The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study

Adam Kruczkowski; Dominic Lovell; Sebastian Szymczyk; Marcin Wojtowicz; Natalia Piaseczna; Rafał Doniec; Ewaryst Tkacz; Katarzyna Mocny-Pachońska

doi:10.1007/978-3-031-52382-3_4

The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study

Adam Kruczkowski
, Dominic Lovell
, Sebastian Szymczyk
, Marcin Wojtowicz
, Natalia Piaseczna
, Rafał Doniec
, Ewaryst Tkacz
, Katarzyna Mocny-Pachońska

Department of Medical Informatics and Artificial Intelligence (RIB/RIB1)

Silesian University of Technology
Medical University of Silesia in Katowice

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

The goal of the project is to determine if people wear Fitness Bands that portray the amount of sleep they get daily and determine the correlation between the amount and quality of sleep compared to a number of factors like nervousness, memory and concentration. The data was collected by an online survey, and the analysis was conducted in Python, which proved the hypothesis that the lack of sleep reduces self-assessment mental acuity.

Original language	English
Title of host publication	Lecture Notes in Networks and Systems
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	33-40
Number of pages	8
DOIs	https://doi.org/10.1007/978-3-031-52382-3_4
Publication status	Published - 2024

Publication series

Name	Lecture Notes in Networks and Systems
Volume	875
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Data analysis
Deep sleep
Machine Learning
Python
REM
Sleep

ASJC Scopus subject areas

Control and Systems Engineering
Signal Processing
Computer Networks and Communications

Access to Document

10.1007/978-3-031-52382-3_4

Cite this

Kruczkowski, A., Lovell, D., Szymczyk, S., Wojtowicz, M., Piaseczna, N., Doniec, R., Tkacz, E., & Mocny-Pachońska, K. (2024). The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study. In Lecture Notes in Networks and Systems (pp. 33-40). (Lecture Notes in Networks and Systems; Vol. 875). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-52382-3_4

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abstract = "The goal of the project is to determine if people wear Fitness Bands that portray the amount of sleep they get daily and determine the correlation between the amount and quality of sleep compared to a number of factors like nervousness, memory and concentration. The data was collected by an online survey, and the analysis was conducted in Python, which proved the hypothesis that the lack of sleep reduces self-assessment mental acuity.",

keywords = "Data analysis, Deep sleep, Machine Learning, Python, REM, Sleep",

author = "Adam Kruczkowski and Dominic Lovell and Sebastian Szymczyk and Marcin Wojtowicz and Natalia Piaseczna and Rafa{\l} Doniec and Ewaryst Tkacz and Katarzyna Mocny-Pacho{\'n}ska",

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year = "2024",

doi = "10.1007/978-3-031-52382-3\_4",

language = "English",

series = "Lecture Notes in Networks and Systems",

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}

Kruczkowski, A, Lovell, D, Szymczyk, S, Wojtowicz, M, Piaseczna, N, Doniec, R, Tkacz, E & Mocny-Pachońska, K 2024, The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study. in Lecture Notes in Networks and Systems. Lecture Notes in Networks and Systems, vol. 875, Springer Science and Business Media Deutschland GmbH, pp. 33-40. https://doi.org/10.1007/978-3-031-52382-3_4

The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study. / Kruczkowski, Adam; Lovell, Dominic; Szymczyk, Sebastian et al.
Lecture Notes in Networks and Systems. Springer Science and Business Media Deutschland GmbH, 2024. p. 33-40 (Lecture Notes in Networks and Systems; Vol. 875).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

TY - CHAP

T1 - The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study

AU - Kruczkowski, Adam

AU - Lovell, Dominic

AU - Szymczyk, Sebastian

AU - Wojtowicz, Marcin

AU - Piaseczna, Natalia

AU - Doniec, Rafał

AU - Tkacz, Ewaryst

AU - Mocny-Pachońska, Katarzyna

PY - 2024

Y1 - 2024

N2 - The goal of the project is to determine if people wear Fitness Bands that portray the amount of sleep they get daily and determine the correlation between the amount and quality of sleep compared to a number of factors like nervousness, memory and concentration. The data was collected by an online survey, and the analysis was conducted in Python, which proved the hypothesis that the lack of sleep reduces self-assessment mental acuity.

AB - The goal of the project is to determine if people wear Fitness Bands that portray the amount of sleep they get daily and determine the correlation between the amount and quality of sleep compared to a number of factors like nervousness, memory and concentration. The data was collected by an online survey, and the analysis was conducted in Python, which proved the hypothesis that the lack of sleep reduces self-assessment mental acuity.

KW - Data analysis

KW - Deep sleep

KW - Machine Learning

KW - Python

KW - REM

KW - Sleep

UR - https://www.scopus.com/pages/publications/85186114655

U2 - 10.1007/978-3-031-52382-3_4

DO - 10.1007/978-3-031-52382-3_4

M3 - Chapter

AN - SCOPUS:85186114655

T3 - Lecture Notes in Networks and Systems

SP - 33

EP - 40

BT - Lecture Notes in Networks and Systems

PB - Springer Science and Business Media Deutschland GmbH

ER -

Kruczkowski A, Lovell D, Szymczyk S, Wojtowicz M, Piaseczna N, Doniec R et al. The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study. In Lecture Notes in Networks and Systems. Springer Science and Business Media Deutschland GmbH. 2024. p. 33-40. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-52382-3_4

The Influence of Sleep Quality and Duration on the Feeling of Mental Acuity During the COVID-19 Lockdown – A Pilot Study

Abstract

Publication series

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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