Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study
BackgroundPrior research has linked social media usage to poorer mental health. To address these concerns, social media platforms have introduced digital well-being tools to help users monitor their engagement. Nonetheless, little is known about the effectiveness of these too...
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| Format: | Article |
| Language: | English |
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JMIR Publications
2022-08-01
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| Series: | JMIR Formative Research |
| Online Access: | https://formative.jmir.org/2022/8/e39387 |
| _version_ | 1797734794445979648 |
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| author | Tamara Barsova Zi Gi Cheong Ann R Mak Jean CJ Liu |
| author_facet | Tamara Barsova Zi Gi Cheong Ann R Mak Jean CJ Liu |
| author_sort | Tamara Barsova |
| collection | DOAJ |
| description |
BackgroundPrior research has linked social media usage to poorer mental health. To address these concerns, social media platforms have introduced digital well-being tools to help users monitor their engagement. Nonetheless, little is known about the effectiveness of these tools.
ObjectiveIn this study, we focused on Facebook to assess users’ awareness and usage of the following six Facebook well-being tools: the Unfollow, Snooze, Off-Facebook Activity, Your Time on Facebook, Set Daily Reminders, and Notification Settings features. Additionally, we examined whether the use of these tools was associated with better mental health outcomes.
MethodsWe conducted a cross-sectional survey of 598 Facebook users. The survey comprised questions about (1) baseline Facebook use, (2) the adoption of Facebook’s digital well-being tools, and (3) participant demographics. These were used to predict the primary outcome measure—scores on the 21-item Depression, Anxiety, and Stress Scale.
ResultsMost participants (580/598, 97%) knew about Facebook’s digital well-being tools, but each tool was used by only 17.4% (104/598) to 55.5% (332/598) of participants. In turn, the use of two tools was associated with better well-being; although participants who spent more time on Facebook reported higher levels of depression, anxiety, and stress, those who managed their feed content or notifications by using the Unfollow or Notification Settings features had lower scores on each of these measures. However, the use of the Snooze, Off-Facebook Activity, Your Time on Facebook, or Set Time Reminder features was not associated with lower depression, anxiety, or stress scores.
ConclusionsOf the 6 Facebook digital well-being tools, only 2 were associated with better mental health among users. This underscores the complexity of designing social media platforms to promote user welfare. Consequently, we urge further research into understanding the efficacy of various digital well-being tools.
Trial RegistrationClinicalTrials.gov NCT04967846; https://clinicaltrials.gov/ct2/show/study/NCT04967846 |
| first_indexed | 2024-03-12T12:49:39Z |
| format | Article |
| id | doaj.art-7e0c6bc64e44494ebf353b50c12b0ed4 |
| institution | Directory Open Access Journal |
| issn | 2561-326X |
| language | English |
| last_indexed | 2024-03-12T12:49:39Z |
| publishDate | 2022-08-01 |
| publisher | JMIR Publications |
| record_format | Article |
| series | JMIR Formative Research |
| spelling | doaj.art-7e0c6bc64e44494ebf353b50c12b0ed42023-08-28T22:58:02ZengJMIR PublicationsJMIR Formative Research2561-326X2022-08-0168e3938710.2196/39387Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey StudyTamara Barsovahttps://orcid.org/0000-0002-4080-8464Zi Gi Cheonghttps://orcid.org/0000-0002-7276-534XAnn R Makhttps://orcid.org/0000-0003-1033-7101Jean CJ Liuhttps://orcid.org/0000-0003-0137-3450 BackgroundPrior research has linked social media usage to poorer mental health. To address these concerns, social media platforms have introduced digital well-being tools to help users monitor their engagement. Nonetheless, little is known about the effectiveness of these tools. ObjectiveIn this study, we focused on Facebook to assess users’ awareness and usage of the following six Facebook well-being tools: the Unfollow, Snooze, Off-Facebook Activity, Your Time on Facebook, Set Daily Reminders, and Notification Settings features. Additionally, we examined whether the use of these tools was associated with better mental health outcomes. MethodsWe conducted a cross-sectional survey of 598 Facebook users. The survey comprised questions about (1) baseline Facebook use, (2) the adoption of Facebook’s digital well-being tools, and (3) participant demographics. These were used to predict the primary outcome measure—scores on the 21-item Depression, Anxiety, and Stress Scale. ResultsMost participants (580/598, 97%) knew about Facebook’s digital well-being tools, but each tool was used by only 17.4% (104/598) to 55.5% (332/598) of participants. In turn, the use of two tools was associated with better well-being; although participants who spent more time on Facebook reported higher levels of depression, anxiety, and stress, those who managed their feed content or notifications by using the Unfollow or Notification Settings features had lower scores on each of these measures. However, the use of the Snooze, Off-Facebook Activity, Your Time on Facebook, or Set Time Reminder features was not associated with lower depression, anxiety, or stress scores. ConclusionsOf the 6 Facebook digital well-being tools, only 2 were associated with better mental health among users. This underscores the complexity of designing social media platforms to promote user welfare. Consequently, we urge further research into understanding the efficacy of various digital well-being tools. Trial RegistrationClinicalTrials.gov NCT04967846; https://clinicaltrials.gov/ct2/show/study/NCT04967846https://formative.jmir.org/2022/8/e39387 |
| spellingShingle | Tamara Barsova Zi Gi Cheong Ann R Mak Jean CJ Liu Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study JMIR Formative Research |
| title | Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study |
| title_full | Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study |
| title_fullStr | Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study |
| title_full_unstemmed | Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study |
| title_short | Predicting Psychological Symptoms When Facebook’s Digital Well-being Features Are Used: Cross-sectional Survey Study |
| title_sort | predicting psychological symptoms when facebook s digital well being features are used cross sectional survey study |
| url | https://formative.jmir.org/2022/8/e39387 |
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