Elsevier

Clinical Psychology Review

Volume 32, Issue 7, November 2012, Pages 664-675
Clinical Psychology Review

Mediators of cognitive-behavioral therapy for insomnia: A review of randomized controlled trials and secondary analysis studies

https://doi.org/10.1016/j.cpr.2012.06.006Get rights and content

Abstract

The examination of treatment mechanisms in randomized controlled trials (RCTs) has considerable implications for research and clinical practice. Insomnia is a highly prevalent and distressing disorder, associated with many adverse outcomes. Although extensive work has focused on the cognitive-behavioral treatment of insomnia (CBT-I), few studies have directly examined the mechanisms of this intervention. CBT-I is a short-term, multi-component treatment that has demonstrated strong efficacy in treating insomnia. The purpose of the present study is: (a) to investigate if CBT-I works in accordance with its proposed mechanisms, and (b) to evaluate how the field is progressing in its understanding of these processes. This study comprehensively reviewed CBT-I RCTs for their inclusion of mediator variables. Secondary analysis studies were also surveyed for relevant mediator variables. Results demonstrated that 21 RCTs (39% of the total RCTs) and 11 secondary analysis studies examined at least one of the proposed mediators. Results of this review highlight that, although CBT-I appears to be targeting the hypothesized sleep processes, more research is needed to better understand whether CBT-I works in accordance with its theorized mechanisms. Inclusion of mediational analyses in future RCTs and secondary analysis studies would allow for further refinement of CBT-I and improved treatment outcomes.

Highlights

► This study reviewed mediators of cognitive-behavioral therapy for insomnia. ► Randomized controlled trials and secondary analysis studies were investigated. ► 21 RCTs (39% of total) and 11 secondary analysis studies included mediator variables. ► Cognitive-behavioral therapy of insomnia appears to target proposed sleep processes. ► Future mediational analyses would allow for further refinement of treatment.

Introduction

The importance of examining mechanisms of treatment in randomized controlled trials (RCTs) has been emphasized throughout the literature (Kazdin, 2007, Kraemer et al., 2002). Treatment mechanism research may lead to a number of considerable outcomes, including a better understanding of the processes leading to therapeutic change, the refinement of current treatment protocols, and increased generalizability of treatment effects from research to practice. Understanding treatment mechanisms may also help to clarify the nature and etiology of disorders, thereby informing future research and clinical practice. According to Kraemer et al. (2002), mechanisms are causal links between treatment and outcomes and mediators explain why and how treatments have effects. Although mediators have less specificity than mechanisms, they identify possible mechanisms of treatment and are therefore an important first step in understanding the processes underlying therapeutic change (Kazdin, 2007).

In light of the implications of treatment mechanism research, there is a growing movement within the cognitive-behavioral therapy (CBT) literature to examine the processes of change throughout treatment. A number of research areas, including CBT for depression (e.g., Hollon et al., 1987, Quilty et al., 2008), anxiety disorders (e.g., Hofmann, 2004, Hofmann et al., 2007, Smits et al., 2004), eating disorders (e.g., Murphy et al., 2009, Spangler et al., 2004), and medical illnesses (e.g., Knoop et al., 2012, Turner et al., 2007, Wiborg et al., 2011) have made efforts to examine mediators of therapeutic change. To date, extensive research has focused on the cognitive-behavioral treatment of insomnia (CBT-I); however, few studies have examined the mechanisms of this intervention. An understanding of these processes is critical given the high prevalence of insomnia and the significant distress associated with it.

In a U.S. epidemiological study (n = 10,094), prevalence of insomnia varied depending on the criteria used. Prevalence estimates were 22.1% for DSM-IV-TR, 14.7% for Research Diagnostic Criteria/International Classification of Sleep Disorders, Second Edition (RDC/ICSD-2), and 3.9% for International Classification of Diseases, Tenth Revision (ICD-10) (Roth et al., 2011). Insomnia is present across a wide range of psychological illnesses, including depression and anxiety (Taylor, Lichstein, Durrence, Reidel, & Bush, 2005), as well as medical illnesses, including heart disease, cancer, high blood pressure, neurologic disease, breathing problems, urinary problems, chronic pain, and gastrointestinal problems (Taylor et al., 2007). It is associated with worsened quality of life, marked functional impairment (Katz and McHorney, 2002, Kyle et al., 2010, Ohayon, 2002), and considerable financial costs (Daley, Morin, LeBlanc, Grégoire, & Savard, 2009). A Canadian study examining the economic burden of insomnia estimated that the average annual per-person costs were $421 for good sleepers compared to $5010 for individuals with insomnia. Such elevated costs were a result of direct expenses (e.g., increased health-care utilization, prescription medications, and over-the-counter products) and indirect expenses (e.g., insomnia-related absenteeism, productivity losses/diminished job performance, and increased proneness to accidents) (Daley et al., 2009).

