Table · dataset · 2026
Table 1_Association pathways between AI training recommendation dependence and athletes’ psychological characteristics related to autonomous judgment.docx
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fpsyg.2026.1918082.s002
Introduction<p>While AI-generated training recommendations may enhance the scientific rigor of competitive sports training, their use may also be associated with athletes’ autonomy in interpreting bodily states and making training decisions.
Description
Drawing on cognitive offloading theory, self-determination theory, and the appropriate reliance framework, this study examined a serial association model linking AI training recommendation dependence, body signal outsourcing tendency, reduced sense of self-regulation, training decision hesitation, and reduced training self-efficacy.</p>Methods<p>Cross-sectional questionnaire data were collected from 381 athletes.
The hypothesized relationships were tested using structural equation modeling, bootstrap analyses of indirect associations, and multigroup analyses comparing athletes in physical-dominant and skill-dominant sports.</p>Results<p>AI training recommendation dependence was significantly and positively associated with body signal outsourcing tendency, which was, in turn, positively associated with a reduced sense of self-regulation.
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A reduced sense of self-regulation was positively associated with training decision hesitation, which was further positively associated with reduced training self-efficacy. Bootstrap analyses identified a significant serial indirect association between AI training recommendation dependence and reduced training self-efficacy through body signal outsourcing tendency, reduced sense of self-regulation, and training decision hesitation.
Multigroup analyses further indicated that the positive association between AI training recommendation dependence and body signal outsourcing tendency was stronger among athletes in physical-dominant sports than among those in skill-dominant sports.</p>Discussion<p>The findings reveal a continuous pattern of statistical associations linking AI training recommendation dependence with body signal outsourcing tendency, reduced sense of self-regulation, training decision hesitation, and reduced training self-efficacy.
These findings highlight the importance of maintaining athletes’ bodily awareness and capacity for autonomous decision-making when integrating AI-generated recommendations into competitive sports training.</p>
Links
Where it is published
- DOI doi.org/10.3389/fpsyg.2026.1918082.s002 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
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- Inferred from text
- Tabular 65%
Provenance · 11 source records, 80 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34038093 | 10 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34038093 | 9 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34038093 | 9 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34038093 | 9 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34038093 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:group:5201 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].anzsrc:group:5201 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Applied Psychology'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |