Evidence map›Paper›PMID 32075642›Full record

Observational studyBMC health services research2020

Physician code creep after the initiation of outpatient volume control program and implications for appropriate ICD-10-CM coding.

Fu-Wen Liang, Liang-Yi Wang, Lin-Yi Liu, Chung Yi Li, Tsung-Hsueh Lu

Abstract readObservational Study
In one paragraph

Observational study in BMC health services research, 2020. 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
–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

2 citing papers in PubMed.

  1. Article
  2. Auto-mapping Clinical Documents to ICD-10 using SNOMED-CT.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
    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

5 authors.

Fu-Wen LiangDepartment of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan.
Liang-Yi WangDepartment of Public Health, College of Medicine, National Cheng Kung University, No. 1, Dah Hsueh Road, Tainan City, 701, Taiwan.
Lin-Yi LiuDivision of Medical Affairs, National Health Insurance Administration, Taipei, Taiwan.
Chung Yi LiDepartment of Public Health, College of Medicine, National Cheng Kung University, No. 1, Dah Hsueh Road, Tainan City, 701, Taiwan.
Tsung-Hsueh LuDepartment of Public Health, College of Medicine, National Cheng Kung University, No. 1, Dah Hsueh Road, Tainan City, 701, Taiwan. robertlu@mail.ncku.edu.tw.ORCID http://orcid.org/0000-0003-4715-3787

Funding

National Health Insurance MOHW106-NHI-S-114-000018
6 · The paper itself

Abstract

backgroundMost studies on the physician code creep (i.e., changes in case mix record-keeping practices to improve reimbursement) have focused on episodes (inpatient hospitalizations or outpatient procedures). Little is known regarding changes in diagnostic coding practices for better reimbursement among a fixed cohort of patients with chronic diseases.

methodsTo examine whether physicians in tertiary medical centers changed their coding practices after the initiation of the Outpatient Volume Control Program (OVCP) in Taiwan, we conducted a retrospective observational study of four patient cohorts (two interventions and two controls) from January 2016 to September 2017 in Taiwan. The main outcomes were the number of outpatient visits with four coding practices: 1) OVCP monitoring code recorded as primary diagnosis; 2) OVCP monitoring code recorded as secondary diagnosis; 3) non-OVCP monitoring code recorded as primary diagnosis; 4) non-OVCP monitoring code recorded as secondary diagnosis.

resultsThe percentage change of the number of visits with coding practice 1 between 2016Q1 and 2017Q3 was - 74% for patients with hypertension and - 73% with diabetes in tertiary medical centers and - 23% and - 17% in clinics, respectively. By contrast, the percentage changes of coding practice 3 were + 73% for patients with hypertension and + 46% for patients with diabetes in tertiary medical centers and - 19% and - 2% in clinics, respectively.

conclusionsPhysician code creep occurred after the initiation of the OVCP. Education regarding appropriate outpatient coding for physicians will be relatively effective when proper coding is related to reimbursement.

Indexed as

PhysiciansAmbulatory CareClinical CodingHealth Services ResearchHumansInsurance Claim ReviewInternational Classification of DiseasesReimbursement MechanismsRetrospective StudiesTaiwanAdministrative dataClaimsDiagnosis codesMethodology

Identifiers

PMID32075642
PMCPMC7031988

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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.