Evidence map›Paper›PMID 38117476›Full record

ArticleHealth promotion and chronic disease prevention in Canada : research, policy and practice2023

Estimating the completeness of physician billing claims for diabetes case ascertainment: a multiprovince investigation.

Joellyn Ellison, Yong Jun Gao, Kimberley Hutchings, Sharon Bartholomew, Hélène Gardiner, Lin Yan, Karen A M Phillips, Aakash Amatya, Maria Greif, Ping Li and 6 more

Abstract read
In one paragraph

Article in Health promotion and chronic disease prevention in Canada : research, policy and practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Joellyn EllisonPublic Health Agency of Canada, Ottawa, Ontario, Canada.
Yong Jun GaoPublic Health Agency of Canada, Ottawa, Ontario, Canada.
Kimberley HutchingsPublic Health Agency of Canada, Ottawa, Ontario, Canada.
Sharon BartholomewPublic Health Agency of Canada, Ottawa, Ontario, Canada.
Hélène GardinerPublic Health Agency of Canada, Ottawa, Ontario, Canada.
Lin YanUniversity of Manitoba, Winnipeg, Manitoba, Canada.
Karen A M PhillipsChief Public Health Office, Department of Health and Wellness, Charlottetown, Prince Edward Island, Canada.
Aakash AmatyaManitoba Health, Winnipeg, Manitoba, Canada.
Maria GreifMinistry of Health Saskatchewan, Regina, Saskatchewan, Canada.
Ping LiICES, Toronto, Ontario, Canada.
Yue LiuNova Scotia Department of Health and Wellness, Halifax, Nova Scotia, Canada.
Yao NieMinistry of Health British Columbia, Victoria, British Columbia, Canada.
Josh SquiresHealth and Community Services Newfoundland and Labrador, St. John's, Newfoundland and Labrador, Canada.
J Michael PatersonICES, Toronto, Ontario, Canada.
Rolf PuchtingerMinistry of Health Saskatchewan, Regina, Saskatchewan, Canada.
Lisa Marie LixUniversity of Manitoba, Winnipeg, Manitoba, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPrevious research has suggested that how physicians are paid may affect the completeness of billing claims for estimating chronic disease. The purpose of this study is to estimate the completeness of physician billings for diabetes case ascertainment.

methodsWe used administrative data from eight Canadian provinces covering the period 1 April 2014 to 31 March 2016. The patient cohort was stratified into two mutually exclusive groups based on their physician remuneration type: fee-for-service (FFS), for those paid only on that basis; and non-fee-for-service (NFFS). Using diabetes prescription drug data as our reference data source, we evaluated whether completeness of disease case ascertainment varied with payment type. Diabetes incidence rates were then adjusted for completeness of ascertainment.

resultsThe cohort comprised 86 110 patients. Overall, equal proportions received their diabetes medications from FFS and NFFS physicians. Overall, physician payment method had little impact upon the percentage of missed diabetes cases (FFS, 14.8%; NFFS, 12.2%). However, the difference in missed cases between FFS and NFFS varied widely by province, ranging from -1.0% in Nova Scotia to 29.9% in Newfoundland and Labrador. The difference between the observed and adjusted disease incidence rates also varied by province, ranging from 22% in Prince Edward Island to 4% in Nova Scotia.

conclusionThe difference in the loss of cases by physician remuneration method varied across jurisdictions. This loss may contribute to an underestimation of disease incidence. The method we used could be applied to other chronic diseases for which drug therapy could serve as reference data source.

Indexed as

Diabetes MellitusPhysiciansPrescription DrugsHumansNova ScotiaPrescription Drugsadministrative datadata qualityhealth datanationalphysician billingsurveillance

Identifiers

PMID38117476
PMCPMC10824155

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.