Discuss the purpose of the analysis of group differences and note what, if any, differences were found. ?What is the purpose of the analysis of group differences? Disc
Based on article attached. Please critique and answer following 3 questions
- Discuss the purpose of the analysis of group differences and note what, if any, differences were found. What is the purpose of the analysis of group differences?
- Discuss the study findings and conclusions and how these relate to the primary hypothesis.
- Discuss the implications of the study findings for practice and research and include a discussion of generalizability.
1 page, 3 scholarly references with in text citation from no later than 2018.
Randomized Controlled Trial of a Cognitive-Behavioral Therapy Plus Hypnosis Intervention to Control Fatigue in Patients Undergoing Radiotherapy for Breast Cancer Guy H. Montgomery, Daniel David, Maria Kangas, Sheryl Green, Madalina Sucala, Dana H. Bovbjerg, Michael N. Hallquist, and Julie B. Schnur
Guy H. Montgomery, Daniel David, Sheryl Green, Madalina Sucala, and Julie B. Schnur, Icahn School of Medi- cine at Mount Sinai, New York, NY; Daniel David and Madalina Sucala, Babeş-Bolyai University, Cluj-Napoca, Romania; Maria Kangas, Macquarie University, Sydney, New South Wales, Australia; Dana H. Bovbjerg, University of Pittsburgh Cancer Institute, Univer- sity of Pittsburgh; and Michael N. Hallquist, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, Pittsburgh, PA.
Published online ahead of print at www.jco.org on January 13, 2014.
Supported by National Cancer Institute Grants No. CA131473, CA159530, CA081137, CA166042, and CA129094, and by American Cancer Society Grant No. RSGPB-04-213-01-CPPB. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Cancer Institute, National Insti- tutes of Health, or American Cancer Society.
Authors’ disclosures of potential con- flicts of interest and author contribu- tions are found at the end of this article.
Corresponding author: Guy H. Mont- gomery, PhD, Department of Oncologi- cal Sciences, Box 1130, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave, New York, NY 10029-6574; e-mail: [email protected].
© 2014 by American Society of Clinical Oncology
0732-183X/14/3206w-557w/$20.00
DOI: 10.1200/JCO.2013.49.3437
A B S T R A C T
Purpose The objective of this study was to test the efficacy of cognitive-behavioral therapy plus hypnosis (CBTH) to control fatigue in patients with breast cancer undergoing radiotherapy. We hypothesized that patients in the CBTH group receiving radiotherapy would have lower levels of fatigue than patients in an attention control group.
Patients and Methods Patients (n � 200) were randomly assigned to either the CBTH (n � 100; mean age, 55.59 years) or attention control (n � 100; mean age, 55.97 years) group. Fatigue was measured at four time points (baseline, end of radiotherapy, 4 weeks, and 6 months after radiotherapy). Fatigue was measured using the Functional Assessment of Chronic Illness Therapy (FACIT) –Fatigue subscale and Visual Analog Scales (VASs; Fatigue and Muscle Weakness).
Results The CBTH group had significantly lower levels of fatigue (FACIT) at the end of radiotherapy (z, 6.73; P � .001), 4-week follow-up (z, 6.98; P � .001), and 6-month follow-up (z, 7.99; P � .001) assessments. Fatigue VAS scores were significantly lower in the CBTH group at the end of treatment (z, 5.81; P � .001) and at the 6-month follow-up (z, 4.56; P � .001), but not at the 4-week follow-up (P � .07). Muscle Weakness VAS scores were significantly lower in the CBTH group at the end of treatment (z, 9.30; P � .001) and at the 6-month follow-up (z, 3.10; P � .02), but not at the 4-week follow-up (P � .13).
Conclusion The results support CBTH as an evidence-based intervention to control fatigue in patients undergoing radiotherapy for breast cancer. CBTH is noninvasive, has no adverse effects, and its beneficial effects persist long after the last intervention session. CBTH seems to be a candidate for future dissemination and implementation.
