Machine learning in mental health: A systematic review of the HCI literature to support the development of effective and implementable ML systems

A Thieme, D Belgrave, G Doherty - ACM Transactions on Computer …, 2020 - dl.acm.org
High prevalence of mental illness and the need for effective mental health care, combined
with recent advances in AI, has led to an increase in explorations of how the field of machine …

A meta-analysis of motivational interviewing process: Technical, relational, and conditional process models of change.

M Magill, TR Apodaca, B Borsari, J Gaume… - Journal of consulting …, 2018 - psycnet.apa.org
Objective: In the present meta-analysis, we test the technical and relational hypotheses of
Motivational Interviewing (MI) efficacy. We also propose an a priori conditional process …

A systematic review of the literature on health and wellness coaching: defining a key behavioral intervention in healthcare

RQ Wolever, LA Simmons, GA Sforzo… - Global advances in …, 2013 - journals.sagepub.com
Primary Objective: Review the operational definitions of health and wellness coaching as
published in the peer-reviewed medical literature. Background: As global rates of …

Sustaining motivational interviewing: A meta‐analysis of training studies

CS Schwalbe, HY Oh, A Zweben - Addiction, 2014 - Wiley Online Library
Abstract Background and Aims Previous research indicates that motivational interviewing
(MI) skills decline over time among participants in training workshops when post‐workshop …

Mechanisms of change within motivational interviewing in relation to health behaviors outcomes: a systematic review

L Copeland, R McNamara, M Kelson… - Patient education and …, 2015 - Elsevier
Objective Motivational interviewing (MI) has been identified as an effective treatment for
health behaviors. Understanding the mechanisms of MI could have practical implications for …

Personality-targeted interventions for substance use and misuse

PJ Conrod - Current addiction reports, 2016 - Springer
Abstract Purpose of Review Personality factors have been implicated in risk for substance
use disorders through longitudinal and neurobiologic studies for over four decades. Only …

The effectiveness of motivational interviewing for health behaviour change in primary care settings: a systematic review

K Morton, M Beauchamp, A Prothero… - Health psychology …, 2015 - Taylor & Francis
Motivational interviewing (MI) is a patient-centred approach to behaviour change that was
originally developed in the addiction field but has increasingly been applied to public health …

Brief motivational interviewing intervention to reduce alcohol and marijuana use for at-risk adolescents in primary care.

EJ D'Amico, L Parast, WG Shadel… - Journal of consulting …, 2018 - psycnet.apa.org
Objective: The primary care (PC) setting provides a unique opportunity to address
adolescent alcohol and other drug (AOD) use. Method: We conducted a randomized …

More than reflections: Empathy in motivational interviewing includes language style synchrony between therapist and client

SP Lord, E Sheng, ZE Imel, J Baer, DC Atkins - Behavior therapy, 2015 - Elsevier
Empathy is a basic psychological process that involves the development of synchrony in
dyads. It is also a foundational ingredient in specific, evidence-based behavioral treatments …

Results from a European multicenter randomized trial of physical activity and/or healthy eating to reduce the risk of gestational diabetes mellitus: the DALI lifestyle pilot

D Simmons, JGM Jelsma, S Galjaard… - Diabetes …, 2015 - Am Diabetes Assoc
OBJECTIVE Ways to prevent gestational diabetes mellitus (GDM) remain unproven. We
compared the impact of three lifestyle interventions (healthy eating [HE], physical activity …