As noted above, nine studies that reported treatment outcomes for OSA were identified. The summaries of findings among the studies were reported using the ESRC synthesis guidebook for reviews with its prime focus on the effectiveness of the intervention [47]. Key characteristics of each included study are summarized in Table 1.
Table 1 Study characteristics
Subgroup Analysis
Subgroup analysis involved the drawing up of clusters by identifying groups and relationships between emerging theme similarities. Findings were organized so heterogeneity and homogeneity between study variables could be examined more closely. This enabled the evaluative process of assessing the differential impacts of treatment for online sex addiction. More specifically, the subgroup analyses were undertaken so that interactions between treatment outcomes could be better explored and thus determining the efficacy of the intervention provided.
Heterogeneity Between Studies
The four main differences between study variables included (i) type of design, (ii) assessment, (iii) definition and diagnosis, and (iv) types of treatment approaches. This was the primary reason for as to why meta-analysis was not performed. Often, specific inclusion criteria are sought at the initial stages of the review in order to reduce significant differences among studies. Given the limited number of studies implementing interventions for OSA, the approach to the current review was exploratory and was to generate as much evidence as possible prior to the refinement and exclusion process. The main heterogeneous variables are outlined below.
Study Design
The research designs varied across studies and included retrospective designs (n = 2); single case studies (n = 2); single-group pre-, post-treatment, and follow-up designs (n = 4); and comparative designs (n = 1). The total number of participants in the nine studies was 276 (four females).
Assessment Tools
All studies used a range of self-report measures to assess for OSA and associated psychological distress. Assessment tools for OSA included Orzack Internet Addiction Measure [62], Sexual Compulsivity Scale [43], Sexual Symptom Assessment Scale, and Behavioral and Symptom Identification Scale-32 [63]. A self-report measure of consequences associated with compulsive pornography use was used in one of the studies [64].
Measurements of psychological functioning included the following: Self -monitoring, Beck Hopelessness Scale, Beck Depression Inventory, Beck Depression Inventory-II, State-Trait Anxiety Inventory, Perceived extent of recovery (behavioral and psychological), Clinical Global Impression, Obsessive-Compulsive Inventory, and Thought Action Fusion Scale.
Diagnosis and Definition
All nine included studies referred to the negative consequences associated with OSA use in their introductory sections, but the operational definitions of OSA used to diagnose all varied to some degree. For example, Orzack and Ross [39] adopted Goodman’s [65] definition of sexual addiction to explain the sexual components of OSA: a maladaptive pattern of sexual behavior, leading to clinically significant impairment or distress, as manifested by three or more of the following, occurring at any time in the same 12-month period: (1) Tolerance: (a) a need for markedly increased amount of or intensity of the sexual behavior to achieve the desired effect; (b) markedly diminished effective with continued involvement in the sexual behavior at the same level of intensity. (2) Withdrawal: (a) Characteristic psychophysiological withdrawal syndrome of physiologically or psychologically described in the changes upon discontinuation of the behavior; (b) the same or a closely related sexual behavior is engaged in to relieve or avoid withdrawal symptoms. (3) The sexual behavior is often engaged in over a longer period, in a greater quantity, or at a higher level of intensity than was intended. (4) There is a persistent desire or unsuccessful efforts to cut down or control the sexual behavior. (5) A greater deal of time is spent in activities necessary to prepare for the sexual behavior, to engage in the behavior, and to recover from its effects. (6) Important social, occupational, or recreational activities are given up or reduced because of the sexual behavior. (7) The psychological problem that is likely to have been caused or exacerbated by sexual behavior continued despite knowledge of its consequences. Orzack’s [62, 66] definition of computer/Internet addiction was based on the criteria for pathological gambling adapted from the DSM-IV-TR: Evidence of at least five of the following symptoms is indicative of a possible addiction to or dependency on the computer/Internet: (1) Experiencing pleasure, excitement, or relief while on the computer/Internet; (2) spending an ever-increasing amount of time on, and money towards, computer actives with diminished returns; (3) buying the newest and fastest computer hardware; (4) experiencing dysphoric moods while not on the computer/Internet; (5) becoming anxious, angry, or depressed when not on the computer/Internet; (6) feeling a loss of control or being overwhelmed when not on the computer/Internet; (7) being preoccupied with thoughts about the computer/Internet when not on the computer/Internet; (8) attempting, unsuccessfully, to limit computer/Internet use repeatedly; (9) using the computer/Internet to escape current problems; (10) neglecting daily obligations due to computer/Internet use; (11) losing significant relationships due to computer/Internet activities; (12) lying about the amount of time spent on the computer/Internet and the content of websites visited; (13) experiencing financial difficulties due to time spent on the computer/Internet; (14) experiencing academic difficulties due to time spent on the computer/Internet; and (15) experiencing physical health problems due to computer/Internet use (p. 349). Raymond and Grant [60] used the term “non-paraphilic compulsive sexual behavior” and characterized it as “recurrent and intense sexually arousing fantasies, sexual urges, and behaviors, which cause individuals distress or impair daily functioning” (p. 57). Crosby used self-selected criteria to define compulsive pornography use that encompassed substance use disorders, impulse control, and obsessive-compulsive spectrum disorder. The variation of definitions adopted in each study could potentially have had an impact in the ways in which OSA was diagnosed.