J Clin Oncol 32:557-563. © 2014 by American Society of Clinical Oncology
INTRODUCTION
In 2013, more than 200,000 American women will be diagnosed with breast cancer (BCa),1 and nearly half will undergo adjuvant radiotherapy.2 Although BCa radiotherapy increases disease-free survival and life expectancy, it is not without adverse conse- quences, primarily fatigue. Patients receiving radio- therapy rate fatigue as their most prevalent and severe symptom.3 Fatigue increases over the course of radiotherapy,3-5 and off-treatment fatigue occurs among some BCa survivors.6,7 In fact, one study found that up to 40% of patients who received ra- diotherapy for BCa reported fatigue 1 year after treatment.8 Fatigue has been demonstrated to be the strongest predictor of quality of life in women after
radiotherapy,9 and fatigue has pervasive and detri- mental effects on numerous aspects of pa- tients’ functioning.7,10-12
Fatigue is a multidimensional construct.13
Although cancer treatments are clearly one source of fatigue, psychological factors also contribute.6,8,14-16
Meta-analysis has indicated that psychological interventions, such as cognitive-behavioral ther- apy (CBT), are efficacious in reducing cancer- related fatigue.17
Meta-analyses (in studies of pain, anxiety, and weight loss) have indicated that adding hypnosis to CBT significantly increases effect sizes relative to CBT alone.18-20 During hypnosis, patients can be given suggestions for reduced fatigue that change patients’ expectations for fatigue, which in turn may
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directly lead to reductions in patients’ experiences of fatigue.21 The literature22 has supported the efficacy of hypnosis in controlling can- cer treatment–related adverse effects, including fatigue in patients with BCa undergoing surgery.23
Recognizing that the combination of CBT and hypnosis can increase clinical benefit,18 we developed an intervention combining CBT and hypnosis for controlling fatigue during BCa radiotherapy. Initial results5 revealed significant beneficial effects of CBTH on fa- tigue during radiotherapy, with medium to large effect sizes. Although these findings were encouraging, there were limitations, including a relatively small sample (n � 42), the lack of a professional attention control (AC) group, and that fatigue measurement ended at the con- clusion of radiotherapy. It was unknown whether intervention bene- fits would continue past the acute treatment period.
The objective of this study was to test the efficacy of CBTH to control fatigue in a new randomized controlled trial (RCT) of patients with BCa receiving radiotherapy. We hypothesized that CBTH pa- tients would have lower levels of fatigue than patients in the AC group, and that CBTH effects would persist beyond the end of radiotherapy.
PATIENTS AND METHODS
Participants
Consecutive patients with BCa receiving radiotherapy were recruited from Mount Sinai Medical Center between January 2006 and July 2011. Eligibility criteria included the following: scheduled for a 6-week course of external-beam radiotherapy; able to speak and read English; older than age 18 years; and willing to be randomly assigned to study treatment groups. Exclu- sion criteria included: uncontrolled comorbid medical or psychiatric illness (on the basis of chart review); taking medications or having conditions asso- ciated with fatigue (eg, chronic fatigue syndrome); or metastatic disease. There were no changes to the criteria after trial commencement. All participants
provided written informed consent. The study was approved by our Program for the Protection of Human Subjects (Fig 1).24
Two hundred patients were randomly assigned to either the CBTH (n � 100) or AC (n � 100) group using computer-generated random positive integers.25 Random assignment was performed by one of the authors (G.H.M.) using randomized block lengths, with an average block length of 10. Sample characteristics are presented in Table 1.
Procedures
To reduce potential bias, blinding procedures were followed for assess- ment personnel (research assistants), radiation oncologists, radiation thera- pists, nurses, and front desk staff. Although blinding to group assignment was not formally assessed, the following precautions were taken: study interven- tion sessions took place in a private room away from clinical staff; no outcome data were collected by clinical staff or study interventionists; and the same interventionists (four doctoral-level clinical psychologists) met with all pa- tients in both the CBTH and AC arms, so study assessment staff were not cued to group assignment by an interventionist’s presence. Patients could not be blinded to their group, given that this was a behavioral intervention. Interven- tionists were given each patient’s random assignment by one of the authors (G.H.M.) on the morning of the initial intervention session in a sealed enve- lope. Eligibility was confirmed before group assignment.
