Back

Integrating stakeholder perspectives in modeling routine data for therapeutic decision-making

2026-02-18 epidemiology Title + abstract only
View on medRxiv
Show abstract

BackgroundRoutinely collected health data are increasingly used to generate real-world evidence for therapeutic decision-making. Yet, stakeholders, including clinicians, pharmaceutical industry representatives, patient advocacy groups, and statisticians, prioritize different aspects of data quality, analysis, and interpretation. Without explicit consideration of these perspectives, analyses risk being fragmented, misaligned with end-user needs, or lacking transparency. MethodsWe developed a sta...

Predicted journal destinations

1
BMJ Open
553 training papers
Top 12% 11.4%
2
PLOS ONE
1737 training papers
Top 54% 11.4%
3
BMC Medicine
155 training papers
Top 1% 6.2%
4
BMC Medical Research Methodology
41 training papers
Top 0.2% 5.7%
5
Journal of the American Medical Informatics Association
53 training papers
Top 4% 5.7%
6
American Journal of Epidemiology
54 training papers
Top 0.3% 4.9%
7
Journal of Clinical Epidemiology
29 training papers
Top 0.3% 4.0%
8
International Journal of Epidemiology
65 training papers
Top 2% 3.7%
9
Clinical Infectious Diseases
219 training papers
Top 15% 1.9%
10
Nature Communications
483 training papers
Top 38% 1.9%
11
Research Synthesis Methods
17 training papers
Top 0.4% 1.9%
12
JAMA Network Open
125 training papers
Top 10% 1.9%
13
Scientific Reports
701 training papers
Top 82% 1.9%
14
PLOS Medicine
95 training papers
Top 5% 1.9%
15
npj Digital Medicine
85 training papers
Top 11% 1.9%
16
Epidemiology
26 training papers
Top 0.3% 1.5%
17
eLife
262 training papers
Top 30% 1.5%
18
PLOS Computational Biology
141 training papers
Top 10% 1.3%
19
BMC Infectious Diseases
110 training papers
Top 18% 1.1%
20
Royal Society Open Science
49 training papers
Top 4% 1.1%
21
European Journal of Epidemiology
36 training papers
Top 3% 1.1%
22
Frontiers in Public Health
135 training papers
Top 26% 1.1%
23
Frontiers in Medicine
99 training papers
Top 16% 1.1%
24
BMC Public Health
148 training papers
Top 27% 0.9%
25
Epidemics
96 training papers
Top 9% 0.9%
26
BMJ
49 training papers
Top 7% 0.7%
27
Vaccine
140 training papers
Top 11% 0.7%
28
The Lancet Global Health
24 training papers
Top 2% 0.7%
29
Journal of Biomedical Informatics
37 training papers
Top 6% 0.7%
30
Epidemiology and Infection
80 training papers
Top 15% 0.7%