Types of Interventions
Studies considered for the final analysis were based on the implementation and administration of a treatment intervention for OSA among the adult population. However, the types of treatment provided varied from study to study. For example, Bhatia et al. [56], Elmore [57], and Raymond and Grant [60] administered various types of psychotropic medication to reduce the severity, intensity, and frequency of online sex addiction. For example, in Elmore’s study, the female participant was treated with venlafaxine, sodium valproate, risperidone, and paroxetine to normalize her capacity for sexual relations (online and offline) and sexual drive. Whereas Raymond and Grant [60] administered naltrexone (n = 19) and Bhatia et al. [56] used a SSRI (fluoxetine) alongside counseling (n = 1). The study by Crosby was the only study to report outcomes adopting a RCT administering acceptance and commitment therapy (ACT) as treatment for OSA using a treatment versus control group (n = 28). Twohig and Crosby [61] also used ACT as a treatment method for problematic Internet pornography. Orzack and Ross [39] reported a number of therapeutic modalities (i.e., CBT, psychodynamic, experiential, EMDR, and peer support) to guide residential treatment for OSA. However, outpatient treatment implemented CBT and MET with a combination of psychotropic medication. The most occurring therapeutic treatment administered among the studies was CBT in various forms (e.g., individual CBT [39], online CBT [58], and group CBT [59]). Further details on treatment interventions (i.e., treatment length and outcomes) are summarized in Table 1.
With regard to risk (e.g., physical and emotional harm to self and/or others), only two studies [60, 61] provided a review of the limits of confidentiality in their respective groups. Treatment seekers were informed that a report is required in those cases in which clients might be at risk to both self and others (i.e., viewing of images depicting child abuse).
Homogeneity Between Treatment Outcomes
A number of trends were identified within recurring variables during the analysis process between the included studies. Grouping analyses allowed for identification of the most common and recurring variables across all nine studies. These were then grouped based on their similarities. Recurring outcome variables were categorized into psychological and behavioral outcomes to identify the studies based on whether they measured psychological factors, behavioral factors, or both, relating to the efficacy of treatment for OSA.
Psychological Outcomes
Significant improvements in overall psychological function following the implementation of a treatment intervention were reported in all studies. Orzack and Ross [39] and Sadiza et al. [59] reported a reduction in symptoms of psychological distress (e.g., anxiety and depression). Orzack et al. [16••] reported significant reductions in symptoms of depression alone, and Bhatia et al. [56] reported reductions in levels of anxiety among the male participant post-treatment and during follow-up. Similarly, Crosby reported improvements in overall psyche and spirituality.
Two studies [58, 61] also reported some reduction in obsessive thoughts alongside psychological distress associated with OSA.
Behavioral Outcomes
Eight studies reported significant reductions and preoccupations (e.g., [58, 61]) with sexual stimuli, sexual acting out, masturbation (e.g., [57, 59, 61, 66]), and hours spent viewing of online pornography (e.g., [56, 58]). Additionally, Elmore [57] reported there was greater risk reduction (i.e., Internet surfing to meet random men). Orzack et al. [16••] reported an overall improvement in psychological functioning; however, there was no change in Internet use over five assessment points. Finally, Crosby, Orzack et al. [16••], and Twohig and Crosby [61] reported improvements in quality of life.
Direct Impact of Treatment on Cybersexual Behaviors
All studies (bar two [16••, 57]) reported positive impacts of treatment (i.e., an overall reduction in cybersexual behaviors) following the implementation of an intervention, irrespective of whether it was individual therapy, group therapy, pharmacotherapy, or peer support. Although the two studies did not assist in the reduction of online sexual behaviors, they did report symptom changes that accompanied the behaviors (e.g., improvement in mood and overall risk). Nevertheless, a majority of the studies reported significant symptom changes reported at post-treatment and/or follow-up stages showed change in the desired direction. While all studies outlined impacts of treatment, respectively, none of them identified specific treatment goals in psychological therapy.
Quality Appraisal
Using CONSORT, two of the included studies (i.e., [56, 57]) were rated as being of poor quality (10/50 and 17/50). However, it must be noted that both were case studies and assessing them with the CONSORT may have not been appropriate. Five studies [16••, 39, 58, 59, 66] were of moderate quality (scores ranged 21–26), and two studies (i.e., Crosby; [61] [Score: 31/50]) were of higher quality based on the CONSORT. Since there was only one randomized control trial among all the included studies, it was viewed higher in quality (39/50; Crosby) because it followed a stringent procedure and was more methodologically robust. These analyses are summarized in Table 2.