Evidence map›Paper›PMID 36213520›Full record

ArticleAdvances in neurodevelopmental disorders2022

How Might Indices of Happiness Inform Early Intervention Research and Decision Making?

Amarie Carnett, Leslie Neely, Meng-Ting Chen, Katherine Cantrell, Erin Santos, Shahla Ala'i-Rosales

Open access · hybridAbstract read
In one paragraph

Article in Advances in neurodevelopmental disorders, 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
2.1field-weighted citation impact, top 13% 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, 12 citations in OpenAlex.

  1. An Examination of Context-Aware Augmentative and Alternative Communication with Automated Response Options for Academic Communication from Autistic Children.Journal of special education technology : a publication of Utah State University, the Association for Special Education Technology, and the Technology and Media Division of the Council for Exceptional Children · 2026
    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

6 authors at 4 institutions in 3 countries.

Amarie CarnettFaculty of Education, Educational Psychology, Victoria University of Wellington, Wellington, New Zealand.ORCID 0000-0002-0494-3941
Leslie NeelyDepartment of Educational Psychology, The University of Texas at San Antonio, San Antonio, TX USA.ORCID 0000-0002-2171-3304
Meng-Ting ChenDepartment of Educational Psychology and Counseling, National Taiwan Normal University, Taipei, Taiwan.ORCID 0000-0001-7724-5346
Katherine CantrellDepartment of Educational Psychology, The University of Texas at San Antonio, San Antonio, TX USA.
Erin SantosDepartment of Educational Psychology, The University of Texas at San Antonio, San Antonio, TX USA.
Shahla Ala'i-RosalesDepartment of Behavior Analysis, University of North Texas, Denton, TX USA.
The University of Texas at San Antonio · USNational Taiwan Normal University · TWUniversity of North Texas · USVictoria University of Wellington · NZ

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Abstract: Objectives: The child-caregiver relationship is the foundation for which intervention occurs. Therefore, the acceptability of the intervention should be considered for both parties. Indices of happiness (IOH) have shown to be effective in assessing social validity and providing insight to improving interventions to promote better quality of life. However, to date, there is limited attention to the integration of IOH in very early caregiver-led intervention. The purpose of this study is to explore how researchers and clinicians might collect direct data on IOH to assess the acceptability of an intervention. Methods: Participants in this study included 4 children, ages 19-26 months old, identified as "at-risk" for autism, and their caregivers. Caregiver-led intervention focused on pairing, play, and following the child's lead. IOH data was collected on both child and caregiver using 10 s partial-interval recording. Data analysis from the intervention is presented using three different approaches: pre/post-analysis on an individual level, pre/post-analysis on a dyad level, and during intervention as a primary dependent variable. Results: Variations were seen in levels of happiness, both on an individual level and dyad level. IOH for caregivers increased in relation as their fidelity increased but child IOH decreased as they acquired the targeted skill. Conclusions: Direct observation of happiness data is likely to provide valuable insight into participants perception of an intervention. And retrospective analysis may be a valuable tool for reflection and guidance and planning of future interventions. Supplementary Information: The online version contains supplementary material available at 10.1007/s41252-022-00288-0.

Indexed as

AutismCaregiver-led interventionEarly interventionIndices of happinessSocial validity

Identifiers

PMID36213520
PMCPMC9527140
OpenAlexW4300964691

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.