Article Version of Record

Explaining the efficacy of an internet-based behavioral activation intervention for major depression: A mechanistic study of a randomized-controlled trial

Author(s) / Creator(s)

Fu, Zhongfang
Burger, Huibert
Arjadi, Retha
Nauta, Maaike H.
Bockting, Claudi L. H.

Abstract / Description

Background: Behavioral activation is an effective treatment for depression that is theorized to facilitate structured increases in enjoyable activities that increase opportunities for contact with positive reinforcement; to date, however, only few mechanistic studies focused on a standalone intervention. Method: Interventions using internet-based behavioral activation or psychoeducation were compared based on data from a randomized-controlled trial of 313 patients with major depressive disorder. Activation level and depression were measured fortnightly (baseline, Weeks 2, 4, 6, 8, 10), using the Patient Health Questionnaire-9 and the Behavioral Activation for Depression Scale-Short Form, respectively. Analysis was performed to determine if a change in activation level mediated treatment efficacy. Results: Latent growth modeling showed that internet-based behavioral activation treatment significantly reduced depressive symptoms from baseline to the end of treatment (standardized coefficient = −.13, p = .017) by increasing the rate of growth in the activation level (mediated effect estimate = −.17, 95% CI [−.27, −.07]. Results from mixed effects and simplex models showed that it took 4 weeks before mediation occurred (i.e., a significant change in activation that led to a reduction in depressive symptoms). Conclusion: Activation level likely mediated the therapeutic effect of behavioral activation on depression in our intervention. This finding may be of significant value to clinicians and depressed individuals who should anticipate a 4-week window before seeing a prominent change in activation level and a 6-week window before depressive symptomatology reduces. Future research must consolidate our findings on how behavioral activation works and when mediation occurs.

Keyword(s)

psychological interventions working mechanisms behavioral activation depression internet-based intervention lay counselors

Persistent Identifier

Date of first publication

2021-09-30

Journal title

Clinical Psychology in Europe

Volume

3

Issue

3

Article number

Article e5467

Publisher

PsychOpen GOLD

Publication status

publishedVersion

Review status

peerReviewed

Is version of

Citation

Fu, Z., Burger, H., Arjadi, R., Nauta, M. H., & Bockting, C. L. H. (2021). Explaining the efficacy of an internet-based behavioral activation intervention for major depression: A mechanistic study of a randomized-controlled trial. Clinical Psychology in Europe, 3(3), Article e5467. https://doi.org/10.32872/cpe.5467
  • Author(s) / Creator(s)
    Fu, Zhongfang
  • Author(s) / Creator(s)
    Burger, Huibert
  • Author(s) / Creator(s)
    Arjadi, Retha
  • Author(s) / Creator(s)
    Nauta, Maaike H.
  • Author(s) / Creator(s)
    Bockting, Claudi L. H.
  • PsychArchives acquisition timestamp
    2022-04-14T11:19:39Z
  • Made available on
    2022-04-14T11:19:39Z
  • Date of first publication
    2021-09-30
  • Abstract / Description
    Background: Behavioral activation is an effective treatment for depression that is theorized to facilitate structured increases in enjoyable activities that increase opportunities for contact with positive reinforcement; to date, however, only few mechanistic studies focused on a standalone intervention. Method: Interventions using internet-based behavioral activation or psychoeducation were compared based on data from a randomized-controlled trial of 313 patients with major depressive disorder. Activation level and depression were measured fortnightly (baseline, Weeks 2, 4, 6, 8, 10), using the Patient Health Questionnaire-9 and the Behavioral Activation for Depression Scale-Short Form, respectively. Analysis was performed to determine if a change in activation level mediated treatment efficacy. Results: Latent growth modeling showed that internet-based behavioral activation treatment significantly reduced depressive symptoms from baseline to the end of treatment (standardized coefficient = −.13, p = .017) by increasing the rate of growth in the activation level (mediated effect estimate = −.17, 95% CI [−.27, −.07]. Results from mixed effects and simplex models showed that it took 4 weeks before mediation occurred (i.e., a significant change in activation that led to a reduction in depressive symptoms). Conclusion: Activation level likely mediated the therapeutic effect of behavioral activation on depression in our intervention. This finding may be of significant value to clinicians and depressed individuals who should anticipate a 4-week window before seeing a prominent change in activation level and a 6-week window before depressive symptomatology reduces. Future research must consolidate our findings on how behavioral activation works and when mediation occurs.
    en_US
  • Publication status
    publishedVersion
  • Review status
    peerReviewed
  • Citation
    Fu, Z., Burger, H., Arjadi, R., Nauta, M. H., & Bockting, C. L. H. (2021). Explaining the efficacy of an internet-based behavioral activation intervention for major depression: A mechanistic study of a randomized-controlled trial. Clinical Psychology in Europe, 3(3), Article e5467. https://doi.org/10.32872/cpe.5467
    en_US
  • ISSN
    2625-3410
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/5178
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.5782
  • Language of content
    eng
  • Publisher
    PsychOpen GOLD
  • Is version of
    https://doi.org/10.32872/cpe.5467
  • Is related to
    https://doi.org/10.23668/psycharchives.5092
  • Keyword(s)
    psychological interventions
    en_US
  • Keyword(s)
    working mechanisms
    en_US
  • Keyword(s)
    behavioral activation
    en_US
  • Keyword(s)
    depression
    en_US
  • Keyword(s)
    internet-based intervention
    en_US
  • Keyword(s)
    lay counselors
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Explaining the efficacy of an internet-based behavioral activation intervention for major depression: A mechanistic study of a randomized-controlled trial
    en_US
  • DRO type
    article
  • Article number
    Article e5467
  • Issue
    3
  • Journal title
    Clinical Psychology in Europe
  • Volume
    3
  • Visible tag(s)
    Version of Record
    en_US