Anxiety, Depression, Stress
Conditions
Keywords
COVID-19, Non-Deceptive Placebos, Intervention, Telehealth, Stress, Anxiety, Depression
Brief summary
This project aimed to test the efficacy of a telehealth-administered placebo without deception intervention on stress, anxiety, and depression related to the COVID-19 pandemic. Participants were randomized into two groups (open-label placebo vs. no-treatment control). All participants received information on the impact of COVID-19 on psychological health. Participants in the open-label placebo group were instructed to watch an informational video on the beneficial effects of placebos without deception, remotely interact with an experimenter, and take open-label placebo pills twice a day for two weeks. Participants in the no-treatment control group did not receive any intervention. Instead, participants met with an experimenter and reported on their psychological and physical health. The investigators predicted that the placebo without deception group would exhibit substantially reduced stress, depression, and anxiety compared to a no-treatment control group.
Interventions
The placebos were ordered through Amazon from Zeebo® (Zeebo, Zeebo Effect, LLC, South Burlington, Vermont, USA). The placebos in this study were blue and white capsules containing Microcrystalline cellulose (an inert fiber). Ingredients include ones that are typically used to make pills including silica, gelatin, titanium dioxide, red #3 food coloring, and blue #1 food coloring. Placebo capsules were free of any active ingredients. These bottles were not branded specifically for the experiment, including the brand name (Zeebo Relief), description of the contents, directions, and a disclaimer. The investigators chose to not include a custom label for transparency and in order to increase non-deceptive placebo effects. Participants were instructed to take two pills a day, one in the morning and one in the evening.
Sponsors
Study design
Masking description
The control group was blinded to their condition. The intervention group was not blinded.
Eligibility
Inclusion criteria
* Individuals who have experienced moderate COVID-19 stress, as assessed by a score of ≥ 35 on the COVID-19 Stress Scale (Taylor et al., 2020).
Exclusion criteria
* Non-Michigan residents; self-reported diagnosis of anxiety, depression, ADHD, schizophrenia, bipolar disorder, substance use disorder; currently taking psychotropic medication including antidepressants, anti-anxiety medication or stimulants; allergies or concerns with the placebo pill ingredients; or active diagnosis of COVID-19 at the time of eligibility or enrollment.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| COVID-19 Related Stress | COVID-19 related stress was measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14) | Self-reported COVID-19 related stress was measured using the COVID-19 Stress Scale. The Covid stress scale (CSS) is a 36-item self-report questionnaire that measures stress-related to COVID-19 (Taylor et al., 2020). Participants rated each item on a 0 (not at all) to 4 (extremely) scale. For the purposes of this study, only total scores were calculated. Total score ranges from 0-144 with higher scores indicating greater COVID-related stress. |
| Perceived Stress | Perceived stress measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14) | Self-reported perceived stress was measured using the Perceived Stress Scale (PSS). The Perceived Stress Scale (PSS) is a 10-item self-report questionnaire that assesses the extent to which different situations affect our perceptions of stress during the last month (Cohen, 1994). The scale was modified for the current study in order to measure ratings of perceived stress over the past 7 days. Participants rated each item on a 0 (never) to 4 (very often) scale. Total score ranges from 0-40 with higher scores indicating greater perceived stress. |
| Anxiety | Anxiety symptom severity was measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14) | Self-reported anxiety was measured using the PROMIS Emotional Distress - Anxiety - Short Form. The PROMIS Emotional Distress - Anxiety - Short Form is an 8-item self-report questionnaire that assesses anxiety over the past 7 days in adults. Participants rated each item on a 1 (never) to 4 (always) scale. Total score ranges from 8-40 with higher scores indicating greater anxiety. |
