Objectives: To investigate the efficacy of health coaching and a web‐based program on survivor physical activity (PA), weight, and distress management among stomach, colon, lung and breast cancer patients. Methods: This randomised, controlled, 1‐year trial conducted in five hospitals recruited cancer survivors within 2 months of completing primary cancer treatment who had not met ≥1 of these behavioural goals: (i) conducting moderate PA for at least 150 minutes/week or strenuous exercise for over 75 minutes per week or, in the case of lung cancer patients, low or moderate intensity exercise for over 12.5 MET per week, (ii) maintaining normal weight, and (iii) attaining a score >72 in the Post Traumatic Growth Inventory (PTGI). Participants were randomly assigned to one of three groups: the control group, a web‐only group, or a health coaching + web group. The primary endpoint was based on a composite of PA, weight, and PTGI score at 12 months. Results: Patients in the health coaching + web group (difference = 6.6%, P =.010) and the web‐only group (difference = 5.9%, P =.031) had greater overall improvements across the three‐outcome composite than the control group. The health coaching + web group had greater overall improvement in PTGI (difference = 12.6%; P <.001) than the control group, but not in PA and weight. Conclusion: The web‐based program, with or without health coaching, may improve health behaviours including PA, weight, and distress management among cancer survivors within 2 months of completing primary cancer treatment. The web‐based program with health coaching was mainly effective for reducing psychological distress.
Keywords: body weight; coaching; distress management; oncology; physical activity
In the transition from treatment to survivorship, many cancer patients face persistent health problems.[
This was a prospective RCT with three arms. Three hundred and ninty‐four cancer patients within 2 months of treatment termination were randomly assigned to usual care (control group), a web‐based program (Healthing U) (intervention group I), or health coaching by trained nurses plus Healthing U (intervention group II). Health coaching lasted for the first 6 months with a 6‐month follow‐up. The study protocol was approved by the Seoul National University Hospital (SNUH) Institutional Review Board (1501‐117‐645). Written informed consent was obtained from participants, and the study was performed in accordance with the Declaration of Helsinki. This trial is registered with ClinicalTrials.gov, number NCT02650661.
We recruited cancer patients who met the following criteria: (i) 20 years or more of age, (ii) within 2 months of completion of primary cancer treatment, (iii) failed, according to a questionnaire, to meet one or more of the following behavioural goals of the study: (i) conducting moderate PA for at least 150 minutes/week or strenuous exercise for over 75 minutes per week or, in the case of lung cancer patients, low or moderate intensity exercise for over 12.5 MET per week, (ii) maintaining a normal body mass index (BMI, kg/m
Patients were excluded from the study if they (i) were currently receiving cancer treatment, (ii) had a progressive malignant disease or a recurrent, metastasized, or additional primary cancer, (iii) had a condition that might compromise adherence to an unsupervised exercise program, such as uncontrolled congestive heart failure or angina, a recent myocardial infarction, breathing difficulties requiring oxygen use or hospitalization, used a walker or wheelchair, or were planning hip or knee replacement surgery, (iv) had a condition that could interfere with a diet high in vegetables and fruit, such as kidney failure or chronic warfarin use, (v) had a serious psychological disorder, such as bipolar disease, schizophrenia, or an eating disorder, (vi) had an infection (body temperature ≥ 37.2°C or WBC ≥11 000 mm
A physician and a clinical research coordinator (CRC) in each study hospital screened patients for eligibility criteria by reviewing medical records and blood test results. The CRC explained the details of the study to the participants who met the eligibility criteria (Figure 1).
From November 2015 to April 2016, using cancer registries of five South Korean hospitals, we identified patients with breast, stomach, colon (but not rectum), or lung cancer who were within 2 months of having completed primary cancer treatment. The Institutional Review Boards of the five hospitals approved the study protocol, and the patients' physicians provided permission to contact the patients.
We randomly assigned patients to the control and two intervention groups using a computerised random number generator (SAS 9.1.3; Proc plan). To minimise the effects of potential confounding variables, we stratified the patients by cancer type (breast, stomach, colon, or lung), sex, and the enrollment hospital. A research assistant generated the random allocation sequence and assigned participants to interventions. Blinding of participants was not possible because of the nature of the interventions. The CRCs who measured study outcomes were blinded to group allocation.
