Evidence map›Paper›PMID 35967689›Full record

ArticleFrontiers in psychology2022

Intersubjectivity as an antidote to stress: Using dyadic active inference model of intersubjectivity to predict the efficacy of parenting interventions in reducing stress-through the lens of dependent origination in Buddhist Madhyamaka philosophy.

S Shaun Ho, Yoshio Nakamura, Meroona Gopang, James E Swain

2 registry-linked trialsOpen access · goldAbstract read
In one paragraph

Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.7field-weighted citation impact, top 31% 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.

NCT05614661 narecruitingnot on this mapstarted 2023, after this paper: background citation

Postpartum Intervention for Mothers With Opioid Use Disorders - Brain-Behavior Mechanisms

TypeinterventionalSponsorStony Brook UniversityRan2023 to 2025Enrolled50ConditionsOpioid Use DisorderArmsMom Power
NCT07632053 narecruitingnot on this mapstarted 2025, after this paper: background citation

Postpartum Intervention for Mothers With Opioid Use Disorders (R33)

TypeinterventionalSponsorStony Brook UniversityRan2025 to 2028Enrolled80ConditionsOpioid Use Disorder, Parent-Child RelationsArmsMom Power
3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 5 citations in OpenAlex.

  1. 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

4 authors at 2 institutions in 1 country.

S Shaun HoDepartment of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, United States.
Yoshio NakamuraPain Research Center, Division of Pain Medicine, Department of Anesthesiology, University of Utah School of Medicine, Salt Lake City, UT, United States.
Meroona GopangProgram of Population Health and Clinical Outcomes Research, School of Public Health, Stony Brook University, Stony Brook, NY, United States.
James E SwainDepartment of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, United States.
Stony Brook University · USUniversity of Utah · US

Funding

Violence Across the Lifespan - Opioids Maternal BrainR01DA047336 · NIDA · STATE UNIVERSITY NEW YORK STONY BROOK · PI SWAIN, JAMES EDWARD · 2019 to 2024
$3.7M
Guanfacine Target Engagement and Validation to Improve Substance Use Outcomes in WomenR01DA047094 · NIDA · YALE UNIVERSITY · PI SINHA, RAJITA · 2019 to 2021
$2.4M
Postpartum Intervention for Mothers with Opioid Use Disorders - Brain-Behavior MechanismsR33DA053688 · NIDA · STATE UNIVERSITY NEW YORK STONY BROOK · PI Maria Muzik, James Edward Swain · 2025 to 2026
$1.5M
Postpartum Intervention for Mothers with Opioid Use Disorders - Brain-Behavior MechanismsR61DA053688 · NIDA · STATE UNIVERSITY NEW YORK STONY BROOK · PI MUZIK, MARIA, SWAIN, JAMES EDWARD · 2022 to 2023
$799k
NIDA NIH HHS R01 DA047094NIDA NIH HHS R01 DA047336NIDA NIH HHS R33 DA053688NIDA NIH HHS R61 DA053688
6 · The paper itself

Abstract

Intersubjectivity refers to one person's awareness in relation to another person's awareness. It is key to well-being and human development. From infancy to adulthood, human interactions ceaselessly contribute to the flourishing or impairment of intersubjectivity. In this work, we first describe intersubjectivity as a hallmark of quality dyadic processes. Then, using parent-child relationship as an example, we propose a dyadic active inference model to elucidate an inverse relation between stress and intersubjectivity. We postulate that impaired intersubjectivity is a manifestation of underlying problems of deficient relational benevolence, misattributing another person's intentions (over-mentalizing), and neglecting the effects of one's own actions on the other person (under-coupling). These problems can exacerbate stress due to excessive variational free energy in a person's active inference engine when that person feels threatened and holds on to his/her invalid (mis)beliefs. In support of this dyadic model, we briefly describe relevant neuroimaging literature to elucidate brain networks underlying the effects of an intersubjectivity-oriented parenting intervention on parenting stress. Using the active inference dyadic model, we identified critical interventional strategies necessary to rectify these problems and hereby developed a coding system in reference to these strategies. In a theory-guided quantitative review, we used this coding system to code 35 clinical trials of parenting interventions published between 2016 and 2020, based on PubMed database, to predict their efficacy for reducing parenting stress. The results of this theory-guided analysis corroborated our hypothesis that parenting intervention can effectively reduce parenting stress if the intervention is designed to mitigate the problems of deficient relational benevolence, under-coupling, and over-mentalizing. We integrated our work with several dyadic concepts identified in the literature. Finally, inspired by Arya Nagarjuna's Buddhist Madhyamaka Philosophy, we described abstract expressions of Dependent Origination as a relational worldview to reflect on the normality, impairment, and rehabilitation of intersubjectivity.

Indexed as

dependent origination (pratītyasamutpāda)emptiness (Śūnyatā)free energy principleintersubjectivitymaternal sensitivityparent-child dyadic interactionparenting stressrelational worldview

Identifiers

PMID35967689
PMCPMC9372294
OpenAlexW4288423785

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.