Including patient preferences in care has been shown to lead to better outcomes for patients, providers, and the health care system (
1). In addition, understanding how patients derive their preferences can shape strategies that optimize engagement in care and guide treatment development. Research has shown that preferences can be influenced by an individual’s beliefs about treatment and by its acceptability (
2–
7)—that is, by how agreeable, palatable, or satisfactory a given treatment is (
8). However, few studies have examined factors associated with treatment preferences among individuals with anxiety and related disorders (
2,
9–
12), including obsessive-compulsive disorder (OCD) (
11,
12). OCD is one of the most severe illnesses, with a lifetime prevalence of about 2% (that is, twice the prevalence of schizophrenia), a relatively early onset, and a typically chronic course (
13,
14). The purpose of this study was to describe treatment preferences and acceptability among individuals with OCD.
The hallmarks of OCD are obsessions and compulsions, and these symptoms are distressing and time consuming and can cause serious impairment in functioning across all domains of a person’s life (
15). First-line treatments for OCD include pharmacotherapy with serotonin reuptake inhibitors (SRIs) and cognitive-behavioral therapy consisting of exposure and response prevention (EX/RP) (
16). Persons experiencing residual symptoms while taking SRI medications may augment response with EX/RP or antipsychotic medications (
17). Although both are efficacious (
16,
17), EX/RP and medications are very different treatments, and individuals may differ in their preferences.
In an earlier study, we assessed treatment preferences of 90 treatment-seeking adults with OCD and found that they had identifiable preferences (
11). Presented with three options (SRIs, EX/RP, or SRIs plus EX/RP), most participants preferred either combination treatment or EX/RP to medications alone. Using similar methodology to assess preferences, Lewin and colleagues (
12) found that among 101 parents of children with OCD, all but one preferred treatments that included EX/RP. Our previous study was a first step in identifying treatment preferences; however, the study was limited by its sample size (impeding our ability to examine factors associated with these preferences), its scope (treatment preferences for augmentation strategies and acceptability of novel treatments were not assessed), and its measures (ranking methods were used, which provided information about treatments in comparison with each other as opposed to their acceptability).
To address this gap, we designed an online survey to assess preferences for evidence-based treatments and for acceptability of novel treatments in a large sample of adults with self-reported OCD symptoms. The survey incorporated mixed-methods approaches from health economics and social sciences, including forced-choice questions, ratings assessments, and open-ended questions, to collect qualitative data. As in previous research on other psychiatric disorders (
18), we hypothesized that adults with OCD would prefer psychotherapy to medications and that this preference might be stronger among women and younger participants. Using latent class analysis (LCA), we identified subgroups with similar characteristics and examined their association with preferences. Finally, we explored the acceptability of novel OCD treatments, and we report on beliefs regarding treatment and services.
Methods
Overview
Participants seeking information on OCD or its treatment on the Internet were recruited between April 2010 and September 2014 via a Web-link advertisement that linked to the survey on the Web site of the Center for Obsessive-Compulsive Treatment and Related Disorders clinic (
www.columbia-ocd.org). This site includes information about the center, links to OCD resources, and descriptions of current research studies at the center that are recruiting participants. The advertisement recruited adults (18 and older) who self-identified as having OCD symptoms and used a self-report survey via surveymonkey.com. The Institutional Review Board of the New York State Psychiatric Institute approved the study.
Survey Instrument
The 30-minute survey developed for the study asked participants about demographic information, treatment history, current OCD symptoms and severity, preferences for first-line treatment (EX/RP versus SRI medications) and augmentation treatment (EX/RP versus antipsychotic medications), acceptability of novel treatments, reasons for preferences, and suggestions to improve OCD services and treatments.
Data
Participants were queried about sex, age, racial and ethnic background, marital status, income, education, employment status, and health insurance. Treatment history information included treatment status (currently receiving or not receiving treatment), type (SRIs, benzodiazepines, antipsychotic medications, EX/RP, and cognitive therapy, which was described as talk therapy to help the client overcome difficulties by identifying and changing dysfunctional thinking, behavior, and emotional responses), OCD support group, supportive or dynamic therapy, and overall experience (positive or negative) with medication or psychotherapy.