A health education booklet on 10 health topics (eg, PA, diet, and distress management) was passively disseminated to the control group. This booklet was different from that given to the experimental groups and was disseminated in a different manner. In addition, the control group was encouraged to continue usual care. Booklets were sent at the baseline and at the second and fourth month. Usual care was defined as returning to their pre‐study and being provided by routine care.
The 6‐month SMASH intervention included (i) SMASH‐based online health management program (Healthing U), (ii) SMASH‐based health education booklet and a health strategy workbook for cancer patients, (iii) SMASH‐based telephone coaching, and (iv) a workshop for empowerment of patients' SM ability. Intervention group I participated in the SMASH‐based online health management program and was provided with the SMASH‐based health education booklet and a health strategy workbook for cancer patients. Intervention group II also participated in the SMASH‐based online health management program and was also provided with the SMASH‐based health education booklet and a health strategy workbook for cancer patients. In addition, intervention group II participated in 20 health coaching sessions and 3 workshops. The intervention program covered all behaviours of physical activity (PA), diet, and post‐traumatic positive growth for intervention group. (see Appendix S1).
We evaluated the primary outcomes (PA, weight, and positive growth) at baseline and at months 3, 6, and 12. PA, weight, and positive growth are independent prognostic value for long‐term survival in cancer survivors.[
We measured positive growth using the PTGI, which includes 21 questions with five domains. Each question uses a 6‐point (0‐5) Likert scale. Positive growth is defined as a positive psychological change experienced as a result of a traumatic event in order to rise to a higher level of functioning.[
Participants were asked to measure their behaviours (10 Rules for Highly Effective Health Behavior) with five scales: (i) pre‐contemplation, (ii) contemplation, (iii) preparation, (iv) action, and (v) maintenance, all based on the transtheoretical model.[
We evaluated anxiety and depression with the Hospital Anxiety and Depression Scale (HADS), which consists of 14 items (7 for anxiety and 7 for depression),[
Participants completed the same questionnaires, which take about 30 minutes to complete, at baseline and at months 3, 6, and 12.
To ensure stability and a sufficient number of subjects, we used primary index as a categorical variable when calculating sample size. The primary endpoints were three categorical indicators (regular exercise, weight, and positive growth), to which a power of 90%, type 1 error, control group's natural improvement rate of 5%, and the intervention group's improvement rate of 25% were attributed. Thus, a 20% difference between the groups is applied, while a 1:1:1 ratio is used to calculate the sample size of the control and intervention group, resulting in 429 people. In addition to the previous calculation, a 10% dropout rate was taken into consideration. Thus, the sample size was estimated at 477 people.
Intervention effects were explored using an intention‐to‐treat approach that compared data with that of the original randomised groups. We described the characteristics of the experimental and control groups using numbers and percentages for categorical variables and means and SDs for continuous variables. We evaluated the homogeneity of the baseline characteristics of the three groups using analysis of variance (ANOVA) (for evaluation of continuous variables) and the chi‐squared test (for evaluation of categorical variables).
We estimated between‐group differences in the changes of categorical outcomes for primary and secondary outcomes from baseline to the latest available outcome by analysis of covariance with generalised estimation equation modelling using the SAS GENMOD procedure (SAS Institute Inc., Cary, NC). The categorical outcomes were measured as the percentage of the achieved target goal for BMI, PA, and post‐traumatic growth at 3, 6, and 12 months. As the intervention program was developed to cover all behaviours of physical activity, weight management, and post‐traumatic positive growth; the primary endpoint was based on a composite of PA, weight, and PTGI score at 12 months. Two‐outcome composite was coded as 1 if the participants achieved two or all of three goals, otherwise as 0. Three‐outcome composite was coded as 1 if the participants achieved all of three goals, otherwise as 0. The individual comparisons identified which components were responsible for the change. All statistical tests were two sided and performed using Stata/SE for Windows (version 14·0), SAS 9·4 (SAS Institute Inc., Cary, NC), and R software (version 3·5·1).
