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Published in: Human Resources for Health 1/2023

Open Access 01-12-2023 | Care | Research

Managing uncertainty in forecasting health workforce demand using the Robust Workforce Planning Framework: the example of midwives in Belgium

Authors: Nadia Benahmed, Mélanie Lefèvre, Sabine Stordeur

Published in: Human Resources for Health | Issue 1/2023

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Abstract

Background

In Belgium, the Planning Commission for Medical Supply is responsible for monitoring human resources for health (HRH) and ultimately proposing workforce quotas. It is supported by the Planning Unit for the Supply of the Health Professions. This Unit quantifies and forecasts the workforce in the healthcare professions on the basis of a stock and flow model, based on trends observed in the past. In 2019, the Planning Unit asked the KCE (Belgian Health Care Knowledge Centre) to develop additional forecasting scenarios for the midwifery workforce, to complement the standard historical trend approach. The aim of this paper is to present the development of such forecasting scenarios.

Methods

The Robust Workforce Planning Framework, developed by the Centre for Workforce Intelligence in the UK was used to develop alternative midwifery workforce scenarios. The framework consists of four steps (Horizon scanning, Scenario generation, Workforce modelling, and Policy analysis), the first two of which were undertaken by KCE, using two online surveys and five workshops with stakeholders.

Results

Three alternative scenarios are proposed. The first scenario (close to the current situation) envisages pregnancy and maternity care centred on gynaecologists working either in a hospital or in private practice. The second scenario describes an organisation of midwife-led care in hospitals. In the third scenario, care is primarily organised by primary care practitioners (midwives and general practitioners) in outpatient settings.

