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Hegel, Mark ( Dartmouth College )
Locke, Steven ( Harvard Medical School )
(1) Original aims of the project:
1. Complete the development of a training module to recognize and prevent depression.
2. Develop a module to implement computer-based Problem-Solving Treatment (PST), an evidence-based treatment for depression.
3. Evaluate the efficacy of the computer-delivered PST module for depression in a randomized controlled trial.
(2) Key findings of the project: To address Aim 1, we produced a brief training video, in which Dr. Mark Hegel discusses the signs and symptoms of depression, how it can affect performance, and how it can be treated. A self-assessment of depression was created in a previous study, and already exists in the system. There is evidence from other studies that going through a course of PST can help prevent the future onset of depression in at-risk populations. Therefore, Aim 1 was addressed via the training video and the PST program, itself.
Addressing Aim 2 was the most challenging and time-consuming part of this project: designing and producing a fully-automated self-treatment program for depression. The end product was a 6-session interactive media program in which users are guided step-by-step through a full course of PST, an evidence-based treatment for depression. Each session involves a coach (Dr. Mark Hegel, a psychologist who is an expert in PST) who appears in numerous video and audio clips to help users/patients proceed through the stages of the treatment. The program was designed to exercise a form of "clinical judgment," by helping users/patients troubleshoot ways to improve their work on particular problems. The program also tracks 9 variables which are utilized to analyze the user's/patient's work across sessions and problems, and give suggestions on how to improve their problem-solving success, in general. This work has resulted in what appears to be the most sophisticated self-help program ever developed, in terms of media usage and data handling. It includes 247 audio and 160 video files to tailor the PST session to the individual.
Aim 3 was addressed via a randomized clinical trial pilot study, comparing the PST program to a 7-week waitlist control condition. We had originally planned to include 68 persons with minor depression in the study; however, the time required to complete development of the PST intervention program precluded enrolling this number. Therefore, we enrolled 14 persons in a pilot study (7 in the experimental group and 7 in the control group). The mean age of participants was 50 years, and all had completed at least 4 years of college, making them somewhat analogous to the astronaut population. The primary outcome was depression, as measured via the Hamilton Depression Inventory (HDI). No differences were found between groups on the HDI at pre-test.
We partnered with another NSBRI study (PI: Dr. Gary Strangman), by sharing some participants. Participants were to be evaluated via magnetic resonance imaging (MRI) and near-infrared spectroscopy at 3 points: pre-treatment, mid-treatment (between sessions 3 and 4) and post-treatment. Unfortunately, MRI malfunctions and scheduling problems caused 2 of the 7 participants assigned to the experimental group to have a 4- and a 9-week lapse between sessions 3 and 4. Because our a-priori study procedures called for participants who lapse for more than 3 weeks between sessions to be removed from the study, data from these 2 participants were not included in the final analysis. We did, however, allow them to complete the final 3 sessions, since they wished to continue and had not caused the lapse of time. Also, one control group participant dropped out, leaving 6 in that group.
Percent change was compared using Kruskal-Wallis Chi Square at pre- and post-treatment for the experimental group and pre- and post- a no-treatment period of 7 weeks for the control group. A 52.65% reduction in depression was found for the 5 experimental group participants, whereas an 11.12% reduction was found for the control group. The difference in percent change was significant (p<.04), and an extremely high effect size was found (Cohen's d=1.73).
It is notable that if data from the 2 persons who lapsed longer than 2 weeks is included, the percent change is not significant, which suggests that if the treatment is used as recommended (i.e., with no more than a 3-week lapse between sessions), it is likely to help, but if not used as recommended, it is unlikely to help. It is also notable that no subjects ever "no-showed" for a scheduled PST session with the software.
(3) Impact of findings on specific aims of the original proposal. The specific aims were addressed, although the final number of participants enrolled was fewer than originally planned. The program shows strong promise as a new intervention, but requires further validation in a larger sample.
(4) Proposed research plan for coming year. We plan to apply for funding from other sources to conduct a large-scale randomized trial of the PST program's efficacy. We anticipate that these pilot data and the novelty of the treatment will provide strong support for such an application. If it is found to be efficacious in a larger trial, the program could be validated in a space analogue setting and ultimately used on long-duration missions. Additionally, it could provide an immediate public health benefit across the United States.
Worldwide, depression is now the leading cause of disability, and in wealthier nations such as the United States, mental health disorders account for 4 of the 10 leading causes of lost productivity. A recent study of over 60,000 employees of large American companies found that 4.5% have high levels of psychological distress but that only 22% of them are receiving treatment. The annual cost to the United States in unearned income due to mental health disorders is $193 billion. Nonetheless, successful treatment of mental disorders generally returns individuals to functioning comparable to those who have no history of mental health problems.
