Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Human Factors

Date Submitted: Aug 2, 2023
Date Accepted: May 5, 2024

The final, peer-reviewed published version of this preprint can be found here:

Lessons Learned From Developing Dashboards to Support Decision-Making for Community Opioid Response by Community Stakeholders: Mixed Methods and Multisite Study

Fareed N, Olvera RG, Wang Y, Hayes M, Larimore E, Balvanz P, Langley R, Noel CA, Rock P, Redmond D, Neufeld J, Kosakowski S, Harris D, LaRochelle M, Huerta TR, Glasgow L, Oga E, Villani J, Wu E

Lessons Learned From Developing Dashboards to Support Decision-Making for Community Opioid Response by Community Stakeholders: Mixed Methods and Multisite Study

JMIR Hum Factors 2024;11:e51525

DOI: 10.2196/51525

PMID: 39250216

PMCID: 11420584

Lessons learned from developing dashboards to support decision-making for community opioid response by community stakeholders: A mixed-methods and multi-site study

  • Naleef Fareed; 
  • Ramona G Olvera; 
  • Yiting Wang; 
  • Michael Hayes; 
  • Elizabeth Larimore; 
  • Peter Balvanz; 
  • Ronald Langley; 
  • Corinna A Noel; 
  • Peter Rock; 
  • Daniel Redmond; 
  • Jessica Neufeld; 
  • Sarah Kosakowski; 
  • Daniel Harris; 
  • Marc LaRochelle; 
  • Timothy R Huerta; 
  • LaShawn Glasgow; 
  • Emmanuel Oga; 
  • Jennifer Villani; 
  • Elwin Wu

ABSTRACT

Background:

Data dashboards are published tools that present visualizations that are increasingly used to display data about behavioral health, social determinants of health, chronic and infectious disease risk, and environmental risks to inform or support public health endeavors. Dashboards can be an evidence-based approach used by communities to influence decision-making in health care for specific populations. Despite widespread use, evidence on how to best design and use dashboards in the public health realm is limited. There is also a notable dearth of studies that examine and document the complexity and heterogeneity of dashboards in community settings.

Objective:

Community stakeholders engaged in the community response to the opioid overdose crisis could benefit from the use of data dashboards for decision-making. As part of the Communities That HEAL (CTH) intervention, community data dashboards were created for stakeholders to support decision-making. We assessed stakeholders’ perceptions on the usability and use of the CTH dashboards for decision-making.

Methods:

We conducted a mixed-methods assessment between June and July 2021 on the use of CTH dashboards. We administered the System Usability Scale (SUS) and conducted semi-structured group interviews with users in 33 communities across four states of the US. The SUS comprises 10 five-point Likert scale questions measuring usability, each scored from zero to four. The interview guides were informed by the Technology Adoption Model (TAM) and focused on perceived usefulness, perceived ease of use, intention to use, and contextual factors.

Results:

Sixty-two users of the CTH dashboards completed the SUS and interviews. SUS scores (Grand Mean=73; SD=4.6) indicated that CTH dashboards were within the acceptable range for usability. From the qualitative interview data, we inductively created sub-themes within the four dimensions of the TAM to contextualize stakeholders’ perceptions on dashboard usefulness, ease of use, intention to use, and contextual factors. These data also highlighted gaps in knowledge, design, and use that could focus efforts to improve use and comprehension of dashboards by stakeholders.

Conclusions:

We present a set of prioritized gaps identified by our national group and list a set of lessons learned for improved data dashboard design and use for community stakeholders. Findings from our novel application of both the SUS and TAM provide insights and highlight important gaps and lessons learned that inform design for data dashboards for use by decision-making community stakeholders. Clinical Trial: This research was supported by the National Institutes of Health and the Substance Abuse and Mental Health Services Administration through the NIH HEAL (Helping to End Addiction Long-termSM) Initiative under award numbers UM1DA049394, UM1DA049406, UM1DA049412, UM1DA049415, UM1DA049417 (ClinicalTrials.gov Identifier: NCT04111939).


 Citation

Please cite as:

Fareed N, Olvera RG, Wang Y, Hayes M, Larimore E, Balvanz P, Langley R, Noel CA, Rock P, Redmond D, Neufeld J, Kosakowski S, Harris D, LaRochelle M, Huerta TR, Glasgow L, Oga E, Villani J, Wu E

Lessons Learned From Developing Dashboards to Support Decision-Making for Community Opioid Response by Community Stakeholders: Mixed Methods and Multisite Study

JMIR Hum Factors 2024;11:e51525

DOI: 10.2196/51525

PMID: 39250216

PMCID: 11420584

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.