CBTH and AC sessions were delivered to patients individually by inter- ventionists according to the study protocol manual. On patients’ radiotherapy simulation day (the first preradiotherapy treatment planning session), baseline questionnaires were administered by an RA.
Consistent across both groups. In both groups, the initial intervention session (scheduled for patients’ radiotherapy verification day) lasted for 30 minutes. During the course of radiotherapy, patients met with an interventionist twice per week; each session lasted 15 minutes. The final intervention session (scheduled for the penultimate day of radiotherapy) lasted for 30 minutes. All patients received standard medical care. At the conclusion of radiotherapy, participants completed a Treatment Credibil- ity Questionnaire.26
CBTH group. On verification day, patients in the CBTH group received an initial CBTH training session lasing 30 minutes. The CBT segment (15
Randomly assigned
Allocated to CBTH (n = 100) Completed baseline assessment (n = 100) Received allocated intervention (n = 100)
Allocated to attention control (n = 100) Completed baseline assessment (n = 100) Received allocated intervention (n = 100)
After 4 weeks Lost to follow-up (did not return packets) (n = 5)
After 4 weeks Lost to follow-up (did not return packets) (n = 4)
After 6 months Lost to follow-up (did not return packets) (n = 4)
After 6 months Lost to follow-up (did not return packets) (n = 6)
Analyzed (n = 91)
Analyzed (n = 90)
)17 = n( dedulcxE Did not meet inclusion criteria (n = 56) Declined to participate (n = 15)
Assessed for eligibility (N = 271)
Fig 1. CONSORT diagram. CBTH, cognitive- behavioral therapy plus hypnosis.
Montgomery et al
558 © 2014 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
minutes) had three major components. First, the ABC model of cognitive- behavioral therapy (A, activating events; B, beliefs; C, consequences) was taught.27,28 Patients were taught to identify negative, unhelpful beliefs and the emotional, behavioral, and physical consequences of those beliefs. Second, patients were taught to complete a thought record worksheet that was based on the ABC model.28 Interventionists completed a worksheet together with the patient in this session. Third, patients were taught behavioral strategies (eg, activity scheduling, distraction) to help manage fatigue.
On verification day, patients also received a 15-minute hypnosis session after CBT. First, to allay any potential concerns about hypnosis, possible patient concerns and misconceptions about hypnosis were addressed. Hypno- sis then began with relaxing imagery followed by suggestions for reduced
distress and reduced fatigue during radiotherapy.5,29 The standardized hypno- sis session concluded by providing patients with instructions for how to use hypnosis on their own.30 At the end of the session, each patient was given a CBTH workbook that had been developed by our group (Data Supplement).
In the first weekly session during radiotherapy, a CBT worksheet was reviewed by the patient and therapist, and the ABC model was reinforced (15 minutes). In the second weekly session, a second worksheet was reviewed by the therapist and patient for 10 minutes, and 5 minutes was devoted to hypnosis. Patients did not have to learn or maintain hypnosis on their own over the course of radiotherapy because they received a live session every week. The alternating session content pattern was repeated throughout the course of radiotherapy. On the penultimate day of radiotherapy, the 15-minute CBT
Table 1. Characteristics of Participants by Group
Characteristic
Group
Significance
CBTH (n � 100) AC (n � 100)
No. % No. %
Age, years F � 0.06; P � .81 Mean 55.59 55.97 SD 9.69 11.89
Education �2 � 3.05; P � .81 College degree or higher 66 66 66 66 Less than college degree 34 34 34 34
Marital status Currently married 53 53 51 51 Not currently married 47 47 49 49
Race �2 � 0.95; P � .63 White 69 69 66 66 African American 20 20 22 22 Other 11 11 12 12
Ethnicity �2 � 0.28; P � .60 Hispanic 22 22 19 19 Non-Hispanic 78 78 81 81
Chemotherapy before radiotherapy �2 � 0.52; P � .47 Yes 43 43 38 38 No 57 57 62 62
KPS, % F � 0.01; P � .92 Mean 93.95 94.05 SD 7.78 6.13
Adjuvant hormone treatment �2 � 0.08; P � .96 Tamoxifen 30 30 31 31 Aromatase inhibitors 44 44 42 42 None 26 26 27 27
Stage �2 � 0.26; P � .97 0 29 29 32 32 I 39 39 38 38 II 21 21 19 19 III 11 11 11 11
Total radiation dose, Gy F � 0.01; P � .91 Mean 61.83 61.79 SD 2.66 2.22
Total No. of study sessions F � 0.45; P � .51 Mean 12.29 12.08 SD 2.55 2.01
Neuroticism F � 0.25; P � .63 Mean 20.82 20.31 SD 7.71 6.83
Treatment credibility F � 2.30; P � .14 Mean 42.48 40.98 SD 6.34 6.52
Abbreviations: AC, attention control group; CBTH, cognitive-behavioral therapy plus hypnosis; KPS, Karnofsky performance status; SD, standard deviation.
