Evidence map›Paper›PMID 35957957›Full record

ArticleHealth psychology and behavioral medicine2022

Latent growth curve modeling of physical activity trajectories in a positive-psychology and motivational interviewing intervention for people with type 2 diabetes.

Rachel A Millstein, Julia Golden, Brian C Healy, Hermioni L Amonoo, Lauren E Harnedy, Alba Carrillo, Christopher M Celano, Jeff C Huffman

Open access · goldAbstract read
In one paragraph

Article in Health psychology and behavioral medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.4field-weighted citation impact, top 42% of its field
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

1 citing paper in PubMed, 3 citations in OpenAlex.

  1. Trajectories of postoperative nutritional risk changes in patients with oesophageal cancer and their relationship with symptom recovery-a multicentre longitudinal study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    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

8 authors at 5 institutions in 1 country.

Rachel A MillsteinDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
Julia GoldenSchool of Medicine, University of Connecticut, Farmington, CT, USA.
Brian C HealyHarvard Medical School, Boston, MA, USA.
Hermioni L AmonooHarvard Medical School, Boston, MA, USA.
Lauren E HarnedyDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
Alba CarrilloDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
Christopher M CelanoDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
Jeff C HuffmanDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
Harvard University · USMassachusetts General Hospital · USBrigham and Women's Hospital · USDana-Farber Cancer Institute · USUniversity of Connecticut · US

Funding

A Positive Psychology Intervention for Allogeneic Stem Cell Transplant Patients.K08CA251654 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI AMONOO, HERMIONI L. · 2020 to 2024
$1.3M
Testing the feasibility and preliminary efficacy of a multilevel intervention to promote physical activity among patients with metabolic syndromeK23HL135277 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI MILLSTEIN, RACHEL A. · 2017 to 2021
$834k
A psychological-behavioral intervention for physical activity in type 2 diabetesR21DK109313 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI HUFFMAN, JEFF C · 2016 to 2018
$470k
NCI NIH HHS K08 CA251654NHLBI NIH HHS K23 HL135277NIDDK NIH HHS R21 DK109313
6 · The paper itself

Abstract

backgroundPhysical activity is critical for preventing and treating Type 2 diabetes (T2D). It is important to identify different profiles of physical activity change among those participating in behavioral interventions to optimize intervention-person fit.

methodsThis study analyzes longitudinal trajectories of change in moderate-to-vigorous physical activity (MVPA) in a positive psychology (PP) and motivational interviewing (MI) intervention for T2D, using latent growth curve modeling (LGCM). Objective measures of MVPA were collected using accelerometers at three time points: pre-intervention, immediately post-intervention, and eight weeks post-intervention. LGCM analyses identified subpopulations of participants who responded similarly to the intervention and examined if sociodemographic, medical and psychosocial characteristics were associated with MVPA trajectories.

resultsAnalyses included 47 participants with complete follow-ups: 49% male, 81% non-Hispanic white, average age 66.1 (

conclusionsThis secondary analysis detected three distinct physical activity profiles during and after a PP-MI intervention. Future interventions can target individuals with characteristics that showed the greatest benefit and add additional supports to people in groups that did not increase physical activity as much. These findings show a need for targeted and sustained behavior change strategies during and after physical activity interventions.

Indexed as

latent growth modellongitudinal modelphysical activitypositive psychologyType 2 diabetes

Identifiers

PMID35957957
PMCPMC9359186
OpenAlexW4289767029

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.