Participants self-reported whether they had ever received a diagnosis of OCD and by what type of health care professional (primary care physician, psychiatrist, psychologist, or social worker). In addition, participants completed the Obsessive-Compulsive Inventory–Revised (OCI-R) (
19), an 18-item self-report questionnaire widely used in research with nonclinical samples to assess severity of OCD symptoms. Respondents rate the level of distress, on a scale of 0 to 4, of 18 common OCD symptoms that they encountered in the past month. The OCI-R has been validated against the Structured Clinical Interview for DSM-IV and the Yale-Brown Obsessive Compulsive Scale. Severity of OCD is defined as mild (scores of 15–19), moderate (20–34), and severe (≥35). It has optimal cutoff scores of 21 (sensitivity 66% and specificity 64%) when distinguishing persons with OCD from nonanxious persons in a control group (
19). A score of 21 was used as a cutoff to define clinically significant OCD in our sample; persons with a score of ≥21 may be more likely to seek treatment and discuss treatment preferences with a provider than those who score below the cutoff.
Preferences for first-line and augmentation treatments were framed in a forced-choice format as a recommended preference assessment technique to increase the number of survey responses for analysis and encourage respondents to respond (
20). Descriptions of SRI and antipsychotic medication and EX/RP were derived from practice guidelines (
16) and adapted to emulate how a clinician might present these treatment options for OCD in clinical practice. The description of each treatment provided background information along with procedures, typical duration, efficacy information, and possible side effects. Treatment descriptions were matched as nearly as possible with respect to sentence structure, wording and word count, grade level, and reading ease as determined by a readability formula commonly used to assess health education materials, the Simplified Measure of Gobbledygook (
21). Each description was vetted by an expert in the pharmacological and psychological treatment of OCD. Participants were asked about their preferences among first-line treatment options for OCD (that is, treatment with an SRI or with EX/RP), referred to below as the “first-line treatments.” Only participants who reported residual symptoms while taking an SRI medication were queried about their preference for the addition of antipsychotic medication or EX/RP, referred to below as the “augmentation treatment.”
Rating scales were used to measure acceptability of novel treatments, given their ease of administration and because they assign a value or score to an item as opposed to a ranking, which asks respondents to list items in order of importance (
22). We asked participants to rate overall acceptability of expert-vetted descriptions of each novel treatment by using an analog 5-point Likert scale (0, highly unacceptable, to 4, highly acceptable). Treatment descriptions were developed by using the same methods described above for forced-choice preferences. Each description was sent to an expert in each novel treatment for vetting the content and revision prior to inclusion in the treatment survey.
Participants were asked the following open-ended questions: “Why did you choose this as your preferred treatment?” (regarding their forced-choice preferences) and “Please tell us, in your own words, about any comments or suggestions on how to improve treatment and services for people with OCD.”
Quantitative Analysis
Statistical analyses were performed with IBM SPSS Statistics for Windows, Version 23.0, and the library poLCA (
23) in the Foundation for Statistical Computing’s statistical software R version, 3.1.2. Analyses were performed of data from participants who reported that they had OCD and who had an OCI-R score of 21 or higher (N=216). Descriptive statistics were used to describe demographic characteristics, treatment history, OCD symptom severity, and forced-choice preferences, as well as ratings of novel treatment acceptability. In addition, to examine associations between demographic, clinical, and treatment variables and preferences, we conducted chi-square tests for categorical variables by using a collapsed dichotomous variable for race (white versus other) or Fisher’s exact tests as appropriate. Ordinal variables were compared by using nonparametric Wilcoxon tests, and t tests were used for quantitative responses. An alpha of .05 was used as the criteria for significance; no corrections were made for multiple testing.
To discover whether subgroups of our participants had similar characteristics and responses and to create profiles of such groups, LCA was performed (
24) that used all demographic, treatment history, and OCD and severity variables described above. The Bayes information criterion (BIC) was used to choose the optimal number of classes. Each of the two chosen classes was then described in terms of the percentage of persons with high or low values on the survey questions. The derived classes were then used as predictor variables for the treatment preferences by using the statistical methods described above.
Qualitative Analysis
Open-ended question data were abstracted by using an inductive process suggested by Hill and colleagues (
25). Two coders (SRP and MBK) each developed a preliminary list of themes by independently reviewing the open-ended question data. The coders met and iteratively modified themes by comparing and discussing the data until consensus was met on themes that were reported by at least 10% of the sample.
Results
Sample
Of the 370 online surveys started, 304 (82%) were completed. Our final sample included respondents who self-reported clinically significant OCD symptoms (N=216, 71%) as determined by a cutoff score of 21 on the OCI-R.