A total of 394 patients were enrolled from November 23, 2015, to April 15, 2016, and were randomly assigned to the control group (134 patients), the web‐only group (125 patients), or the health coaching + web group (135 patients) (Figure 1). The statistical power of this study was maintained at 0.92. Table 1 shows the baseline characteristics of the three study groups. There were no significant differences in baseline characteristics among the patients who failed to meet one, two, or three behaviour goals, and a comparison of the data among the three study groups did not reveal any significant differences (Appendix S1). Of all the members of the SMACH + web group, 72.6% (98 of 135) completed 1 or more coaching sessions, and 54.1% completed 16 or more coaching sessions in 3 months. Sixty or more of the SMASH + web group completed 20 coaching sessions in 6 months.
1 TABLEBaseline characteristics of participants (n = 394)
Control group (N = 134) Web‐based support without health coaching group (N = 125) Web‐based support with health coaching group (N = 135) Age, Mean ± SD, years 54.39 ± 11.02 54.37 ± 11.04 52.69 ± 10.52 .342 Sex, No. (%) Male 53 (39.6) 49 (39.2) 51 (37.8) .951 Female 81 (60.4) 76 (60.8) 84 (62.2) Education, No. (%) (n = 131) ≥ College graduate 62 (47.3) 43 (36.8) 62 (48.4) .131 ≤High‐school graduate 69 (52.7) 74 (63.2) 66 (51.6) Marital status, No. (%) (n = 132) Married or with partner 105 (79.5) 89 (76.1) 103 (82.4) .816 Widowed, divorced or separated 17 (12.9) 15 (12.8) 13 (10.4) Single 10 (7.6) 13 (11.1) 9 (7.2) Residence, No. (%) (n = 129) Metropolitan 62 (48.1) 56 (48.7) 75 (59.0) .332 Urban/suburban 51 (39.5) 47 (40.9) 43 (33.9) Rural 16 (12.4) 12 (10.4) 9 (7.1) Religion, No. (%) (n = 132) No 51 (38.6) 38 (32.8) 58 (45.3) .132 Yes 81 (61.4) 78 (67.2) 70 (54.7) Household income, No. (%)(n = 126) < 2000 USD 29 (23.0) 31 (27.7) 33 (26.6) .551 2000 to 4000 USD 53 (42.1) 42 (37.5) 40 (32.3) ≥ 4000 USD 44 (34.9) 39 (34.8) 51 (41.1) Cancer type, No. (%) Breast cancer 49 (36.5) 43 (34.4) 48 (35.5) .997 Lung cancer 34 (25.4) 33 (26.4) 36 (26.7) Colorectal cancer 30 (22.4) 28 (22.4) 27 (20.0) Stomach cancer 21 (15.7) 21 (16.8) 24 (17.8) Cancer stage, No. (%) Stage I 83 (61.9) 77 (61.6) 83 (61.5) .745 Stage II 29 (21.6) 27 (21.6) 28 (20.7) Stage III 21 (15.7) 16 (12.8) 21 (15.6) Others 1 (0.8) 5 (4.0) 3 (2.2) Body‐mass index, Mean ± SD 23.3 ± 3.0 23.1 ± 3.0 23.3 ± 3.1 .838 Physical activity (MET), Mean ± SD 14.6 ± 27.4 18.9 ± 34.5 18.3 ± 28.4 .459 Posttraumatic growth inventory, Mean ± SD 58.1 ± 20.9 61.7 ± 18.6 59.1 ± 18.4 .060
1 a P‐value was calculated by Chi‐square for categorical value and analysis of variance (ANOVA) for continuous value.
At 12 months, the patients in the health coaching + web group did not show improvement in the physical activity and BMI except for PTGI than those in the control group (Table 2). Patients in the web‐only without health coaching group also did not show significant improvement in PA, BMI, and PTGI.