| Depression | Depression symptom severity was measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14) | Self-reported anxiety was measured using the Center for Epidemiological Studies - Depression (CES-D) Scale. The Center for Epidemiological Studies - Depression (CES-D) Scale is a 20-item self-report questionnaire that assesses depressive symptoms over the past 7 days. Participants rated each item on a 0 \[rarely or none at the time (less than one day)\] to 3 \[most or all of the time (5 to 7 days)\] scale. Total score ranges from 0-60 with higher scores indicating higher levels of depression. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Treatment Expectations | Treatment expectations were measured during the administration of the intervention (Day 1) and at the end of the study (Day 14) | Participants in the open-label placebo group rated their expectations of the open-label placebo treatment using representative questions (10-items) from each sub-scale of the Treatment Expectations Questionnaire (TEX-Q; Alberts et al. (2020). Two subscales were calculated from exploratory factor analysis: Expected benefits and Expected harm. The range for expected benefits ranged from 0-10 with higher scores indicating greater benefits from the OLP. The range for expected harm also ranged from 0-10 with higher scores indicating expecting more harm. |
| Intervention Appropriateness | Ratings of intervention appropriateness were measured at Endpoint (Day 14) | Intervention appropriateness was measured using the Intervention Appropriateness Measure (IAM; Weiner et al., 2017). The IAM is a 4-item self-report measure that assesses the extent to which an intervention is perceived to be fitting, relevant, and compatible with a population or setting to address a particular problem. The items are averaged with scores ranging from 1-5 with higher numbers indicating that the OLP intervention is perceived to be fitting, relevant, and compatible with a population or setting to address a particular problem. |
| Treatment Adherence | Treatment adherence was measured daily for 14 days beginning after intervention administration (Day 1). | Participants in the open-label placebo group were instructed to take two placebo pills a day for 14 days (28 placebo pills). Treatment adherence was measured as the percentage of placebo pills taken by each participant (number of pills taken / 28 \* 100). |
| Intervention Feasibility | Ratings of intervention feasibility were measured at Endpoint (Day 14) | Intervention feasibility was measured using the Feasibility of Intervention Measure (FIM; Weiner et al., 2017). The FIM is a 4-item self-report measure that assesses the extent to which an intervention can be successfully implemented within a given setting. The items are averaged with scores ranging from 1-5 with higher numbers indicating that the OLP intervention is easy to use and doable. |
| Intervention Acceptability | Ratings of intervention acceptability were measured at Endpoint (Day 14) | Intervention acceptability was measured using the Acceptability of Intervention Measure (AIM; Weiner et al., 2017). The AIM is a 4-item self-report measure that assesses the extent to which an intervention is perceived to be satisfactory, adequate, and appealing. The items are averaged with scores ranging from 1-5 with higher numbers indicating that the OLP intervention is satisfactory and appealing. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Non-Deceptive Placebo The NDP group was informed that the purpose of the study was to test a mind-body intervention that might help participants deal with the stress and anxiety that they are feeling during the pandemic. The intervention included two videos that introduced the effects of non-deceptive placebos, followed by a presentation on up-to-date non-deceptive placebo research. The participants then received instruction on how they would take their non-deceptive placebos for the next two weeks. Participants were asked to complete daily pill-taking adherence surveys (\
5 min) and weekly at midpoint (1-week) and endpoint (2-week).
Non-Deceptive Placebo: The placebos were ordered through Amazon from Zeebo® (Zeebo, Zeebo Effect, LLC, South Burlington, Vermont, USA). The placebos in this study were blue and white capsules containing Microcrystalline cellulose (an inert fiber). Ingredients include ones that are typically used to make pills including silica, gelatin, titanium dioxide, red #3 food coloring, and blue #1 food coloring. Placebo capsules were free of any active ingredients. These bottles were not branded specifically for the experiment, including the brand name (Zeebo Relief), description of the contents, directions, and a disclaimer. The investigators chose to not include a custom label for transparency and in order to increase non-deceptive placebo effects. Participants were instructed to take two pills a day, one in the morning and one in the evening. | 32 |
