Evidence map›Paper›PMID 31098887›Full record

Observational studyThe European journal of health economics : HEPAC : health economics in prevention and care2019

Costs of people with diabetes in relation to average glucose control: an empirical approach controlling for year of onset cohorts.

Beatriz Rodríguez-Sánchez, Talitha L Feenstra, Henk J G Bilo, Rob J M Alessie

Open access · greenAbstract readObservational Study
PubMed Publisher
In one paragraph

Observational study in The European journal of health economics : HEPAC : health economics in prevention and care, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.5field-weighted citation impact, top 33% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Are quality-adjusted medical prices declining for chronic disease? Evidence from diabetes care in four health systems.The European journal of health economics : HEPAC : health economics in prevention and care · 2020
    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

4 authors at 3 institutions in 2 countries.

Beatriz Rodríguez-SánchezDepartment of Economic Analysis and Finance, Faculty of Law and Social Sciences, University of Castilla la Mancha, Cobertizo de San Pedro Mártir s/n, 45071, Toledo, Spain. Beatriz.RSanchez@uclm.es.ORCID http://orcid.org/0000-0002-6146-068X
Talitha L FeenstraDepartment of Epidemiology, University Medical Centrum of Groningen, Groningen, The Netherlands.
Henk J G BiloDepartment of Internal Medicine-Management, University Medical Centrum of Groningen, Groningen, The Netherlands.
Rob J M AlessieDepartment of Economics, Econometrics and Finance, University of Groningen, Groningen, The Netherlands.
University Medical Center Groningen · NLUniversity of Castilla-La Mancha · ESUniversity of Groningen · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo estimate the impact of glycaemic control and time since diabetes diagnosis on care costs incurred by people with type 2 diabetes mellitus (T2DM). RESEARCH DESIGN AND

methodsRandom-effects linear regression models were run to test the impact of average glucose control (HbA1c) and time since diabetes diagnosis on total care spending in people with T2DM, adjusting for year of onset and other covariates. Two datasets were linked, Vektis (healthcare costs reimbursed by the Dutch mandatory health insurance) and Zodiac (clinical and sociodemographic data). The sample includes 22,612 observations, grouped in 5653 individuals from the Northern part of the Netherlands, covering 4 years (2008-2011).

resultsA 1% point increase in HbA1c is associated with a 2.2% higher total care costs. However, when treatment modality is included, the results are modified. A 1% point increase (11 mol/mol) in HbA1c is significantly associated with 3.4% higher total care costs for individuals without glucose-lowering treatment. Being treated with insulin is significantly associated with an increase in costs of 30-38% for every additional percentage point of HbA1c, depending on the covariates included. Without controlling for year of onset, an additional year of diabetes duration relates to 2.6% higher care costs, while this is 4.9% controlling for year of onset. The effect of HbA1c and diabetes duration differs between types of costs.

conclusionHbA1c, insulin treatment and diabetes duration are the main drivers of increasing care costs. The results signal the relevance of controlling for HbA1c together with treatment modality, diabetes duration and year of diagnosis effects.

Indexed as

Blood GlucoseHealth ExpendituresAgedDiabetes Mellitus, Type 2FemaleHumansMaleMiddle AgedNetherlandsProspective StudiesRegression AnalysisBlood GlucoseAverage glucose controlCare costsDiabetes durationDiabetes treatmentType 2 diabetes mellitusYear of onset cohorts

Identifiers

PMID31098887
OpenAlexW2945300863

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.