Conclusions

The Robust Workforce Planning Framework provides an opportunity to adjust the modelling of the health workforce and inform decision-makers about the impact of their future decisions on the health workforce.
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Literature
1.
go back to reference Goemaes R, Fomenko Z, Laubach M, De Coen K, Roelens K, Bogaerts A. Perinatale gezondheid in Vlaanderen Jaar 2021. Brussel: Studiecentrum voor Perinatale Epidemiologie; 2022. Goemaes R, Fomenko Z, Laubach M, De Coen K, Roelens K, Bogaerts A. Perinatale gezondheid in Vlaanderen Jaar 2021. Brussel: Studiecentrum voor Perinatale Epidemiologie; 2022.
2.
go back to reference Leroy C, Van Leeuw V. Santé périnatale en Wallonie–Année 2021. Brussel: Centre d’Épidémiologie Périnatale; 2022. Leroy C, Van Leeuw V. Santé périnatale en Wallonie–Année 2021. Brussel: Centre d’Épidémiologie Périnatale; 2022.
3.
go back to reference Van Leeuw V, Leroy C. Santé périnatale en Région bruxelloise–Année 2021. Brussel: Centre d’Épidémiologie Périnatale; 2022. Van Leeuw V, Leroy C. Santé périnatale en Région bruxelloise–Année 2021. Brussel: Centre d’Épidémiologie Périnatale; 2022.
4.
go back to reference Planning Unit for Health Professionnal Supply [Cellule Planification de l'Offre des Professions des Soins de Santé]. Statistiques annuelles des professionnels des soins de santé en Belgique - Nombre de professionnels en droit d’exercer au 31/12/2021 et influx 2021. Brussels: Federal Public Service Health, Food chain safety and Environment [Service public fédéral Santé publique, Sécurité de la Chaîne alimentaire et Environnement]; 2022. Planning Unit for Health Professionnal Supply [Cellule Planification de l'Offre des Professions des Soins de Santé]. Statistiques annuelles des professionnels des soins de santé en Belgique - Nombre de professionnels en droit d’exercer au 31/12/2021 et influx 2021. Brussels: Federal Public Service Health, Food chain safety and Environment [Service public fédéral Santé publique, Sécurité de la Chaîne alimentaire et Environnement]; 2022.
5.
go back to reference Durand C, Jouck P, Miermans P, Steinberg P, Vivet V. PlanCad Sages-femmes 2019, Cellule Planification des professions de soins de santé. Brussels: Division Heath Professions and professional practices - Health Care Department from Federal Public Service Health, Food chain safety and Environment. [Service Professions des soins de santé et pratique professionnelle, DG Soins de santé, Service Publique Fédéral Santé publique, Sécurité de la chaîne alimentaire et Environnement]; 2022. Durand C, Jouck P, Miermans P, Steinberg P, Vivet V. PlanCad Sages-femmes 2019, Cellule Planification des professions de soins de santé. Brussels: Division Heath Professions and professional practices - Health Care Department from Federal Public Service Health, Food chain safety and Environment. [Service Professions des soins de santé et pratique professionnelle, DG Soins de santé, Service Publique Fédéral Santé publique, Sécurité de la chaîne alimentaire et Environnement]; 2022.
6.
go back to reference Gerkens S, Merkur S: Belgium: health system review. Copenhagen: World Health Organization. European Observatory on Health Systems and Policies Regional Office for Europe; 2020. Gerkens S, Merkur S: Belgium: health system review. Copenhagen: World Health Organization. European Observatory on Health Systems and Policies Regional Office for Europe; 2020.
8.
go back to reference Durand C, Vivet V, Jouck P, Miermans P, Steinberg P. Scénarios de base de l’évolution de la force de travail Sages-femmes 2017–2042, Cellule Planification des professions de soins de santé, Service Professions des soins de santé et pratique professionnelle, DG Soins de santé. Brussels: SPF Santé publique, Sécurité de la chaîne alimentaire et Environnement; 2020. Durand C, Vivet V, Jouck P, Miermans P, Steinberg P. Scénarios de base de l’évolution de la force de travail Sages-femmes 2017–2042, Cellule Planification des professions de soins de santé, Service Professions des soins de santé et pratique professionnelle, DG Soins de santé. Brussels: SPF Santé publique, Sécurité de la chaîne alimentaire et Environnement; 2020.
9.
go back to reference Willis G, Cave S, Kunc M. Strategic workforce planning in healthcare: a multi-methodology approach. Eur J Oper Res. 2018;267:250–63.CrossRef Willis G, Cave S, Kunc M. Strategic workforce planning in healthcare: a multi-methodology approach. Eur J Oper Res. 2018;267:250–63.CrossRef
10.
go back to reference Amanatidou E, Butter M, Carabias V, Könnölä T, Leis M, Saritas O, Schaper-Rinkel P, van Rij V. On concepts and methods in horizon scanning: lessons from initiating policy dialogues on emerging issues. Sci Public Policy. 2012;39:208–21.CrossRef Amanatidou E, Butter M, Carabias V, Könnölä T, Leis M, Saritas O, Schaper-Rinkel P, van Rij V. On concepts and methods in horizon scanning: lessons from initiating policy dialogues on emerging issues. Sci Public Policy. 2012;39:208–21.CrossRef
11.
go back to reference Benahmed N, Hendrickx E, Adriaenssens J, Stordeur S. Health workforce planning and midwifery-specific data. In: KCE reports, vol. 278. Brussels: Belgian health care knowledge centre (KCE); 2016. Benahmed N, Hendrickx E, Adriaenssens J, Stordeur S. Health workforce planning and midwifery-specific data. In: KCE reports, vol. 278. Brussels: Belgian health care knowledge centre (KCE); 2016.
12.
go back to reference The Centre for Workforce Intelligence. Horizon scanning. Analysis of key forces and factors. In: Centre for Workforce Intelligence technical paper series No. 0006 UK; 2014. The Centre for Workforce Intelligence. Horizon scanning. Analysis of key forces and factors. In: Centre for Workforce Intelligence technical paper series No. 0006 UK; 2014.
13.
go back to reference Van de Voorde C, Van den Heede K, Beguin C, Bouckaert N, Camberlin C, de Bekker P, Defourny N, De Schutter H, Devos C, Gerkens S, et al. Required hospital capacity in 2025 and criteria for rationalisation of complex cancer surgery, radiotherapy and maternity services. In KCE Reports, vol. 289. Brussels: Belgian Health Care Knowledge Centre (KCE); 2017. Van de Voorde C, Van den Heede K, Beguin C, Bouckaert N, Camberlin C, de Bekker P, Defourny N, De Schutter H, Devos C, Gerkens S, et al. Required hospital capacity in 2025 and criteria for rationalisation of complex cancer surgery, radiotherapy and maternity services. In KCE Reports, vol. 289. Brussels: Belgian Health Care Knowledge Centre (KCE); 2017.