CBTH Reduces Fatigue Associated With Breast Radiotherapy
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component of the session reviewed themes that had emerged over the course of treatment and provided relapse prevention strategies. The second 15- minute period was devoted to hypnosis, including suggestions for increased well-being and reduced fatigue after the conclusion of radiotherapy.
AC group. An AC group was used to control for attention, notably the potential effects of simply interacting with an empathic interventionist. AC participants met with an interventionist for the same amount of time as CBTH participants. AC procedures were based on manualized approaches.23,31 For AC participants, the interventionist did not lead the patient in imagery, relax- ation, evaluation of thought processes, or even simple discussion. Rather, the interventionist allowed the patient to direct the flow of the conversation and provided supportive/empathic comments.
All interventionists had advanced training in CBT and hypnosis, under- went didactic and practical training, and completed at least five practice inter- ventions with healthy volunteers under the direct supervision of one of the authors (J.B.S.). Patient permission was obtained to audiotape sessions, and 20% of audiotapes were randomly reviewed by one of the authors (G.H.M.) to ensure treatment fidelity using a standardized fidelity checklist. There were no significant effects of interventionist on outcome variables (Ps � .52).
Outcomes
Patients completed self-report outcome measures at baseline (simula- tion day), at the end of radiotherapy (penultimate day of radiotherapy), and at 4 weeks and 6 months after radiotherapy. At 4 weeks and 6 months, patients returned questionnaires using prepaid and preaddressed envelopes. Patients were reminded by RAs over the phone to return follow-up questionnaires. There were no changes to trial outcomes after study commencement.
Primary fatigue measure. The 13-item Functional Assessment of Chronic Illness Therapy–Fatigue (FACIT-F) subscale was used to measure fatigue.32 The FACIT-F has demonstrated excellent internal consistency (� � .93 to .95), good test-retest reliability (� � .90), and validity in patients with BCa.32 For ease of interpretation, the FACIT-F was scored such that higher scores indicated greater fatigue. In the present sample, baseline � was .94.
Secondary fatigue measures. Two 100-mm visual analog scales (VASs) were used to assess fatigue and muscle weakness.5,23,33 The fatigue VAS stated, “RIGHT NOW how fatigued do you feel?” The line was anchored by “Not at all fatigued,” and “As fatigued as I could be.” A VAS to assess muscle weakness, another aspect of fatigue,13 was used in an identical manner (“RIGHT NOW how much muscle weakness do you have?” The line was anchored by “No muscle weakness at all,” and “As much muscle weakness as there could be”).
Possible covariates. On the basis of previous research,5,34,35 possible covariates of fatigue included neuroticism and chemotherapy history. The NEO Neuroticism Subscale (NEO-N)36 was used to assess neuroticism. The NEO-N36 is a widely used, well-validated, self-report questionnaire with 12 items and good internal consistency (� � .86; present sample, � � .85). Chemotherapy history was assessed via medical charts and scored dichoto- mously (yes/no). Self-reported demographic data were also collected, and relevant medical history variables (eg, adjuvant hormonal therapy, Karnofsky performance status37) were abstracted from medical records.