Section snippets

Theories of insomnia

In understanding the treatment mechanisms of CBT-I, an explanation of the processes underlying insomnia is first warranted. Spielman, Caruso, and Glovinsky (1987) proposed a theoretical model of insomnia based on three factors — predisposing factors, precipitating factors, and perpetuating factors. Predisposing factors precede the onset of sleep difficulties and increase individuals' vulnerability to insomnia; precipitating factors trigger the onset of insomnia and typically involve acute

Cognitive-behavioral therapy for insomnia

Although CBT-I and pharmacotherapy demonstrate comparable efficacy in the treatment of insomnia (Morin et al., 1999, Morin et al., 2009), CBT-I has been recommended as a first line treatment given its long-term efficacy (Espie, 2009). CBT-I was developed as a psychological intervention to target the perpetuating factors of insomnia. It is a short-term, multi-component treatment, comprised of behavioral and cognitive techniques (Morin and Espie, 2003, Perlis and Lichstein, 2003). CBT-I is

Hypothesized mediators of CBT-I

To date, no known studies have systematically reviewed the theorized mechanisms of treatment outcomes in CBT-I. Based on the aforementioned models of insomnia, a number of mediators are believed to account for therapeutic change in this intervention (see Table 1). First, spending excessive time in bed and napping have been proposed to disrupt the homeostatic systems by decreasing sleep drive (Bootzin et al., 1991, Spielman et al., 1987). Accordingly, restricted time in bed and reduced napping

The current study

Taken together, in spite of the strong theoretical and empirical support for CBT-I, it remains unknown whether CBT-I is in fact targeting its theorized mechanisms of insomnia. Accordingly, this paper has two primary goals: (a) to determine whether CBT-I is working in accordance with its theorized mechanisms; and (b) to investigate the field's progress in understanding the mechanisms of CBT-I.

Method

A thorough search of PsycINFO and PubMed was conducted, using general terms such as insomnia, sleep, CBT, and trial, and more specific terms such as randomized controlled trial, mediator, and mechanism. The search results were screened for their relevance to the review. Reference lists of relevant literature and papers citing the RCTs were searched and used to identify additional relevant studies. Studies were included based on the following inclusion criteria: (a) the study was a published RCT

Overview of mediators in CBT-I RCTs

Fifty-four CBT-I RCTs met the study's inclusion criteria. Of these RCTs, 21 studies (39%) included one or more of the hypothesized mediator variables. Table 2 presents an overview of these RCTs and their relevant mediator findings. A list of RCTs that met study criteria but did not include information on mediator variables is included in Appendix A.

Of the 21 RCTs that included mediator variables, 11 studies included information regarding time in bed, napping, and bedtime or rise time

Discussion

The purpose of this paper was to determine whether CBT-I works in accordance with its proposed treatment mechanisms and to assess the field's progress in understanding the mediators of CBT-I. The reviewed studies provide some evidence to suggest that CBT-I leads to changes in the cognitive, behavioral, and hyperarousal precipitating factors of insomnia. In general, following CBT-I, individuals with insomnia demonstrated reductions in time in bed, napping, bedtime and rise time variability, and

How can treatment mechanisms be assessed?

The lack of distinction between mediators, moderators, and outcome variables in the CBT-I literature raises important questions regarding the nature of these relationships. Based on the theoretical models of insomnia, it is presumed that CBT-I targets the behavioral, cognitive, and hyperarousal processes underlying insomnia, and changes in these processes lead to improved sleep outcomes. However, without conducting appropriate mediational analyses in RCTs, it becomes difficult to assess the

Limitations

Although the current paper provides a list of proposed treatment mediators derived from the theoretical insomnia literature, there are other examples of mediator variables that warrant further investigation. For example, cognitive models of insomnia have proposed that sleep-related attentional bias is an important perpetuating factor in insomnia (Espie et al., 2006, Harvey, 2002). These models suggest that individuals with insomnia develop a heightened awareness of sleep-related threats,

How are we doing and where do we go from here?

Overall, in spite of the strong theoretical and empirical basis for CBT-I, there is considerable work to be done in better understanding the mechanisms of this treatment. Currently, there is some evidence to suggest that CBT-I works in accordance with its proposed mediators. However, little is known about which mediators account for the greatest changes in sleep improvements and to what extent these mediators overlap. By examining these research questions, subsequent treatment studies may focus

Acknowledgements

The authors would like to thank Dr. Diana Brecher for her contributions to the research presented in this manuscript.

References (116)

  • A.G. Harvey et al.

    An open trial of cognitive therapy for chronic insomnia

    Behavior Research and Therapy

    (2007)
  • K.A. Kaplan et al.

    Cognitive mechanisms in chronic insomnia: Processes and prospects

    Sleep Medicine Clinics

    (2009)
  • S.D. Kyle et al.

    Insomnia and health-related quality of life

    Sleep Medicine Reviews

    (2010)
  • S.D. Kyle et al.

    No pain, no gain: An exploratory within-subjects mixed-methods evaluation of the patient experience of sleep restriction therapy (SRT) for insomnia

    Sleep Medicine

    (2011)
  • P. Lavie et al.

    Timing of naps: Effects on post-nap sleepiness levels

    Electroencephalography and Clinical Neurophysiology

    (1989)
  • M.K. Means et al.

    Relaxation therapy for insomnia: Nighttime and daytime effects

    Behavior Research and Therapy

    (2000)
  • C.M. Morin et al.