Table 1 presents characteristics for the final sample (N=216). Overall, many participants were white (89%), college educated (55%), middle-aged (mean age of 34), and female (73%). Most earned $55,000 or less per a year (59%), and most had private insurance (75%). About half were single and had never been married (59%), and about half were employed (53%). The mean±SD score on the OCI-R was 48±14.2 (range 24–84), which indicates severe OCD symptoms. Most respondents self-reported receiving a diagnosis of OCD (85%), the largest portion by a psychiatrist (N=112, 52%), followed by a psychologist (N=55, 26%) and a primary care physician (N=36, 17%). Slightly more than half of the 216 survey respondents were receiving SRI treatment (57%), and about a third were receiving cognitive therapy (31%).
Preferences for First-Line and Augmentation Treatments and Related Factors
The clinical characteristics of the 198 participants who provided their preferences for first-line OCD treatments are presented in
Table 1. Of the 198 participants, 108 (55%) reported preferring EX/RP to SRIs, and 90 (45%) preferred SRIs to EX/RP. No factors (demographic, clinical, or treatment) were significantly associated with EX/RP preferences. Some factors were significantly associated with preferences for SRIs. Those who preferred SRIs were in treatment at the time of the survey (p=.011), were receiving SRIs as their treatment (p<.001), and reported a positive experience with treatment overall (58%, p=.043) and with medications (61%, p<.001).
The clinical characteristics of the 111 participants experiencing ongoing residual symptoms while on medications are also shown in
Table 1. More than half of this sample preferred EX/RP to SRIs (N=76, 68%; χ
2=14.4, df=1, p<.001). Compared with those who preferred antipsychotics, those who preferred EX/RP were younger (42.0±15.0 and 31.0±13.2, respectively; p<.001), more likely to be female (63% and 83%, respectively; p=.021), and more likely to be taking benzodiazepines (11% and 24%; respectively, p=.050).
LCA and Preferences
We used LCA with several values for the number of classes and found that the two-class model had the best fit as measured by the BIC (BIC [k=2]=7,589 versus BIC [k=3]=7,801 and BIC [1]=9,522; goodness-of-fit test χ
2= 2,913,800,702, df=2). By using the LCA-predicted class probabilities, the sample was divided into two distinct classes (
Table 2). Compared with those in latent class 1 (N=96), those in latent class 2 (N=120) were significantly more likely to have higher income, private insurance, and a diagnosis of OCD and to be currently receiving treatment for OCD. They were also significantly more likely to prefer SRI medications to EX/RP (SRI medications, N=64, 55%; EX/RP, N=51, 44%; p=.001). Latent class membership was not associated with preferences for EX/RP as a first-line treatment or with preferences for augmenting treatment with EX/RP or antipsychotic medication.
Acceptability of Novel Treatments
As shown in
Table 3, acceptance and commitment therapy was rated as an acceptable treatment by a significantly higher proportion of respondents (73%) than the next-most-acceptable treatment, Kundalini yoga (58%) (χ
2=8.02, df=1, p=.005). The least acceptable treatments were gamma knife surgery (24%) and deep brain stimulation (21%).
Reasons for Preferences and Suggestions to Improve Treatment and Services
Common themes related to reasons for preferences emerged and are shown in
Table 4, along with sample quotes illustrating each theme. They include positive and negative beliefs about treatment, ideas about how treatments work, past experiences with treatments, and their efficacy. Two themes emerged for how to improve OCD treatment and services: educating the public about OCD and its treatments and increasing access. Illustrative quotes for each theme are reported in
Table 4.
Discussion
This study examined treatment preferences and acceptability in a large sample of individuals with self-reported OCD and severe OCD symptoms. There were four main findings. First, although the finding was not statistically significant, EX/RP was somewhat more preferred as a first-line treatment for OCD compared with SRIs. However, EX/RP was significantly preferred to antipsychotic medications when used to augment SRI response. Second, age, gender, income, and treatment experience were associated with treatment preferences. Third, among novel OCD treatments, behavioral interventions (for example, acceptance and commitment therapy and Kundalini yoga) were rated as more acceptable than medical procedures (for example, deep brain stimulation and gamma knife surgery). Finally, beliefs or concerns about treatments, how they work, and their efficacy seemed to influence preferences, and respondents called for increasing awareness and reducing stigma surrounding OCD, as well as increasing access to preferred treatments.
