Information Needs and Data Harmonization—Two Sides of the Same Coin?

This article reports on a quality improvement project aimed at supporting the Community Firearm Violence Prevention (CFVP) network at the University of Michigan in the U.S. We examine the information and data needs of researchers in public health, medicine, and criminal justice. Semi-structured interviews with CFVP affiliates and researchers confirm the existence of significant limitations in existing datasets and resources to conduct firearm-violence prevention research. Study participants discussed (1) the infrastructure and research support that would improve their productivity; (2) benefits of using and combining datasets, (3) challenges when accessing data, and (4) data collection and harmonization strategies that increase research impact. We present findings highlighting data-related challenges in this space that concern researchers, data scientists, and policymakers. We conclude that researchers’ information needs and data harmonization initiatives are interrelated phenomena. Our observation carries implications for large-scale data harmonization efforts in the social and behavioral sciences.

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Publication Details

Journal
Data Science Journal
Published
2025-01-01
DOI
https://doi.org/10.5334/dsj-2025-030
Primary Topic
Gun Ownership and Violence Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Information Needs and Data Harmonization—Two Sides of the Same Coin?

Sanja Gidakovic, A.J. Million, Jenny Bossaller
Data Science Journal
Gun Ownership and Violence Research
article

Information Needs and Data Harmonization—Two Sides of the Same Coin?

Sanja Gidakovic, A.J. Million, Jenny Bossaller
article en

Abstract

This article reports on a quality improvement project aimed at supporting the Community Firearm Violence Prevention (CFVP) network at the University of Michigan in the U.S. We examine the information and data needs of researchers in public health, medicine, and criminal justice. Semi-structured interviews with CFVP affiliates and researchers confirm the existence of significant limitations in existing datasets and resources to conduct firearm-violence prevention research. Study participants discussed (1) the infrastructure and research support that would improve their productivity; (2) benefits of using and combining datasets, (3) challenges when accessing data, and (4) data collection and harmonization strategies that increase research impact. We present findings highlighting data-related challenges in this space that concern researchers, data scientists, and policymakers. We conclude that researchers’ information needs and data harmonization initiatives are interrelated phenomena. Our observation carries implications for large-scale data harmonization efforts in the social and behavioral sciences.

Data Science JournalVol. 24
Michigan Cancer Research Consortium (US), Institute for Social Research (NO)
University of Missouri
Openalex Percentile: Top 60%
Gun Ownership and Violence Research
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