Evidence map›Paper›PMID 26871762›Full record

ArticlePopulation health management2016

The Impact of Personalized Preventive Care on Health Care Quality, Utilization, and Expenditures.

Shirley Musich, Shaohung Wang, Kevin Hawkins, Andrea Klemes

Open access · hybridAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Population health management, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
4.5field-weighted citation impact, top 6% 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

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 61 citations in OpenAlex.

  1. Pooled it
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  3. Review
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  5. Review
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  7. Article
  8. Article
  9. Promoting Behavioral Change to Improve Health Outcomes.Behavioral sciences (Basel, Switzerland) · 2025
    Article
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  20. eHealth Platforms to Promote Autonomous Life and Active Aging: A Scoping Review.International journal of environmental research and public health · 2022
    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 1 institution in 1 country.

Shirley Musich1 Advanced Analytics , Optum, Ann Arbor, Michigan.
Shaohung Wang1 Advanced Analytics , Optum, Ann Arbor, Michigan.
Kevin Hawkins1 Advanced Analytics , Optum, Ann Arbor, Michigan.
Andrea Klemes2 MDVIP , Boca Raton, Florida.
Optum (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The objective of this study was to evaluate the impact on health care utilization and expenditure trends over time of a personalized preventive medicine program delivering individualized care focused on lifestyle behavior modification, disease prevention, and compliance with quality-related metrics. MD-Value in Prevention (MDVIP) is a network of affiliated primary care physicians who utilize a model of health care delivery based on an augmented physician-patient relationship and focused on personalized preventive health care. Multivariate modeling was used to control for demographics, socioeconomics, supply of health care services, and health status among 10,186 MDVIP members and randomly selected, matched nonmembers. Health care utilization and expenditure trends were tracked from the pre period prior to member enrollment for a period of up to 3 years post enrollment. MDVIP members experienced reduced utilization of emergency room and urgent care services compared to nonmembers. Program savings ranges indicated that, over time, increasing percentages of members achieved cost savings compared to nonmembers. Older age groups were more likely to realize savings in the early years with preventive activities indicating condition management, and younger age groups were most likely to achieve savings by the third year after enrollment. These results indicate that a primary care model based on an enhanced physician-patient relationship and focused on quality and personalized preventive care within a time frame of 3 years can achieve positive health care expenditure outcomes and improved health management.

Indexed as

Health ExpendituresQuality of Health CareAdultAgedAged, 80 and overCost SavingsFemaleHealth ServicesHealth Services ResearchHumansMaleMiddle AgedPhysician-Patient RelationsPreventive Health ServicesRisk Reduction Behavior

Identifiers

PMID26871762
PMCPMC5296930
OpenAlexW2291318674

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.