Although not statistically significant, the finding that adults with OCD were more likely to prefer EX/RP over SRIs as a first-line treatment is consistent with our results from a smaller sample in which participants preferred EX/RP with or without medications over medications alone (
11). Our new finding that individuals with OCD who were taking SRIs but who were still experiencing symptoms also preferred EX/RP over SRIs adds to the literature. This recurring preference for psychotherapy over medications is consistent with prior research indicating that individuals with depression and PTSD prefer psychotherapy to medications at a rate of three to one (
18). However, our finding is in contrast with nationwide treatment utilization data demonstrating that office-based physicians more commonly treat OCD with medications than with psychotherapy (
26). Given EX/RP’s efficacy, both as monotherapy (
27) and as a strategy to augment SRI response (
28), and our finding that individuals preferred EX/RP whether or not they were taking SRIs, efforts to increase access to this treatment are warranted. Our qualitative data highlight the need for rapid availability of EX/RP. Ways to achieve this goal include training more providers in EX/RP and developing treatment models that harness technology to deliver Internet- or mobile-based treatments. Such programs have recently been shown to be effective (
29) and may help meet the needs of many more individuals with OCD.
Our findings that age, gender, and treatment experience influenced preferences for psychotherapy over medication replicates our previous findings in a smaller sample of individuals with OCD, as well as findings from studies of persons with depression and PTSD (
3,
6,
9–
12). LCA results extend this research and indicated that individuals with higher income, private insurance, and a history of an OCD diagnosis and medication treatment preferred SRI medications. Given their resources for care, individuals in this group may have received high-quality psychiatric care that afforded them the time and attention to discuss and resolve concerns about medication. Our study also found that persons who were taking SRIs and who were taking benzodiazepine preferred to add EX/RP rather than antipsychotics to augment SRI response. This may reflect the desire to avoid additional psychiatric medication and to try EX/RP.
Our study is the first to use rating methods to assess acceptability of novel treatments for OCD. Behavioral interventions, such as acceptance and commitment therapy and Kundalini yoga, were rated as more acceptable, and medical procedures, such as gamma knife surgery or deep brain stimulation, were rated as least acceptable. This is consistent with our ranking data in a previous study (
11). Behavioral interventions, such as therapy and yoga, are more familiar than specialty medical procedures and thus may be perceived as more acceptable. Indeed, there were high ratings of uncertainty for more invasive treatments, which may reflect a lack of evidence and of public awareness of these treatments. Furthermore, a gradient in acceptability ratings was noted, with the least invasive treatments rated as more acceptable and the more invasive treatments as least acceptable.
Data for the open-ended questions indicated that treatment experience and beliefs influenced preferences. The same has been found in studies of depression, where a discussion of treatment preferences has resulted in better engagement and outcomes (
30,
31). Furthermore, participants in our survey called for increasing awareness of OCD and its treatments and destigmatizing the illness. Public health campaigns related to stigmatized illnesses, such as HIV, may serve as a model for these efforts (
32).
Several study limitations deserve consideration. First, inherent sampling bias may exist because the online survey was accessible via the Web site of an academic research center for OCD treatment research. Therefore, the sampling method would be less likely to recruit individuals who were not seeking information or treatment resources for OCD, have responded well to treatment, have poor insight about their OCD symptoms, have low motivation to complete questionnaires, and do not have access to a computer. Second, the respondent sample was predominantly white and female. Third, our survey relied on self-reported OCD diagnosis, with the OCI-R as the only independent self-report assessment of OCD symptoms. We did not have independent confirmation of the OCD diagnosis or information about the presence or severity of comorbid disorders, which may also affect preferences for treatment.
Conclusions
Our findings highlight the importance of patient-level characteristics, beliefs about treatment, and past experience as factors that influence preferences for OCD treatment. Future studies should examine the impact on clinical care of discussing treatment preferences, consider treatment acceptability as part of the treatment development process, and explore strategies to decrease stigma regarding OCD.
Acknowledgments
The authors thank the individuals who generously donated their time to participate in this study. They also thank the following colleagues for their vetting of the novel OCD treatment descriptions: Michael Twohig, Ph.D., David Shanahoff-Khalsa, Ph.D., Benjamin Greenberg, M.D., and S. Holly Lisanby, M.D., Ph.D.