14.
go back to reference Bureau Fédéral du Plan. Perspectives de population 2017-2070. 2018. Bureau Fédéral du Plan. Perspectives de population 2017-2070. 2018.
17.
go back to reference Leroy C, Debauche C, Daelemans C, Debiève F, Van Leeuw V. Santé périnatale en Wallonie – Année 2016. Centre d’Épidémiologie Périnatale; 2018. Leroy C, Debauche C, Daelemans C, Debiève F, Van Leeuw V. Santé périnatale en Wallonie – Année 2016. Centre d’Épidémiologie Périnatale; 2018.
18.
go back to reference Van Leeuw V, Debauche C, Daelemans C, Debiève F, Leroy C. Santé périnatale en Région bruxelloise – Année 2016. Centre d’Épidémiologie Périnatale; 2018. Van Leeuw V, Debauche C, Daelemans C, Debiève F, Leroy C. Santé périnatale en Région bruxelloise – Année 2016. Centre d’Épidémiologie Périnatale; 2018.
19.
go back to reference Devlieger R, Martens E, Martens G, Van Mol C, Cammu H. Perinatale Activiteiten in Vlaanderen 2016. Studiecentrum voor Perinatale Epidemiologie; 2017. Devlieger R, Martens E, Martens G, Van Mol C, Cammu H. Perinatale Activiteiten in Vlaanderen 2016. Studiecentrum voor Perinatale Epidemiologie; 2017.
20.
go back to reference Pirson M, Delo C, Martins D, Leclerq P: Evaluation du coût de l’accouchement: perspective hospitalière. Gunaikeia 2012;17:21–26. Pirson M, Delo C, Martins D, Leclerq P: Evaluation du coût de l’accouchement: perspective hospitalière. Gunaikeia 2012;17:21–26.
21.
22.
go back to reference World Health Organization. WHO recommendations on antenatal care for a positive pregnancy experience. 2016. World Health Organization. WHO recommendations on antenatal care for a positive pregnancy experience. 2016.
23.
go back to reference Batenburg R, van der Lee I, Wiegers T, van der Velden L. De arbeidsmarkt voor verloskundigen in 2012 en 2022/2027—Een capaciteitsraming op basis van beleidsrijke scenario’s. Utrecht: NIVEL; 2013. Batenburg R, van der Lee I, Wiegers T, van der Velden L. De arbeidsmarkt voor verloskundigen in 2012 en 2022/2027—Een capaciteitsraming op basis van beleidsrijke scenario’s. Utrecht: NIVEL; 2013.
25.
go back to reference The Centre for Workforce Intelligence. Future midwifery workforce projections-starting the discussion. Future midwifery workforce projections-starting the discussion. Centre for Workforce Intelligence. 2013. The Centre for Workforce Intelligence. Future midwifery workforce projections-starting the discussion. Future midwifery workforce projections-starting the discussion. Centre for Workforce Intelligence. 2013.
26.
go back to reference Gregorio J, Cavaco A, Velez Lapao L. A scenario-planning approach to human resources for health: the case of community pharmacists in Portugal. Hum Resour Health. 2014;12:58.CrossRefPubMedPubMedCentral Gregorio J, Cavaco A, Velez Lapao L. A scenario-planning approach to human resources for health: the case of community pharmacists in Portugal. Hum Resour Health. 2014;12:58.CrossRefPubMedPubMedCentral
27.
go back to reference Crettenden I, McCarty M, Fenech B, Heywood T, Taitz M, Tudman S. How evidence-based workforce planning in Australia is informing policy development in the retention and distribution of the health workforce. Hum Resour Health. 2014;12:7.CrossRefPubMedPubMedCentral Crettenden I, McCarty M, Fenech B, Heywood T, Taitz M, Tudman S. How evidence-based workforce planning in Australia is informing policy development in the retention and distribution of the health workforce. Hum Resour Health. 2014;12:7.CrossRefPubMedPubMedCentral
28.
go back to reference Health Workforce Australia. Health Workforce 2025—doctors, nurses and midwives. Vol 1. Adelaïde; 2012. Health Workforce Australia. Health Workforce 2025—doctors, nurses and midwives. Vol 1. Adelaïde; 2012.
29.
go back to reference Laurence C, Karnon J. What will make a difference? Assessing the impact of policy and non-policy scenarios on estimations of the future GP workforce. Hum Resour Health. 2017;15:43.CrossRefPubMedPubMedCentral Laurence C, Karnon J. What will make a difference? Assessing the impact of policy and non-policy scenarios on estimations of the future GP workforce. Hum Resour Health. 2017;15:43.CrossRefPubMedPubMedCentral
30.
go back to reference Devos C, Cordon A, Lefèvre M, Obyn C, Renard F, Bouckaert N, Gerkens S, Maertens de Noordhout C, Devleesschauwer B, Haelterman M, et al. Performance of the Belgian health system—report 2019—supplement, KCE reports. Brussels: Belgian Health Care Knowledge Centre (KCE); 2019. Devos C, Cordon A, Lefèvre M, Obyn C, Renard F, Bouckaert N, Gerkens S, Maertens de Noordhout C, Devleesschauwer B, Haelterman M, et al. Performance of the Belgian health system—report 2019—supplement, KCE reports. Brussels: Belgian Health Care Knowledge Centre (KCE); 2019.
31.
go back to reference Vivet V, Durand C, Jouck P, Nkenné D, Steinberg P. La force de travail des infirmiers en 2043: projection future sur base de l'influx réel jusque 2020. Résultats des scénarios de base: SYNTHÈSE. Cellule Planification de l’offre des professions des soins de santé. Service Professions de Santé et Pratique professionnelle DG Soins de santé. SPF Santé publique, Sécurité de la chaîne alimentaire et Environnement; 2022. Vivet V, Durand C, Jouck P, Nkenné D, Steinberg P. La force de travail des infirmiers en 2043: projection future sur base de l'influx réel jusque 2020. Résultats des scénarios de base: SYNTHÈSE. Cellule Planification de l’offre des professions des soins de santé. Service Professions de Santé et Pratique professionnelle DG Soins de santé. SPF Santé publique, Sécurité de la chaîne alimentaire et Environnement; 2022.
Metadata
Title
Managing uncertainty in forecasting health workforce demand using the Robust Workforce Planning Framework: the example of midwives in Belgium
Authors
Nadia Benahmed
Mélanie Lefèvre
Sabine Stordeur
Publication date
01-12-2023
Publisher
BioMed Central
Keyword
Care
Published in
Human Resources for Health / Issue 1/2023
Electronic ISSN: 1478-4491
DOI
https://doi.org/10.1186/s12960-023-00861-1

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