Effective, evidence-based treatments for depression do exist; however, there are major barriers to their widespread dissemination in the United States, including cost, transportation, availability, logistics, stigma, and training. The cost of behavioral health and psychiatric care is often borne directly by consumers and prohibitive for those with limited income. Moreover the, availability of services is limited, and many Americans lack adequate access to behavioral health professionals.
Logistics of travel and scheduling pose barriers to receiving behavioral health care on Earth as well as in space. Taking the time off from work, arranging childcare, and potentially traveling a great distance to appointments all conspire against individuals receiving a sufficient dose of behavioral intervention. Additionally, the stigma of asking for mental health care - in self-perception and in social and employment consequences - can prevent individuals from asking for help when it is needed on Earth, just as in space.
Finally, many Master's and Doctoral-level behavioral health professionals lack training in evidence-based treatment for depression. Practicing clinicians typically fail to adopt such treatments. Moreover, even when they are aware of the evidence-based guidelines and do attempt to provide them, the treatments are often not delivered effectively.
If ultimately found to be effective, the problem-solving treatment program developed through this project, could help overcome the barriers of cost, availability, logistics, stigma and training, while potentially facilitating major improvements in public mental health. It could be rolled out in a mass scale, making an evidence-based treatment for depression available at any location, at any time.
This computer-based depression treatment, with simple modifications and revisions, could be adapted for use in other isolated operational environments, such as polar research stations, submarines, commercial ships, oil rigs, and underwater research bases. Furthermore, even greater value could be derived by making similar psychosocial support systems available to the public in settings such as primary care practices, public and mental health centers, schools, social services offices, places of worship, military bases, prisons, and eventually at home or in any location, through broadband Internet.
After completing development and alpha-testing, we conducted a pilot study to obtain an initial estimate of the program's efficacy. A randomized clinical trial was conducted with a small number of participants (N=14), of which 10 were female, 2 were Latino/Hispanic, and 1 was African American. The mean age was 50.5 years and all had completed at least 4 years of college, making them somewhat analogous to the astronaut population. Half of the participants were assigned to use the depression treatment program for 6 sessions, with a 1-week and 1-month follow-up. The other half were assigned to a wait-list control condition and re-evaluated after 7 weeks. (Note that not receiving a behavioral intervention is likely to be typical for astronauts with depression on long-duration missions, making the wait list a "treatment as usual" condition.) One of the control group participants dropped out of the study and 2 of the experimental group participants' data were omitted due to excessive lapses of time between sessions 3 and 4.
The primary outcome was the Hamilton Depression Inventory, a standard measure of depression. No differences were found between groups at pre-test, and the mean for both groups was in the mild range of depression. A comparison of percent change from pre-test to post-test was made for the experimental (treatment) group and the control group. A significant difference (p<.045) was found between groups, with the experimental group improving more. The effect size was large (Cohen's d = 1.73). These results suggest that the depression treatment program may be efficacious for treating minor depression; however, a larger-sample clinical trial is required to confirm them.
Hegel, Mark ( Dartmouth College )
Locke, Steven ( Harvard Medical School )
1. Complete development of the module for recognizing and preventing depression. We will complete this module, moving from the prototype stage to a completed computer-based tool. We will modify the design based on data from our usability and acceptability study with astronauts at Johnson Space Center. We will pilot-test the module with 5 participants, and make revisions based on their input.
2. Develop the module for implementing computer-based Problem-Solving Treatment. Currently, problem-solving treatment is done using a practitioner who guides the patient through this structured therapy and follows their progress. These practitioners are trained to administer the therapy through a formalized training program that incorporates a workbook and instructional videos1. These materials are well suited for presentation via multimedia on computer to make the treatment self-guided. The PST intervention will be modified from its current video/workbook form to a computer-based form that can be used by astronauts or other professionals who are suffering from depression.
3. To evaluate the efficacy of the computer-delivered Problem-Solving Treatment (PST) module for depression in a randomized controlled trial. Hypotheses related to this aim are that, compared to a waiting-list control:
a. Individuals receiving computer-delivered PST will show a greater reduction in depression symptoms, as rated by a clinician.
b. Individuals receiving computer-delivered PST will show a greater reduction in depression, as rated by self-report.
c. A greater proportion of individuals receiving computer-delivered PST will have remitted at post-treatment.
Additionally, we interviewed one veteran long-duration ISS astronaut. This individual has not had depression, but did share his recommendations on how to maintain good psychological health on long-duration missions.
