Exploring Mental Well-Being Based on Daily Routine Patterns and on the Impact of Sleep Quality

This research examines the influence of regularity of routine and quality of sleep on mental well-being, providing evidence-based solutions for these basic relationships. From the data of 376 participants, the strongest predictors of mental well-being were determined to be regularity of routine and ideal duration of sleep ranging from 7–9 hours. Mental wellbeing states were classified using machine learning techniques, and XGBoost provided an accuracy of 88.20%. The results offer practical advice on how to improve mental functioning by situating healthy practices and adequate rest at the core as key drivers for building mental toughness.

Authors

Institutions

Publication Details

Published
2025-02-13
DOI
https://doi.org/10.1109/ecce64574.2025.11013979
Citations
1
Primary Topic
Sleep and related disorders
Type
article
Field-Weighted Citation Impact
2.12
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring Mental Well-Being Based on Daily Routine Patterns and on the Impact of Sleep Quality

Md. Hasibul Hasan, M. Anwar Hossain, Sumaiya Akter Ritu, Md. Taharat Al Tauhid
1 citations
Sleep and related disorders
2.12
article

Exploring Mental Well-Being Based on Daily Routine Patterns and on the Impact of Sleep Quality

Md. Hasibul Hasan, M. Anwar Hossain, Sumaiya Akter Ritu, Md. Taharat Al Tauhid
article en
1 citations

Abstract

This research examines the influence of regularity of routine and quality of sleep on mental well-being, providing evidence-based solutions for these basic relationships. From the data of 376 participants, the strongest predictors of mental well-being were determined to be regularity of routine and ideal duration of sleep ranging from 7–9 hours. Mental wellbeing states were classified using machine learning techniques, and XGBoost provided an accuracy of 88.20%. The results offer practical advice on how to improve mental functioning by situating healthy practices and adequate rest at the core as key drivers for building mental toughness.

Daffodil International University (BD)
Openalex Percentile: Top 14%
Sleep and related disorders
2.12
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.