2 TABLEEfficacy of smart management strategy for health (SMASH) program for primary outcome
Time point Control Group (N = 134) Web‐based support without health coaching (N = 125) Web‐based support with health coaching (N = 135) Success, No. (%) Change Success, No. (%) Change Success, No. (%) Change Physical activity Baseline 27 (20.2) 31 (24.8) 33 (24.4) 3 months 49 (36.6) 48 (38.4) 48 (35.6) 6 months 36 (26.9) 32 (25.6) 28 (20.7) 12 months 46 (34.3) 14.2 54 (43.2) 18.4 .077 47 (34.8) 10.4 .346 Body mass index (BMI) Baseline 54 (40.3) 51 (40.8) 57 (42.2) 3 months 54 (40.3) 40 (32.0) 34 (25.2) 6 months 43 (32.1) 29 (23.2) 21 (15.6) 12 months 51 (38.1) −2.2 41 (32.8) −8.0 .888 36 (26.7) 15.6 .300 Post‐traumatic growth inventory (PTGI) Baseline 48 (35.8) 47 (37.6) 41 (30.4) 3 months 38 (28.4) 45 (36.0) 46 (34.1) 6 months 34 (25.4) 28 (22.4) 37 (27.4) 12 months 43 (32.1) −3.7 42 (33.6) −4.0 .442 53 (39.3) 8.9 <.001 Two‐outcome composite Baseline 30 (22.4) 42 (33.6) 34 (25.2) 3 months 45 (33.6) 40 (32.0) 47 (34.8) 6 months 38 (28.4) 35 (28.0) 34 (25.2) 12 months 42 (31.3) 8.9 43 (34.4) 0.8 .972 43 (31.9) 6.7 .289 Three‐outcome composite Baseline 0 (0.0) 0 (0.0) 0 (0.0) 3 months 13 (9.7) 13 (10.4) 15 (11.1) 6 months 6 (4.5) 7 (5.6) 12 (8.9) 12 months 6 (4.5) 4.5 13 (10.4) 10.4 .031 15 (11.1) 11.1 .010
- 2 a If the 12‐month data was missing, latest visit values were used.
- 3 b The change is the baseline proportion to the 12‐month proportion.
- 4 c The comparison of success rate change between groups was calculated by a generalised estimation equation (GEE) compared to the control group.
- 5 d Two‐outcome composite was coded as 1 if the participants achieved two or all of three goals (physical activity, BMI, and PTGI), otherwise as 0.
- 6 e Three‐outcome composite was coded as 1 if the participants achieved all of three goals (physical activity, BMI, and PTGI), otherwise as 0.
At 12 months, the patients in the health coaching + web group showed significantly greater improvement in the three‐outcome composite than those in the control group (P =.010) (Table 2). Patients in the web‐only without health coaching group also showed a significant improvement (P =.031). The differences between the intervention I, intervention II, and control groups in three outcome composites were 6.63% in the health coaching + web group and 5.92% in the web‐only group. Differences between intervention and control groups on individual primary outcome scores for weight, PA, and PTGI were significant for PTGI score only between the health coaching + web and control groups, (difference = 12.62%; P < .001).
At 12 months after the intervention, the reduction in anxiety score was greater for the health coaching+ web group than the control group (difference = 1.89 points; P =.045), but depression score changes did not differ significantly in the three groups (Table 3). The health coaching + web group had the highest proportion with improvement in the SAT implementation strategy (difference = 7.40%; P =.030). After 12 months, however, the three groups did not differ significantly in fatigue and quality of life. For health status, the number that felt very good or best increased significantly in the health coaching + web group (P =.046). The proportion of those who maintained more than half of the 10 health habits increased significantly only in the health coaching + web group (difference = 4.29%; P =.006).
