Evidence map›Paper›PMID 36921899›Full record

ArticleValue in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research2023

Use of Big Data and Ethical Issues for Populations With Substance Use Disorder.

Elizabeth A Evans, Kimberley H Geissler

Abstract readEditorial
In one paragraph

Article in Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research, 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

2 authors.

Elizabeth A EvansDepartment of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA, USA.
Kimberley H GeisslerDepartment of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA, USA. Electronic address: kgeissler@umass.edu.

Funding

Massachusetts Justice Cooperative Opioid Innovation Network (JCOIN) Research CenterUG1DA050067 · NIDA · UNIVERSITY OF MASSACHUSETTS AMHERST · PI EVANS, ELIZABETH A., FRIEDMANN, PETER D · 2019 to 2023
$10.5M
The Role of Insurance Networks and Organizational Factors in Guideline-Concordant Care for Serious Mental IllnessR34MH123628 · NIMH · UNIVERSITY OF MASSACHUSETTS AMHERST · PI GEISSLER, KIMBERLEY LYNN H · 2021 to 2023
$716k
NIDA NIH HHS UG1 DA050067NIMH NIH HHS R34 MH123628
6 · The paper itself

Abstract

With expanding data availability and computing power, health research is increasingly relying on big data from a variety of sources. We describe a state-level effort to address aspects of the opioid epidemic through public health research, which has resulted in an expansive data resource combining dozens of administrative data sources in Massachusetts. The Massachusetts Public Health Data Warehouse is a public health innovation that serves as an example of how to address the complexities of balancing data privacy and access to data for public health and health services research. We discuss issues of data protection and data access, and provide recommendations for ethical data governance. Keeping these issues in mind, the use of this data resource has the potential to allow for transformative research on critical public health issues.

Indexed as

Big DataSubstance-Related DisordersHealth Services ResearchHumansPrivacyPublic Healthadministrative dataethics

Identifiers

PMID36921899
PMCPMC10497717

What OpenQuestion holds

Textmetadata
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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.