| No-Treatment Control The Control group did not receive an intervention. Instead, participants were informed that the purpose of the study was to track individual psychological and physical health over longer time periods in the context of the pandemic. Participants were asked to complete weekly questionnaires at midpoint (1-week) and endpoint (2-week). | 32 |
| Total | 64 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 |
|---|---|---|---|
| Overall Study | Withdrawal by Subject | 3 | 0 |
Baseline characteristics
| Characteristic | Non-Deceptive Placebo | No-Treatment Control | Total |
|---|---|---|---|
| Age, Continuous | 21.22 years | 20.97 years | 21.09 years |
| Center for Epidemiological Studies Depression Scale (CES-D) | 22.80 units on a scale STANDARD_DEVIATION 10.662 | 20.75 units on a scale STANDARD_DEVIATION 12.104 | 21.74 units on a scale STANDARD_DEVIATION 11.383 |
| COVID Stress Scale (CSS) | 34.70 units on a scale STANDARD_DEVIATION 18.495 | 35.13 units on a scale STANDARD_DEVIATION 20.5 | 34.92 units on a scale STANDARD_DEVIATION 19.397 |
| Perceived Stress Scale (PSS) | 22.47 units on a scale STANDARD_DEVIATION 6.632 | 20.34 units on a scale STANDARD_DEVIATION 7.489 | 21.37 units on a scale STANDARD_DEVIATION 7.109 |
| PROMIS Anxiety Short Form | 25.77 units on a scale STANDARD_DEVIATION 6.694 | 23.69 units on a scale STANDARD_DEVIATION 6.621 | 24.69 units on a scale STANDARD_DEVIATION 6.684 |
| Race/Ethnicity, Customized Black/ African American | 0 Participants | 1 Participants | 1 Participants |
| Race/Ethnicity, Customized East Asian (Korean, Japanese, Chinese, etc.) | 0 Participants | 5 Participants | 5 Participants |
| Race/Ethnicity, Customized Latinx/ Hispanic | 0 Participants | 0 Participants | 0 Participants |
| Race/Ethnicity, Customized Middle Eastern/ North African | 0 Participants | 1 Participants | 1 Participants |
| Race/Ethnicity, Customized Multiracial | 1 Participants | 3 Participants | 4 Participants |
| Race/Ethnicity, Customized Native American/ American Indian/Alaskan Native/ Indigenous | 0 Participants | 0 Participants | 0 Participants |
| Race/Ethnicity, Customized Native Hawaiian/ Pacific Islander | 0 Participants | 0 Participants | 0 Participants |
| Race/Ethnicity, Customized South Asian (Indian, Pakistani, Sri Lanka, etc.) | 3 Participants | 3 Participants | 6 Participants |
| Race/Ethnicity, Customized Southeast Asian (Vietnamese, Cambodian, Filipino, etc.) | 2 Participants | 1 Participants | 3 Participants |
| Race/Ethnicity, Customized White/ European | 26 Participants | 18 Participants | 44 Participants |
| Region of Enrollment United States | 32 participants | 32 participants | 64 participants |
| Sex/Gender, Customized Female | 29 Participants | 29 Participants | 58 Participants |
| Sex/Gender, Customized Intersex | 0 Participants | 0 Participants | 0 Participants |
| Sex/Gender, Customized Male | 3 Participants | 3 Participants | 6 Participants |
| Sex/Gender, Customized Not Listed | 0 Participants | 0 Participants | 0 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 0 / 32 | 0 / 32 |
| other Total, other adverse events | 0 / 32 | 0 / 32 |
| serious Total, serious adverse events | 0 / 32 | 0 / 32 |
Outcome results
Anxiety
Self-reported anxiety was measured using the PROMIS Emotional Distress - Anxiety - Short Form. The PROMIS Emotional Distress - Anxiety - Short Form is an 8-item self-report questionnaire that assesses anxiety over the past 7 days in adults. Participants rated each item on a 1 (never) to 4 (always) scale. Total score ranges from 8-40 with higher scores indicating greater anxiety.
Time frame: Anxiety symptom severity was measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Non-Deceptive Placebo | Anxiety | Midpoint (Day 7) | 22.07 score on a scale | Standard Deviation 7.93 |
| Non-Deceptive Placebo | Anxiety | Baseline (Day 1) | 25.62 score on a scale | Standard Deviation 6.76 |
| Non-Deceptive Placebo | Anxiety | Endpoint (Day 14) | 19.00 score on a scale | Standard Deviation 6.02 |
| No-Treatment Control | Anxiety | Baseline (Day 1) | 23.69 score on a scale | Standard Deviation 6.62 |
| No-Treatment Control | Anxiety | Midpoint (Day 7) | 22.19 score on a scale | Standard Deviation 7.46 |
| No-Treatment Control | Anxiety | Endpoint (Day 14) | 21.81 score on a scale | Standard Deviation 7.92 |
COVID-19 Related Stress
Self-reported COVID-19 related stress was measured using the COVID-19 Stress Scale. The Covid stress scale (CSS) is a 36-item self-report questionnaire that measures stress-related to COVID-19 (Taylor et al., 2020). Participants rated each item on a 0 (not at all) to 4 (extremely) scale. For the purposes of this study, only total scores were calculated. Total score ranges from 0-144 with higher scores indicating greater COVID-related stress.
