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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Aug 3, 2021
Date Accepted: Dec 12, 2021
Date Submitted to PubMed: Feb 22, 2022

The final, peer-reviewed published version of this preprint can be found here:

The Impact of COVID-19 Lockdown on Daily Activities, Cognitions, and Stress in a Lonely and Distressed Population: Temporal Dynamic Network Analysis

Haucke M, Heinz A, Liu S, Heinzel S

The Impact of COVID-19 Lockdown on Daily Activities, Cognitions, and Stress in a Lonely and Distressed Population: Temporal Dynamic Network Analysis

J Med Internet Res 2022;24(3):e32598

DOI: 10.2196/32598

PMID: 35191843

PMCID: 8972118

COVID-19 lockdown increases the temporal dynamic impact of loneliness on daily activities, cognitions, and stress in a lonely and distressed population

  • Matthias Haucke; 
  • Andreas Heinz; 
  • Shuyan Liu; 
  • Stephan Heinzel

ABSTRACT

Background:

The COVID-19 pandemic and its associated lockdown measures impacted mental health worldwide. However, temporal dynamics of causal factors that modulate mental health during lockdown are not well understood.

Objective:

The main objective of the study was to understand how a COVID-19 lockdown changes the temporal dynamics of loneliness and other factors affecting mental health.

Methods:

We combined ecological momentary assessments (EMA) with wrist-worn motion tracking to investigate the mechanism and changes in network centrality of symptoms and behaviors before and during lockdown. 258 participants were assessed 8 times a day for 7 consecutive days over a 213-day period from 8 August 2020 through 9 March 2021 in Germany, covering a “no-lockdown” and a “lockdown” stage. COVID-19 related worry, information seeking, perceived restriction and loneliness were assessed by digital visual analogue scales ranging from 0 -100. Social activity was assessed on a 7-point Likert scale, while physical activity was recorded from wrist-worn actigraphy devices.

Results:

We built a multilevel vector autoregressive model (mIVAR) to estimate dynamic networks. To compare network characteristics between a no-lockdown stage and a lockdown stage, we performed permutation tests. We found loneliness played a prominent role in networks across these two stages, as indicated by its centrality index (i.e., an index to identify a central variable that has a strongest influence on the other variables). During lockdown, the centrality of loneliness was significantly increased. Physical activity contributed to a decrease in loneliness amid the lockdown stage.

Conclusions:

The COVID-19 lockdown increased the central role of loneliness affecting negative cognitions and stress. Loneliness may be a prime candidate for intervention, as loneliness was found to be the most important trigger for consecutive negative mental health changes during lockdown. Physical activity can serve as a buffer for loneliness amid social restrictions.


 Citation

Please cite as:

Haucke M, Heinz A, Liu S, Heinzel S

The Impact of COVID-19 Lockdown on Daily Activities, Cognitions, and Stress in a Lonely and Distressed Population: Temporal Dynamic Network Analysis

J Med Internet Res 2022;24(3):e32598

DOI: 10.2196/32598

PMID: 35191843

PMCID: 8972118

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