3 TABLEDifferences in clinical and quality‐of‐life measures
Time point Control group (N = 134) Web‐based support without health coaching (N = 125) Web‐based support with health coaching (N = 135) Mean (SD) Change Mean (SD) Change Mean (SD) Change Hospital anxiety and depression scale (HADS) Anxiety score Baseline 6.2 (4.0) 5.4 (3.7) 5.90 (4.1) 3 months 5.2 (3.3) 4.9 (3.4) 4.74 (3.3) 6 months 5.4 (3.6) 4.3 (4.1) 3.39 (3.0) 12 months 5.9 (3.6) −0.4 5.4 (4.3) 0.0 .645 4.39 (3.3) −1.5 .045 Depression score Baseline 6.8 (3.1) 6.3 (2.9) 6.4 (3.0) 3 months 6.6 (3.1) 5.8 (3.0) 5.7 (2.6) 6 months 6.0 (3.1) 4.8 (3.0) 4.2 (3.0) 12 months 6.7 (2.8) −0.1 6.0 (2.9) −0.2 .822 5.8 (2.8) −0.6 .290 Smart management strategy for health assessment tool (SAT) (≧ 66.6), No. (%) Core strategy Baseline 57 (42.5) 59 (47.2) 60 (44.4) 3 months 54 (40.3) 53 (42.4) 48 (35.6) 6 months 50 (37.3) 40 (32.0) 29 (21.5) 12 months 53 (39.6) −3.0 54 (43.2) −4.0 .368 51 (37.8) −6.7 .246 Preparation strategy Baseline 36 (26.9) 36 (28.8) 36 (26.7) 3 months 30 (22.4) 34 (27.2) 27 (20.0) 6 months 32 (23.9) 25 (20.0) 18 (13.3) 12 months 40 (29.9) 3.0 37 (29.6) −0.8 .787 34 (25.2) −1.5 .711 Implementation strategy Baseline 27 (20.2) 22 (17.6) 22 (16.3) 3 months 26 (19.4) 22 (17.6) 28 (20.7) 6 months 24 (17.9) 23 (18.4) 15 (11.1) 12 months 27 (20.2) 0.0 30 (24.0) 6.4 .127 32 (23.7) 7.4 .030 Brief fatigue inventory Baseline 3.81 (2.7) 3.96 (2.4) 3.9 (2.7) 3 months 3.97 (2.3) 3.44 (2.3) 3.0 (2.0) 6 months 3.76 (2.1) 3.07 (2.4) 3.27 (2.0) 12 months 3.65 (2.2) −0.2 3.23 (2.1) −0.7 .112 3.01 (2.1) −0.9 .072 McGill quality of life Existential well being Baseline 6.8 (2.0) 7.5 (1.4) 7.0 (1.8) 3 months 7.1 (1.8) 7.6 (1.4) 7.4 (1.6) 6 months 7.3 (1.6) 7.6 (1.7) 7.4 (1.6) 12 months 7.3 (1.8) 0.5 7.4 (2.0) −0.1 .085 7.2 (1.9) 0.2 .329 Social support Baseline 7.5 (2.0) 7.7 (1.7) 7.6 (1.9) 3 months 7.2 (2.0) 7.6 (2.0) 7.6 (1.8) 6 months 7.1 2.0) 7.6 (1.9) 7.4 (1.6) 12 months 7.3 (1.9) −0.2 7.5 (12.) −0.1 .811 7.4 (2.2) −0.2 .991 Self‐reported health status (very good or best) Baseline 0.9 (1.4) 1.1 (1.5) 09 (1.4) 3 months 1.1 (1.7) 1.3 (1.5) 1.4 (1.6) 6 months 1.3 (1.6) 1.6 (1.8) 1.5 (1.7) 12 months 1.2 (1.7) 0.3 1.5 (1.8) 0.4 .749 1.7 (1.8) 0.9 .046 Health behaviour maintenance (more than half of health behaviour), No. (%) Baseline 31 (23.1) 33 (26.4) 40 (28.9) 3 months 34 (25.4) 38 (30.4) 53 (39.3) 6 months 52 (38.8) 40 (32.0) 49 (36.3) 12 months 58 (43.3) 20.2 57 (45.6) 19.2 .533 72 (53.3) 24.4 .006
- 7 a If the 12‐month data was missing, latest visit values were used.
- 8 b The change is the baseline mean (or proportion) to the 12‐month mean (or proportion).
- 9 c The comparison of success rate change between groups was calculated by a generalised estimation equation (GEE) compared to control group.