Time frame: COVID-19 related stress was measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Non-Deceptive Placebo | COVID-19 Related Stress | Baseline (Day 1) | 34.93 score on a scale | Standard Deviation 18.78 |
| Non-Deceptive Placebo | COVID-19 Related Stress | Midpoint (Day 7) | 26.24 score on a scale | Standard Deviation 17.29 |
| Non-Deceptive Placebo | COVID-19 Related Stress | Endpoint (Day 14) | 12.28 score on a scale | Standard Deviation 16.01 |
| No-Treatment Control | COVID-19 Related Stress | Baseline (Day 1) | 35.13 score on a scale | Standard Deviation 20.5 |
| No-Treatment Control | COVID-19 Related Stress | Midpoint (Day 7) | 32.37 score on a scale | Standard Deviation 18.51 |
| No-Treatment Control | COVID-19 Related Stress | Endpoint (Day 14) | 28.34 score on a scale | Standard Deviation 20.61 |
Depression
Self-reported anxiety was measured using the Center for Epidemiological Studies - Depression (CES-D) Scale. The Center for Epidemiological Studies - Depression (CES-D) Scale is a 20-item self-report questionnaire that assesses depressive symptoms over the past 7 days. Participants rated each item on a 0 \[rarely or none at the time (less than one day)\] to 3 \[most or all of the time (5 to 7 days)\] scale. Total score ranges from 0-60 with higher scores indicating higher levels of depression.
Time frame: Depression symptom severity was measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Non-Deceptive Placebo | Depression | Baseline (Day 1) | 22.69 score on a scale | Standard Deviation 10.83 |
| Non-Deceptive Placebo | Depression | Midpoint (Day 7) | 17.90 score on a scale | Standard Deviation 10.26 |
| Non-Deceptive Placebo | Depression | Endpoint (Day 14) | 12.93 score on a scale | Standard Deviation 8.56 |
| No-Treatment Control | Depression | Baseline (Day 1) | 20.75 score on a scale | Standard Deviation 12.1 |
| No-Treatment Control | Depression | Midpoint (Day 7) | 20.76 score on a scale | Standard Deviation 12.35 |
| No-Treatment Control | Depression | Endpoint (Day 14) | 18.31 score on a scale | Standard Deviation 11.86 |
Perceived Stress
Self-reported perceived stress was measured using the Perceived Stress Scale (PSS). The Perceived Stress Scale (PSS) is a 10-item self-report questionnaire that assesses the extent to which different situations affect our perceptions of stress during the last month (Cohen, 1994). The scale was modified for the current study in order to measure ratings of perceived stress over the past 7 days. Participants rated each item on a 0 (never) to 4 (very often) scale. Total score ranges from 0-40 with higher scores indicating greater perceived stress.
Time frame: Perceived stress measured at Baseline (Day 1), Midpoint (Day 7), and Endpoint (Day 14)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Non-Deceptive Placebo | Perceived Stress | Endpoint (Day 14) | 15.00 score on a scale | Standard Deviation 5.91 |
| Non-Deceptive Placebo | Perceived Stress | Baseline (Day 1) | 22.52 score on a scale | Standard Deviation 6.74 |
| Non-Deceptive Placebo | Perceived Stress | Midpoint (Day 7) | 17.24 score on a scale | Standard Deviation 7.19 |
| No-Treatment Control | Perceived Stress | Baseline (Day 1) | 20.34 score on a scale | Standard Deviation 7.49 |
| No-Treatment Control | Perceived Stress | Midpoint (Day 7) | 17.98 score on a scale | Standard Deviation 7.12 |
| No-Treatment Control | Perceived Stress | Endpoint (Day 14) | 17.78 score on a scale | Standard Deviation 7.12 |
Intervention Acceptability
Intervention acceptability was measured using the Acceptability of Intervention Measure (AIM; Weiner et al., 2017). The AIM is a 4-item self-report measure that assesses the extent to which an intervention is perceived to be satisfactory, adequate, and appealing. The items are averaged with scores ranging from 1-5 with higher numbers indicating that the OLP intervention is satisfactory and appealing.