Sample Size
Sample size was based on published effect sizes for CBTH on fatigue in this population (d, 0.59 to 0.82)5 and the ability to detect the influence of up to six potential covariates. With power set at 0.80, two-tailed � set at .05, and using a repeated-measures design, the minimum total sample size was calcu- lated to be 175 participants.38 Intent-to-treat procedures were followed. Spe- cifically, the mixed-effects regression approach that was employed used all available observations to estimate effects at each time point. Effects were computed using full information maximum likelihood estimation, which provides unbiased estimates when data are missing at random. Mixed-model approaches are consistent with the intent-to-treat principle in that all available patients are used to estimate effects. This approach provides tests that have greater statistical power and lower bias than other methods of handling miss- ing observations in RCTs.39
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Fig 2. The effects over time of cognitive-behavioral therapy plus hypnosis (CBTH) on fatigue in patients with breast cancer undergoing radiotherapy (RT). Asterisks indicate adjusted P � .05, controlling for family-wise error (multiple comparisons). (A) CBTH effects on mean FACIT-F, (B) CBTH effects on mean Fatigue VAS, (C) CBTH effects on mean Muscle Weakness VAS. AC, attention control group; FACIT-F, Functional Assessment of Chronic Illness Therapy–Fatigue; VAS, Visual Analog Scale.
Montgomery et al
560 © 2014 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
Statistical Analyses
To test the efficacy of CBTH on fatigue, we fit a series of multilevel models, wherein observations were nested within individuals and the model intercept was a random effect.40 Given the uneven spacing of measurements and our expectation that treatment effects would not be a linear function of time, we treated assessment point as a categorical independent variable. Thus, our primary analyses tested whether there were significant group differences between CBTH and AC at baseline, end of radiotherapy, 4-week follow-up, and 6-month follow-up. To control for multiple statistical comparisons, we applied a family-wise error correction that maintained an overall � level of .05 for each outcome model.41 Adjusted P values are reported on the basis of this single-step multiple comparison correction.
Pretreatment comparisons of sample characteristics were conducted us- ing analysis of variance and �2 tests. All statistical tests were two-tailed. It was planned that any factor differing between the groups would be included as a covariate.
RESULTS
Groups did not differ with respect to any medical or demographic characteristics, number of study sessions, neuroticism, or treatment credibility (Table 1).
Effects of CBTH on Fatigue
There were significant main effects of group [�2(1) � 58.20; P � .001] and time [�2(3) � 80.54; P � .001] on FACIT-Fatigue. These main effects were qualified by a time � group interaction [�2(3) � 59.86; P � .001]. We then estimated the simple main effects of group on FACIT-Fatigue at each time point, controlling for family-wise error (Fig 2A). The CBTH group had significantly less fatigue at all three outcome assessment points: end of treat- ment (z, 6.73; adjusted P � .001; d, 0.83; 95% CI, 0.54 to 1.11),
4-week follow-up (z, 6.98; adjusted P � .001; d, 0.92; 95% CI, 0.63 to 1.21), and 6-month follow-up (z, 7.99; adjusted P � .001; d, 1.69; 95% CI, 1.37 to 2.01). There was no significant difference in fatigue at baseline (z, 0.92; adjusted P � 0.82; d, 0.11; 95% CI, �0.16 to 0.39).
There were significant main effects of group [�2(1) � 21.65; P � .001] and time [�2(3) � 91.33; P � .001] on the Fatigue VAS. Main effects were qualified by a time � group interaction [�2(3) � 25.48; P � .001]. Fatigue VAS scores were significantly lower in the CBTH group at the end of treatment (z, 5.81; adjusted P � .001; d, 0.70; 95% CI, 0.41 to 0.98) and the 6-month follow-up (z, 4.56; P � .001; d, 0.69; 95% CI, 0.40 to 0.97). Fatigue VAS in the CBTH group at the 4-week follow-up was not significantly lower than in the AC group (z, 2.38; adjusted P � .07; d, 0.36; 95% CI, 0.08 to 0.64; Fig 2B), although marginal. There was no significant group difference in Fatigue VAS at baseline (z, 0.03; adjusted P � 1.0; d, 0.06; 95% CI, �0.22 to 0.34).