In this RCT of cancer survivors who were within 2 months of completing their cancer treatment, the intervention involving health coaching combined with a web program built on the SMASH program compared with usual care showed a significantly greater overall 12‐month improvement of a three‐outcome composite of health behaviours and PTGI. Compared with patients in the control group, patients in the web program only group showed a significantly greater overall 12‐month improvement of the three‐outcome composite. It appears that the composite results were driven entirely by a reduction in post‐traumatic growth, and the use of a composite outcome with three components might have caused us to overestimate the effects of the intervention.
The extent of improvements in primary outcomes in our trial compared favourably with findings from earlier behavioural interventions for cancer survivors based on the transtheoretical model, cognitive behavioral therapy, and health coaching.[[
"Healthing U", the web program applied in this study, was developed to effect multiple behaviour changes as primary outcomes. The findings were explained by the possibility that the SMASH‐based online health management program consisting of self‐assessment, self‐planning, self‐learning, and self‐monitoring with automatic feedback could lead to optimal SM.[
With earlier trials, our study suggested that intervention based on the SM strategy might be effective in addressing psychological distress but not effective for changing behaviours such as PA and weight management in the long term. Intervention programs effective, more than programs based on the SM strategy for changing multiple behaviours, including PA and weight management, should be developed.
This study has several limitations. First, 29.5% of the study patients (44 of 149) eligible for tele‐coaching combined with the web program did not participate in the intervention. Second, only 59.8% (64 of 107) of the patients who participated in tele‐coaching completed all 20 sessions at 6 months, which might have been insufficient. The insufficient participation in the intervention and the low attribution of web+ coaching group suggest that this web+ coaching intervention based on the SM strategy should be improved to increase acceptability and compliance with further studies. Third, there were large SDs for baseline rates of PA, BMI, and PTGI, and this study's participants were already high performers. These aspects of the study might have caused bias in the conclusion of intervention benefit. Further studies are warranted with populations whose members are low performers. Furthermore, main limitation is the low attrition to interventions. At 3‐, 6‐, and 9‐month adherence rates decrease from 85.8% to 63.4% in the control group, from 76.8% to 57.6% in the web‐only group and from 66.7% to 45.2% in the health coaching + web group. The difference of attrition rates among groups could lead to biased comparisons. The use of intention‐to‐treat analysis was predetermined in the study protocol. Generally, intention‐to‐treat analysis is a more conservative approach than per‐protocol analysis. Also, a relatively low attrition rate at 12 months would limit the implication of the per‐protocol analysis. Finally, the primary PA and BMI endpoints differed for lung cancer survivors, and the targets might not have been achievable for them. In addition, our previous study showed that a BMI ≥23 decreased the mortality hazard.[
We believe tele‐coaching combined with a web program, as well as a web program alone, might be successful for cancer survivors within 2 months of completing primary cancer treatment who might be highly motivated to change multiple behaviours in order to improve their health. Because the composite results of multiple behaviours were driven entirely by a reduction in post‐traumatic growth and there were no similar effects for other components of the composite, caution may be needed when interpreting the results.
This study was supported by grants from the National R&D Program for Cancer Control, Ministry of Health & Welfare, Republic of Korea (1320330) and Partially by Grant from the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea (grant number: HC15C1391).
The author(s) declare that they have no conflicts of interest.
Research data are not shared.
GRAPH: APPENDIXS1: SUPPORTING INFORMATION
By Young Ho Yun; Cheol Il Lim; Eun Sook Lee; Young Tae Kim; Kyung Hwan Shin; Young‐Woo Kim; Kyu Joo Park; Seung‐Yong Jeong; Keun Won Ryu; Wonshik Han; Kyung Hae Jung; Sung Chan Park; Moon Soo Kim; Sung Kim; Young Mog Shim; Jae Hwan Oh; Jong Mog Lee; Seung‐Bum Ryoo; Joohyun Woo; Dong‐Young Noh; Ji Won Park; Byung In Moon; Hak Jae Kim; Seok Jin Nam; Dae Ho Lee; Jae Il Zo; Sang Min Park; EunKyo Kang; YeEun Rhee; Ju Youn Jung; Jin Ah Sim; Joonki Lee and Aesun Shin
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