Time frame: Ratings of intervention acceptability were measured at Endpoint (Day 14)
Population: Intervention acceptability was not measured in the No-Treatment Control group because they did not receive the treatment.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Non-Deceptive Placebo | Intervention Acceptability | 4.03 score on a scale | Standard Deviation 0.72 |
Intervention Appropriateness
Intervention appropriateness was measured using the Intervention Appropriateness Measure (IAM; Weiner et al., 2017). The IAM is a 4-item self-report measure that assesses the extent to which an intervention is perceived to be fitting, relevant, and compatible with a population or setting to address a particular problem. The items are averaged with scores ranging from 1-5 with higher numbers indicating that the OLP intervention is perceived to be fitting, relevant, and compatible with a population or setting to address a particular problem.
Time frame: Ratings of intervention appropriateness were measured at Endpoint (Day 14)
Population: Intervention Appropriateness was not measured in the No-Treatment Control group because they did not receive the treatment.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Non-Deceptive Placebo | Intervention Appropriateness | 3.98 score on scale | Standard Deviation 0.69 |
Intervention Feasibility
Intervention feasibility was measured using the Feasibility of Intervention Measure (FIM; Weiner et al., 2017). The FIM is a 4-item self-report measure that assesses the extent to which an intervention can be successfully implemented within a given setting. The items are averaged with scores ranging from 1-5 with higher numbers indicating that the OLP intervention is easy to use and doable.
Time frame: Ratings of intervention feasibility were measured at Endpoint (Day 14)
Population: Intervention feasibility was not measured in the No-Treatment Control group because they did not receive the treatment.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Non-Deceptive Placebo | Intervention Feasibility | 4.31 score on a scale | Standard Deviation 0.54 |
Treatment Adherence
Participants in the open-label placebo group were instructed to take two placebo pills a day for 14 days (28 placebo pills). Treatment adherence was measured as the percentage of placebo pills taken by each participant (number of pills taken / 28 \* 100).
Time frame: Treatment adherence was measured daily for 14 days beginning after intervention administration (Day 1).
Population: Treatment adherence was not measured in the No-Treatment Control group because they did not receive the treatment.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Non-Deceptive Placebo | Treatment Adherence | 92.5 percentage of pills taken | Standard Deviation 9.7 |
Treatment Expectations
Participants in the open-label placebo group rated their expectations of the open-label placebo treatment using representative questions (10-items) from each sub-scale of the Treatment Expectations Questionnaire (TEX-Q; Alberts et al. (2020). Two subscales were calculated from exploratory factor analysis: Expected benefits and Expected harm. The range for expected benefits ranged from 0-10 with higher scores indicating greater benefits from the OLP. The range for expected harm also ranged from 0-10 with higher scores indicating expecting more harm.
Time frame: Treatment expectations were measured during the administration of the intervention (Day 1) and at the end of the study (Day 14)
Population: Participants in the No-Treatment Control group were not administered the Treatment Expectations Questionnaire because they did not receive any treatment.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Non-Deceptive Placebo | Treatment Expectations | Expected Benefits (Day 1) | 6.30 score on a scale | Standard Deviation 2.09 |
| Non-Deceptive Placebo | Treatment Expectations | Expected Benefits (Day 14) | 5.21 score on a scale | Standard Deviation 2.17 |
| Non-Deceptive Placebo | Treatment Expectations | Expected Harm (Day 1) | .53 score on a scale | Standard Deviation 1.06 |
| Non-Deceptive Placebo | Treatment Expectations | Expected Harm (Day 14) | .32 score on a scale | Standard Deviation 0.58 |