There were significant main effects of group [�2(1) � 25.40; P � .001] and time [�2(3) � 87.21; P � .001] on Muscle Weakness VAS (Fig 2C). These main effects were qualified by a time � group interaction [�2(3) � 56.84; P � .001]. Muscle Weakness VAS scores were significantly lower in the CBTH group at the end of radiotherapy (z, 9.30; adjusted P � .001; d, 1.08; 95% CI, 0.78 to 1.37) and at the 6-month follow-up (z, 3.10; adjusted P � .02; d, 0.62; 95% CI, 0.33 to 0.90). Muscle Weakness in the CBTH group at the 4-week follow-up was not significantly lower than in the AC group (z, 2.12; adjusted P � .13; d, 0.31; 95% CI, 0.03 to 0.59). There was no significant group difference in Muscle Weakness VAS at baseline (z, 0.17; adjusted P � 1.0; d, 0.03; 95% CI, �0.24 to 0.31).
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Fig 3. Effects of baseline fatigue levels on intervention effects over time in (A) attention control group and (B) cognitive-behavioral ther- apy plus hypnosis group. Asterisks indicate adjusted P � .05, controlling for family-wise error (multiple comparisons). FACIT-F, Functional Assessment of Chronic Ill- ness Therapy–Fatigue; RT, radiotherapy; SD, standard deviation.
CBTH Reduces Fatigue Associated With Breast Radiotherapy
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Effects of Baseline Fatigue
To explore whether baseline fatigue moderated the efficacy of CBTH, we tested whether there was a group � baseline fatigue � time interaction, using FACIT-F scores (our most sensitive measure) and correcting for multiple comparisons.41 We found a significant three- way interaction [�2(2) � 8.97; P � .01] driven by the differences in the timing of the baseline fatigue moderation effect (Figs 3A and 3B). However, the main effect of group remained highly significant after controlling for baseline fatigue [�2(1) � 122.84; P � .001].
DISCUSSION
This RCT demonstrated that CBTH was efficacious for controlling fatigue in patients with BCa who underwent radiotherapy for up to 6 months after radiotherapy. Beneficial CBTH effects were independent of participants’ medical and demographic characteristics, suggesting the generalizability of CBTH effects. Results are consistent with liter- ature that supports combining CBT with hypnosis5,18-20 and literature that supports the benefits of CBT for controlling cancer-related fa- tigue.17,42,43 Effect sizes reported here (d, 0.62 to 1.69) are greater than those reported for CBT alone (d, 0.43) or exercise (d, 0.38).17 Addi- tionally, significant between-group differences were greater than min- imally important difference thresholds for the FACIT-F (3 to 4 points),44 and for fatigue VASs (8 to 11 points).45
There are several potential explanations for the large clinical benefit of CBTH. First, CBTH includes hypnosis, unlike previous CBT interventions. CBT in the present study was based on Rational Emo- tive Behavior Therapy (REBT),27,28 rather than other CBT ap- proaches. An important difference between REBT and most other forms of CBT is REBT’s focus on addressing core irrational beliefs, which are seen as the proximal causes of dysfunctional feelings and behaviors.46 In addition, CBTH was conducted face-to-face in the radiotherapy clinic, which may have reduced patient burden. CBTH was also conducted twice per week, whereas many other CBT ap- proaches involve once-per-week sessions. CBTH was intended to be preventive, so the intervention began before radiotherapy. And lastly, interventionists were doctoral-level clinical psychologists.
Interestingly, there were no group differences using the VASs at the 4-week follow-up; most likely because of the greater measurement error typically associated with single-item measures (VASs) relative to multi-item approaches (FACIT-F).47 The present results are consis- tent with recommendations that studies investigating fatigue as a primary end point use multi-item assessment approaches.13
Fatigue levels in this study were equivalent to those previously published for patients with BCa receiving radiation.5 AC fatigue levels indicate that patients were experiencing clinically relevant levels of fatigue on the basis of published norms48,49 and support the vi
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