Evidence map›Paper›PMID 40784776›Full record

ArticleBMJ open2025

Hotspotters Project: a study protocol for a stepped wedge cluster RCT on the cost-effectiveness of 12-month proactive, integrated and personalised care for patients with problems on multiple life domains and high acute care use.

Vera Tiemes, Kimberley A Leming, Hanneke Borgdorff, Marc Abraham Bruijnzeels, Laurens C van Gestel, Marieke A Adriaanse, Mark van der Wel, Elske M van den Akker-van Marle, Mattijs E Numans, Rimke C Vos

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05878054 (The Hotspotters Project. Pursuing the Triple Aim in Hotspotters), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05878054 naactive not recruitingnot on this map

The Hotspotters Project. Pursuing the Triple Aim in Hotspotters: Identification and Integrated Care

TypeinterventionalSponsorLeiden University Medical CenterRan2023 to 2026Enrolled41ConditionsComplex Patient, Multimorbidity, Psychosocial Problem, Chronic DiseaseArmsProactive, integrated and personalised care
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Vera TiemesDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands v.tiemes@lumc.nl.ORCID http://orcid.org/0000-0003-0951-203X
Kimberley A LemingDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands.
Hanneke BorgdorffDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands.
Marc Abraham BruijnzeelsDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands.
Laurens C van GestelDepartment of Health, Medical and Neuropsychology, Universiteit Leiden, Leiden, Netherlands.ORCID http://orcid.org/0000-0002-2461-4301
Marieke A AdriaanseDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands.ORCID http://orcid.org/0000-0002-2218-4723
Mark van der WelRadboud Institute of Health Sciences, Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, Gelderland, Netherlands.
Elske M van den Akker-van MarleBiomedical Data Sciences, Leiden University Medical Center, Leiden, Netherlands.ORCID http://orcid.org/0000-0002-5269-509X
Mattijs E NumansDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands.
Rimke C VosDepartment of Public Health and Primary Care/Health Campus the Hague, Leiden University Medical Center (LUMC), Leiden, The Netherlands.ORCID http://orcid.org/0000-0003-1074-6255

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introduction'Hotspotters' are patients with complex care needs, defined by problems in multiple life domains and high acute care use. These patients often receive mismatched care, resulting in overuse of care and increased healthcare costs. As reliable data on effective interventions for this population are scarce, the goal of this study is to assess the cost-effectiveness of proactive, personalised, integrated care for this group. METHODS AND ANALYSIS: The Hotspotters Project is planned as a stepped wedge cluster randomised controlled trial in 20 primary care practices in the Netherlands. All practices and participants will begin with standard care during the control period (2-8 months), followed by an intervention (12 months) consisting of a positive health intake with goal setting, multidisciplinary meetings, a personalised care plan and proactive care management. The study will conclude with a follow-up (2-8 months), resulting in a total study duration of 22 months. We plan to include 200 patients with (a) problems on two or more life domains and (b) at least two acute care encounters in the previous year. Possible Hotspotters are identified using an Adjusted Clinical Groups-based algorithm or via a local primary healthcare team. OUTCOMES: Questionnaires and routine care data will be used to gather data on cost-effectiveness, which will then be assessed using multilevel analysis, with levels for the individual, cluster and duration of control period. Secondary outcomes will include psychological outcomes on self-regulation (proactive coping, patient activation, self-efficacy and intention), experience of care (satisfaction, perceived autonomy support and qualitative data from focus groups) and quality of life, qualitative analysis of the Positive Health approach, implementation outcomes and process evaluation including integration of care. ETHICS AND DISSEMINATION: The Ethics Committee of Leiden University Medical Centre granted approval (METC-LDD, P21.123). Results will be shared through peer-reviewed publication and (inter)national conference presentations. TRIAL REGISTRATION NUMBER: NCT05878054.

Indexed as

Delivery of Health Care, IntegratedPrecision MedicinePrimary Health CareCost-Benefit AnalysisHumansNetherlandsQuality of LifeRandomized Controlled Trials as TopicDelivery of Health Care, IntegratedHealth Care CostsPatient Care ManagementPatient-Centered CarePrimary Health Care

Identifiers

PMID40784776
PMCPMC12336530

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.