Evidence map›Paper›PMID 40799775›Full record

ArticleJournal of the Endocrine Society2025

Leveraging User-Centered Design and Usability and Skills Testing for a Novel Diabetes Survival Skills Toolkit.

Stephen Freeman, Liam Lecka, Ka'Derricka Davis, Grace Prince, Kevin Carthy, Jane Jeffrie Seley, Jing Song, Jungwha Lee, Stacy Cooper Bailey, Rebeca Khorzad and 5 more

Abstract read
In one paragraph

Article in Journal of the Endocrine Society, 2025. 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. 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

15 authors.

Stephen FreemanDivision of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0009-0000-5378-1910
Liam LeckaCenter for Health Services & Outcomes Research, Northwestern University Feinberg School of Medicine Institute for Public Health and Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0009-0002-5310-3540
Ka'Derricka DavisCenter for Health Services & Outcomes Research, Northwestern University Feinberg School of Medicine Institute for Public Health and Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0000-0001-9386-063X
Grace PrinceDivision of Endocrinology, Diabetes and Metabolism, Virginia Commonwealth University, Richmond, VA 23298, USA.ORCID https://orcid.org/0009-0009-8522-4129
Kevin CarthyDivision of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0009-0002-6202-1942
Jane Jeffrie SeleyDivision of Endocrinology, Diabetes and Metabolism, Weill Cornell Medicine, New York, NY 10021, USA.ORCID https://orcid.org/0000-0003-1582-4320
Jing SongDepartment of Preventative Medicine, Division of Biostatistics and Informatics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0000-0002-8881-9664
Jungwha LeeDepartment of Preventative Medicine, Division of Biostatistics and Informatics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0000-0002-0806-0847
Stacy Cooper BaileyDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0000-0002-2566-3789
Rebeca KhorzadDepartment of Industrial Engineering and Management Sciences, Northwestern University McCormick School of Engineering, Evanston, IL 60208, USA.ORCID https://orcid.org/0000-0002-6425-6916
David GatchellDepartment of Biomedical Engineering, Northwestern University McCormick School of Engineering, Evanston, IL 60208, USA.ORCID https://orcid.org/0000-0002-3085-9786
Bruce AnkenmanDepartment of Industrial Engineering and Management Sciences, Northwestern University McCormick School of Engineering, Evanston, IL 60208, USA.ORCID https://orcid.org/0000-0001-5805-7868
Daniel Rees LewisDepartment of Learning Sciences, Northwestern University School of Education and Social Policy, Evanston, IL 60208, USA.ORCID https://orcid.org/0000-0003-2940-1417
Jane L HollCenter for Healthcare Delivery Science and Innovation, University of Chicago, Chicago, IL 60637, USA.ORCID https://orcid.org/0000-0002-2934-1672
Amisha WalliaDivision of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID https://orcid.org/0000-0002-3183-4062

Funding

Adaption, Implementation and Testing of a Telehealth Diabetes Discharge Intervention to Improve Transitions of CareR01DK131469 · NIDDK · NORTHWESTERN UNIVERSITY AT CHICAGO · PI WALLIA, AMISHA · 2022 to 2024
$964k
AHRQ HHS R18 HS026143NIDDK NIH HHS R01 DK131469
6 · The paper itself

Abstract

Purpose: With the expansion of telemedicine, patient-centered approaches for delivering diabetes mellitus (DM) self-care education in both in-person and remote settings are needed. A novel Diabetes Survival Skills Toolkit (Kit) (physical toolkit, website, paper guide) was developed, using a user-centered design approach. The aim of this study was to develop a hybrid protocol to assess the perceived usability of the Kit and the skills attainment of its users. Methods: Adults without prior exposure to DM self-care were recruited. User tests were conducted between January 2021 and July 2022. Initially, the usability of the website alone was tested. Then, usability and skills attainment tests were conducted with all 3 components delivered together. Usability was measured by the System Usability Scale (SUS) and skills attainment was measured thorough simulated insulin injection and lancing device use. Results: User tests (N = 43) were conducted remotely (27/43; 63%) and in-person (16/43; 37%). SUS scores were largely excellent (35%) or acceptable (47%). Users who completed skills attainment testing (N = 32) all successfully injected insulin with simulation supplies. However, SUS scores and skills attainment were poorly correlated: users with unacceptable SUS scores (4/32, 13%) successfully attained the tested skills, while 2 of the 3 users who did not demonstrate successful lancing device use had excellent SUS scores. Conclusion: Hybrid user testing of a multi-component Kit to teach DM survival skills showed high skills attainment among adult users new to DM self-care. Pairing usability and skills attainment testing can help optimize the design of DM education interventions.

Indexed as

diabetes mellitusdiabetes self-care educationremote education deliverysystems usability scaleuser-centered designuser testing

Identifiers

PMID40799775
PMCPMC12342865

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.