Using Machine Learning to Analyze the Predictors of Life Satisfaction: Focus on Lifestyle Attitudes and Psychological Factors

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This study uses machine learning models to identify predictors of life satisfaction among 1,366 general population participants. It analyzes lifestyle parameters, psychological issues, and processes, finding that depression scores, psychological inflexibility, marital status, social rhythm, and procrastination are the top influencing factors. The resource is relevant for researchers or clinicians interested in quantitative analyses of well-being determinants.

ID
32437f134e6d4a13
Source org
PubMed Central
Author
Furkan Bahadır Alptekin (Sağlık Bilimleri Üniversitesi), Ebrar Torlak (Sağlık Bilimleri Üniversitesi), Özge Asik (Sağlık Bilimleri Üniversitesi), Betul Karaaslan (Sağlık Bilimleri Üniversitesi), Ebru Turgal (Ankara University), Hüseyin Şehit Burhan (Sağlık Bilimleri Üniversitesi), Hasan Mervan Aytaç (Sağlık Bilimleri Üniversitesi), Oya Güçlü (Sağlık Bilimleri Üniversitesi)
Published
2026-04-01
OA status
gold
DOI
10.1002/mpr.70051
PMID
Not recorded
PMCID
Not recorded
Citations
0

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BibTeX

@article{allodium:32437f134e6d4a13,
  title = {Using Machine Learning to Analyze the Predictors of Life Satisfaction: Focus on Lifestyle Attitudes and Psychological Factors},
  author = {Furkan Bahadır Alptekin and Ebrar Torlak and Özge Asik and Betul Karaaslan and Ebru Turgal and Hüseyin Şehit Burhan and Hasan Mervan Aytaç and Oya Güçlü},
  year = {2026},
  journal = {PubMed Central},
  doi = {10.1002/mpr.70051},
  url = {https://doi.org/10.1002/mpr.70051}
}

RIS

TY  - JOUR
TI  - Using Machine Learning to Analyze the Predictors of Life Satisfaction: Focus on Lifestyle Attitudes and Psychological Factors
AU  - Alptekin, Furkan Bahadır
AU  - Torlak, Ebrar
AU  - Asik, Özge
AU  - Karaaslan, Betul
AU  - Turgal, Ebru
AU  - Burhan, Hüseyin Şehit
AU  - Aytaç, Hasan Mervan
AU  - Güçlü, Oya
PY  - 2026
PB  - PubMed Central
DO  - 10.1002/mpr.70051
UR  - https://doi.org/10.1002/mpr.70051
ER  -

APA

Alptekin, F. B., Torlak, E., Asik, Ö., Karaaslan, B., Turgal, E., Burhan, H. Ş., Aytaç, H. M., & Güçlü, O. (2026). Using Machine Learning to Analyze the Predictors of Life Satisfaction: Focus on Lifestyle Attitudes and Psychological Factors. PubMed Central. https://doi.org/10.1002/mpr.70051

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