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Prior Authorization of Medication and Its Influence on Provider Behavior: Latent Class Analysis
Multinomial logistic regression predicting class membership.
a Based on estimated posterior probabilities [19].
b Class labels: Class 1=High Denial.
c Class 2=Low Volume PA.
d Class 3=Problematic Communication Issues.
e Class 4=Problematic PA Experiences.
f Covariates entered one at a time.
g Reference class for each covariate is 0: sex (M=0, F=1).
h White (Other=0, White=1).
i Specialty (Other=0, Psychiatry=1),
j Provider role (Other=0, DO/MD=1).
k Providers who write Rx (Other=0, # of providers ≥5 =1).
l Patient load
J Med Internet Res 2025;27:e75361
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Sections H (Sensation) and J (Passive joint motion and Joint pain) were not considered, as these parameters do not influence the participants’ capacity to participate in the intervention.
Patient exclusion criteria were an inability to give his or her informed written consent; presence of cognitive impairment (Montreal Cognitive Assessment score
The field trials aimed to assess the usability and acceptance of the Recovery Fun system and adherence to therapy.
JMIR Res Protoc 2025;14:e68358
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In some instances, Minderoo Foundation partnered with a professional marketing team (ie, M&C Saatchi and Magenta) to create targeted advertising campaigns to promote the program.
This study was influenced by the multicase study design by Stake [46,47] in which multiple cases are analyzed to explore and build understanding of broader research questions. The collected cases are bound together by the program, which Stake [47] refers to as the “quintain” or broad target of study.
J Med Internet Res 2025;27:e65705
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