding author
- Rotteveel, Adriënne H.
- Venue
- BMC Health Services Research
- Published
- 2021-04-01
- Volume
- 21
- Issue
- 1
- Pages
- 298-298
- ISSN
- 1472-6963 (ISSN-L)
- PMC
- PMC8017606
- OpenAlex
- W3144555385
- Cited by
- 16
- References
- 42
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 1 · 2023: 2 · 2022: 3 · 2021: 6
- FWCI
- 2.29
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Health Services Research (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion, other-oa)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, cc-by)
- Rivm (National Institute for Public Health and the Environment) (submittedVersion)
- Rivm (National Institute for Public Health and the Environment) (submittedVersion, other-oa)
- Funders
- Rijksinstituut voor Volksgezondheid en Milieu (S/133005)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Pharmaceutical Economics and Policy
- Health Sciences › Health Professions › General Health Professions › Healthcare cost, quality, practices
- Keywords
- stakeholder support, patient advocacy, patient associations, benzodiazepines, Fabry disease, smoking cessation interventions, psychoanalytic psychotherapy, Netherlands
- MeSH terms
- Cost-Benefit Analysis, Delivery of Health Care, Female, Humans, Maternal Health Services, Netherlands, Pregnancy, Qualitative Research
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-02.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-02.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
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