    Are changes in beliefs and attitudes about sleep related to sleep improvements in the treatment of insomnia?

    Behavior Research and Therapy

    (2002)
  • R. Murphy et al.

    How do psychological treatments work? Investigating mediators of change

    Behaviour Research and Therapy

    (2009)
  • P.M. Nicassio et al.

    The phenomenology of the pre-sleep state: The development of the pre-sleep arousal scale

    Behavior Research and Therapy

    (1985)
  • M.M. Ohayon

    Epidemiology of insomnia: What we know and what we still need to learn

    Sleep Medicine Reviews

    (2002)
  • J.C. Ong et al.

    Combining mindfulness meditation with cognitive-behavior therapy for insomnia: A treatment-development study

    Behavior Therapy

    (2008)
  • J.C. Ong et al.

    Mindfulness meditation and cognitive behavioral therapy for insomnia: A naturalistic 12-month follow-up

    Explore

    (2009)
  • D. Riemann et al.

    The hyperarousal of insomnia: A review of the concept and its evidence

    Sleep Medicine Reviews

    (2010)
  • R.C. Rosen et al.

    Psychophysiological insomnia: Combined effects of pharmacotherapy and relaxation-based treatments

    Sleep Medicine

    (2000)
  • T. Roth et al.

    Prevalence and perceived health associated with insomnia based on DSM-IV-TR; International statistical classification of diseases and related health problems, tenth revision; and research diagnostic criteria/international classification of sleep disorders, second edition criteria: Results from the America Insomnia Survey

    Biological Psychiatry

    (2011)
  • D.L. Spangler et al.

    An examination of the mechanisms of action in cognitive behavioural therapy for bulimia nervosa

    Behavior Therapy

    (2004)
  • A.J. Spielman et al.

    A behavioral perspective on insomnia treatment

    Psychiatric Clinics of North America

    (1987)
  • E.J. Stepanski et al.

    Use of sleep hygiene in the treatment of insomnia

    Sleep Medicine Reviews

    (2003)
  • E. Altena et al.

    Prefrontal hypoactivation and recovery in insomnia

    Sleep

    (2008)
  • R. Baron et al.

    The moderator-mediator variable in social psychological research: Conceptual, strategic, and statistical considerations

    Journal of Personality and Social Psychology

    (1986)
  • N.H. Bastien et al.

    Cognitive-behavioral therapy for insomnia: Comparison of individual therapy, group therapy, and telephone consultations

    Journal of Consulting and Clinical Psychology

    (2004)
  • M.H. Bonnet et al.

    24-hour metabolic rate in insomniacs and matched normal sleepers

    Sleep

    (1995)
  • M.H. Bonnet et al.

    Heart rate variability in insomniacs and matched normal sleepers

    Psychosomatic Medicine

    (1998)
  • R. Bootzin

    Stimulus control treatment for insomnia

  • R.R. Bootzin et al.

    Stimulus control instructions

  • A.A. Borbély

    A two process model of sleep regulation

    Human Neurobiology

    (1982)
  • T.D. Borkovec et al.

    Controlled investigation of the effects of progressive and hypnotic relaxation of insomnia

    Journal of Abnormal Psychology

    (1973)
  • A. Brooks et al.

    A brief afternoon nap following nocturnal sleep restriction: Which nap duration is most recuperative?

    Sleep

    (2006)
  • N.M. Broomfield et al.

    Towards a valid, reliable measure of sleep effort

    Journal of Sleep Research

    (2005)
  • D.J. Buysse et al.

    Recommendations for a standard research assessment of insomnia

    Sleep

    (2006)
  • C.E. Carney et al.

    Daily activities and sleep quality in college students

    Chronobiology International

    (2006)
  • M.A. Carskadon et al.

    Guidelines for the Multiple Sleep Latency Test (MSLT): A standard measure of sleepiness

    Sleep

    (1986)
  • S.R. Currie et al.

    Clinical significance and predictors of treatment response to cognitive-behavior therapy for insomnia secondary to chronic pain

    Journal of Behavioral Medicine

    (2002)
  • S.R. Currie et al.

    Cognitive-behavioral treatment of insomnia secondary to chronic pain

    Journal of Consulting and Clinical Psychology

    (2000)
  • M. Daley et al.

    The economic burden of insomnia: Direct and indirect costs for individuals with insomnia syndrome, insomnia symptoms, and good sleepers

    Sleep

    (2009)
  • J.D. Edinger et al.

    Derivation of research diagnostic criteria for insomnia: Report of an American Academy of Sleep Medicine Work Group

    Sleep

    (2004)
  • J.D. Edinger et al.

    Overcoming insomnia: A cognitive-behavioral therapy approach

    (2008)
  • J.D. Edinger et al.

    Cognitive and Behavioral Therapies for Insomnia

  • J.D. Edinger et al.

    Cognitive behavioral therapy for patients with primary insomnia or insomnia associated predominantly with mixed psychiatric disorders: A randomized clinical trial

    Sleep

    (2009)
  • J.D. Edinger et al.

    A primary care “friendly” cognitive behavioral insomnia therapy

    Sleep

    (2003)
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