Evidence map›Paper›PMID 36767581›Full record

ArticleInternational journal of environmental research and public health2023

Happiness Detected by the Emotion Cognition System Is Associated with Burnout in an Information Technology Products and Services Trading Company.

Yasumasa Otsuka, Yukiko Sagisaka, Junko Nakamura, Keiko Hara, Masaki Okada, Yuko Takeuchi, Mizuki Tsuchiya, Yutaka Monden

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2023. 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
1.3field-weighted citation impact, top 20% 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. Predictors of Couple Burnout among Turkish Married Individuals.Behavioral sciences (Basel, Switzerland) · 2024
    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 1 institution in 1 country.

Yasumasa OtsukaFaculty of Human Sciences, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.ORCID 0000-0003-2027-7763
Yukiko SagisakaR & D Center for Working Persons' Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.
Junko NakamuraR & D Center for Working Persons' Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.
Keiko HaraR & D Center for Working Persons' Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.
Masaki OkadaFaculty of Human Sciences, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.
Yuko TakeuchiTEKWIND Co., Ltd., 3-19-11 Yushima, Bunkyo-ku, Tokyo 1130034, Japan.
Mizuki TsuchiyaTEKWIND Co., Ltd., 3-19-11 Yushima, Bunkyo-ku, Tokyo 1130034, Japan.
Yutaka MondenTEKWIND Co., Ltd., 3-19-11 Yushima, Bunkyo-ku, Tokyo 1130034, Japan.
Otsuka (Japan) · JP

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

(1) Background: Although many previous studies have found an association between burnout and emotions, none have examined the association between emotions detected by an emotion cognition system and burnout. The purpose of this study is to examine the relationship between the emotions detected by the emotion cognition system and burnout among workers. We hypothesized that burnout survivors are less likely to express their emotions as facial expressions. (2) Methods: One hundred and forty-one workers at an Information Technology (IT) products and services trading company were asked to take facial images for three months when they started and left work and responded to a burnout questionnaire once a month. Microsoft Azure was used to detect their emotions. (3) Results: Hierarchical multiple regression analyses revealed that happiness in Period 1 was significantly and negatively associated with burnout at Time 2. This association was also observed after the various covariates were included. However, burnout at Time 3 was not significantly related to any emotions in Period 1. (4) Conclusions: Happiness, as detected by the emotion cognition system, was associated with burnout immediately afterward.

Indexed as

Burnout, ProfessionalHappinessCognitionEmotionsHumansInformation Technologyburnoutemotionemotion cognition systemhappinessworker

Identifiers

PMID36767581
PMCPMC9915531
OpenAlexW4318200230

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.