Moderation Effects of Daily Behavior on Associations Between Symptoms and Social Participation Outcomes After Burn Injury: A 6-Month Digital Phenotyping Study

Huan Deng; Cailin A Abouzeid; Lauren J Shepler; Pengsheng Ni; Mary D Slavin; Daniel S Barron; Juan P Herrera-Escobar; Lewis E Kazis; Colleen M Ryan; Jeffrey C Schneider

doi:10.1016/j.apmr.2024.05.011

Moderation Effects of Daily Behavior on Associations Between Symptoms and Social Participation Outcomes After Burn Injury: A 6-Month Digital Phenotyping Study

Arch Phys Med Rehabil. 2024 May 14:S0003-9993(24)01000-1. doi: 10.1016/j.apmr.2024.05.011. Online ahead of print.

Authors

Affiliations

¹ Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA.
² Boston University School of Public Health, Boston, MA.
³ Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Boston University School of Public Health, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA.
⁴ Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
⁵ Massachusetts General Hospital, Harvard Medical School, Boston, MA; Shriners Hospitals for Children-Boston®, Boston, MA, USA.
⁶ Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA; Rehabilitation Outcomes Center at Spaulding, Boston, MA; Massachusetts General Hospital, Harvard Medical School, Boston, MA. Electronic address: jcschneider@mgh.harvard.edu.

PMID: 38754720
DOI: 10.1016/j.apmr.2024.05.011

Abstract

Objective: To examine the moderation effects of daily behavior on the associations between symptoms and social participation outcomes after burn injury.

Design: A 6-month prospective cohort study.

Setting: Community.

Participants: Twenty-four adult burn survivors.

Interventions: Not applicable.

Main outcome measures: Symptoms and social participation outcomes were assessed weekly using smartphone surveys, including symptoms of pain (Patient-Reported Outcomes Measurement Information System [PROMIS] Pain Intensity and Pain Interference), anxiety (PROMIS Anxiety), and depression (Patient Health Questionnaire), as well as outcomes of social interactions and social activities (Life Impact Burn Recovery Evaluation [LIBRE] Social Interactions and Social Activities). Daily behaviors were automatically recorded by a smartphone application and smartphone logs, including physical activity (steps, travel miles, and activity minutes), sleep (sleep hours), and social contact (number of phone calls and message contacts).

Results: Multilevel models controlling for demographic and burn injury variables examined the associations between symptoms and social participation outcomes and the moderation effects of daily behaviors. Lower (worse) LIBRE Social Interactions and LIBRE Social Activities scores were significantly associated with higher (worse) PROMIS Pain Intensity, PROMIS Pain Interference, PROMIS Anxiety, and Patient Health Questionnaire-8 scores (P<.05). Additionally, daily steps and activity minutes were associated with LIBRE Social Interactions and LIBRE Social Activities (P<.05), and significantly moderated the association between PROMIS Anxiety and LIBRE Social Activities (P<.001).

Conclusions: Social participation outcomes are associated with pain, anxiety, and depression symptoms after burn injury, and are buffered by daily physical activity. Future intervention studies should examine physical activity promotion to improve social recovery after burns.

Keywords: Burns; Daily behavior; Rehabilitation; Social participation.