scholarly journals Health Equity in Artificial Intelligence and Primary Care Research: Protocol for a Scoping Review (Preprint)

10.2196/27799 ◽  
2021 ◽  
Author(s):  
Jonathan Xin Wang ◽  
Sulaiman Somani ◽  
Jonathan H Chen ◽  
Sara Murray ◽  
Urmimala Sarkar
Keyword(s):  
Artificial Intelligence ◽  
Primary Care ◽  
Health Equity ◽  
Scoping Review ◽  
Research Protocol ◽  
Primary Care Research ◽  
Care Research

scholarly journals Artificial Intelligence and Primary Care Research: A Scoping Review

2020 ◽  
Vol 18 (3) ◽  
pp. 250-258 ◽  
Author(s):  
Jacqueline K. Kueper ◽  
Amanda L. Terry ◽  
Merrick Zwarenstein ◽  
Daniel J. Lizotte
Keyword(s):  
Artificial Intelligence ◽  
Primary Care ◽  
Scoping Review ◽  
Primary Care Research ◽  
Care Research

Health Equity in Artificial Intelligence and Primary Care Research: Protocol for a Scoping Review (Preprint)

2021 ◽  
Author(s):  
Jonathan Xin Wang ◽  
Sulaiman Somani ◽  
Jonathan H Chen ◽  
Sara Murray ◽  
Urmimala Sarkar
Keyword(s):  
Artificial Intelligence ◽  
Primary Care ◽  
Health Equity ◽  
Scoping Review ◽  
Underserved Populations ◽  
Care Delivery ◽  
Data Extraction ◽  
Cochrane Library ◽  
Preventative Care ◽  
The Impact

BACKGROUND Though artificial intelligence (AI) has potential to augment the patient-physician relationship in primary care, bias in intelligent healthcare systems has the potential to differentially impact vulnerable patient populations. OBJECTIVE The purpose of this scoping review is to summarize the extent to which AI systems in primary care examine the inherent bias towards or against vulnerable populations and appraise how these systems have mitigated the impact of such biases during their development. METHODS We will conduct a search update from an existing scoping review to identify AI and primary care articles in the following databases: Medline-OVID,Embase,CINAHL, Cochrane Library, Web of Science, Scopus, IEEE Xplore, ACM Digital Library, MathSciNet, AAAI, and arXiv. Two screeners will independently review all abstracts, titles and full-texts. The team will extract data using structured data extraction form and synthesize the results according to PRISMA-Scr guidelines. RESULTS This review will provide an assessment of the current state of healthcare equity within AI for primary care. Specifically, we will identify the degree to which vulnerable patients have been included, assess how bias is interpreted and documented, and understand the extent harmful biases are addressed. As of October 2020, the scoping review is in the title and abstract screening stage. The results are expected to be submitted for publication in fall of 2021. CONCLUSIONS AI applications in primary care are becoming an increasingly common tool in health care delivery, including in preventative care efforts for underserved populations. This scoping review aims to understand to what extent AI-primary care studies employ a health equity lens and take steps to mitigate bias.

scholarly journals African Primary Care Research: Performing a programme evaluation

2014 ◽  
Vol 6 (1) ◽  
Author(s):  
Lilian Dudley
Keyword(s):  
Primary Care ◽  
Qualitative Data ◽  
Developmental Process ◽  
Programme Evaluation ◽  
Primary Care Research ◽  
Qualitative Interviewing ◽  
Care Research ◽  
Data Collection And Analysis ◽  
Different Types ◽  
African Context

This article is part of a series on Primary Care Research in the African context and focuses on programme evaluation. Different types of programme evaluation are outlined: developmental, process, outcome and impact. Eight steps to follow in designing your programme evaluation are then described in some detail: engage stakeholders; establish what is known; describe the programme; define the evaluation and select a study design; define the indicators; planand manage data collection and analysis; make judgements and recommendations; and disseminate the findings. Other articles in the series cover related topics such as writing your research proposal, performing a literature review, conducting surveys with questionnaires, qualitative interviewing and approaches to quantitative and qualitative data analysis.

scholarly journals Screening for distress and depression in cancer settings: 10 lessons from 40 years of primary-care research

2011 ◽  
Vol 20 (6) ◽  
pp. 572-584 ◽  
Author(s):  
Alex J. Mitchell ◽  
Arshya Vahabzadeh ◽  
Kathryn Magruder
Keyword(s):  
Primary Care ◽  
Primary Care Research ◽  
Care Research ◽  
Screening For Distress ◽  
Cancer Settings

Depression, Diabetes and Multi-Morbidity: Results from the Northern Alberta Primary Care Research Network Data

2015 ◽  
Vol 39 ◽  
pp. S27-S28
Author(s):  
Ayodele A. Ogunleye ◽  
Donna P. Manca ◽  
Arya M. Sharma ◽  
Denise L. Campbell-Scherer
Keyword(s):  
Primary Care ◽  
Research Network ◽  
Network Data ◽  
Primary Care Research ◽  
Care Research ◽  
Northern Alberta
Sign in / Sign up

Export Citation Format

Share Document