Work has also progressed on setting up the clinical trial, scheduled for the next two project years. We were able to gain approval to use the General Clinical Research Center (GCRC) at Beth Israel Deaconess Medical Center. The GCRC is a federally funded facility to run clinical trials. It provides some staff (research nurses) and facilities (rooms in which to use the program).
Hegel, Mark ( Dartmouth College )
Slack, Warner ( Harvard University )
Locke, Steven ( Harvard Medical School )
Specific aims of this proposal are:
1. Complete development of the module for recognizing and preventing depression. We will complete this module, moving from the prototype stage to a completed computer-based tool. We will modify the design based on data from our usability and acceptability study with astronauts at Johnson Space Center. We will pilot-test the module with 5 participants, and make revisions based on their input.
2. Develop the module for implementing computer-based Problem-Solving Treatment. Currently, problem-solving treatment is done using a practitioner who guides the patient through this structured therapy and follows their progress. These practitioners are trained to administer the therapy through a formalized training program that incorporates a workbook and instructional videos1. These materials are well suited for presentation via multimedia on computer to make the treatment self-guided. The PST intervention will be modified from its current video/workbook form to a computer-based form that can be used by astronauts or other professionals who are suffering from depression.
3. To evaluate the efficacy of the computer-delivered Problem-Solving Treatment (PST) module for depression in a randomized controlled trial. Hypotheses related to this aim are that, compared to a waiting-list control:
a. Individuals receiving computer-delivered PST will show a greater reduction in depression symptoms, as rated by a clinician.
b. Individuals receiving computer-delivered PST will show a greater reduction in depression, as rated by self-report.
c. A greater proportion of individuals receiving computer-delivered PST will have remitted at post-treatment.
Additionally, we interviewed one veteran long-duration ISS astronaut. This individual has not had depression, but did share his recommendations on how to maintain good psychological health on long-duration missions.
Work has also progressed on setting up the clinical trial, scheduled for the next two project years.
Hegel, Mark ( Dartmouth College )
Slack, Warner ( Harvard University )
Locke, Steven ( Harvard Medical School )
1.Complete development of the module for recognizing and preventing depression. We will complete this module, moving from the prototype stage to a completed computer-based tool. We will modify the design based on data from our usability and acceptability study with astronauts at Johnson Space Center. We will pilot-test the module with 5 participants, and make revsions based on their input.
2.Develop the module for implementing computer-based Problem-Solving Treatment. Currently, problem-solving treatment is done using a practitioner who guides the patient through this structured therapy and follows their progress. These practitioners are trained to administer the therapy through a formalized training program that incorporates a workbook and instructional videos1. These materials are well suited for presentation via multimedia on computer to make the treatment self-guided. The PST intervention will be modified from its current video/workbook form to a computer-based form that can be used by astronauts or other professionals who are suffering from depression.
3.To evaluate the efficacy of the computer-delivered Problem-Solving Treatment (PST) module for depression in a randomized controlled trial. Hypotheses related to this aim are that, compared to a waiting-list control: a. Individuals receiving computer-delivered PST will show a greater reduction in depression symptoms, as rated by a clinician. b. Individuals receiving computer-delivered PST will show a greater reduction in depression, as rated by self-report. c. A greater proportion of individuals receiving computer-delivered PST will have remitted at post-treatment.
Specific aims of this proposal are: 1.Complete development of the module for recognizing and preventing depression. We will complete this module, moving from the prototype stage to a completed computer-based tool. We will modify the design based on data from our usability and acceptability study with astronauts at Johnson Space Center. We will pilot-test the module with 5 participants, and make revsions based on their input. 2.Develop the module for implementing computer-based Problem-Solving Treatment. Currently, problem-solving treatment is done using a practitioner who guides the patient through this structured therapy and follows their progress. These practitioners are trained to administer the therapy through a formalized training program that incorporates a workbook and instructional videos1. These materials are well suited for presentation via multimedia on computer to make the treatment self-guided. The PST intervention will be modified from its current video/workbook form to a computer-based form that can be used by astronauts or other professionals who are suffering from depression. 3.To evaluate the efficacy of the computer-delivered Problem-Solving Treatment (PST) module for depression in a randomized controlled trial. Hypotheses related to this aim are that, compared to a waiting-list control: a. Individuals receiving computer-delivered PST will show a greater reduction in depression symptoms, as rated by a clinician. b. Individuals receiving computer-delivered PST will show a greater reduction in depression, as rated by self-report. c. A greater proportion of individuals receiving computer-delivered PST will have remitted at post-treatment.


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