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Published Online:https://doi.org/10.1176/appi.ps.201600571

Abstract

Objective:

Identifying and engaging youth with early-stage psychotic disorders in order to facilitate timely treatment initiation remains a major public health challenge. Although advertisers routinely use the Internet to directly target consumers, limited efforts have focused on applying available technology to proactively encourage help-seeking in the mental health community. This study explores how one might take advantage of Google AdWords in order to reach prospective patients with early psychosis.

Methods:

A landing page was developed with the primary goal of encouraging help-seeking individuals in New York City to contact their local early psychosis intervention clinic. In order to provide the best opportunity to reach the intended audience, Google AdWords was utilized to link more than 2,000 selected search terms to strategically placed landing page advertisements. The campaign ran for 14 weeks between April 11 and July 18, 2016 and had a total budget of $1,427.

Results:

The ads appeared 191,313 times and were clicked on 4,350 times, at a per-click cost of $.33. Many users took additional help-seeking steps, including obtaining psychosis-specific information/education (44%), completing a psychosis self-screener (15%), and contacting the local early treatment program (1%).

Conclusions:

Digital ads appear to be a reasonable and cost-effective method to reach individuals who are searching for behavioral health information online. More research is needed to better understand the many complex steps between online search inquiries and making first clinical contact.

Although early psychosis intervention provides the best hope for a full functional and symptomatic recovery, the time between symptom onset and receiving appropriate care remains alarmingly high (1). Results from the Recovery After Initial Schizophrenia Episode-Early Treatment Program (RAISE-ETP) trial (2), which included 34 clinics in 21 states across the United States, suggest that the median duration of untreated psychosis is 74 weeks (3). Considerable research has demonstrated that shortening the duration of untreated psychosis leads to better outcomes (2,4). Identifying and engaging youths with early-stage psychotic disorders in order to facilitate timely treatment initiation remains a major public health challenge.

Prior public outreach and educational initiatives have demonstrated that it is possible to reduce the duration of untreated psychosis through widespread informational campaigns and easily accessible services. The Treatment and Intervention in Psychosis (TIPS) project in Norway (5,6) and the Early Psychosis Intervention Programme (EPIP) project in Singapore (7) both successfully utilized mass media to educate the public and relevant professionals regarding the benefits of early intervention and available services. In the United States, a similar early detection program that integrates professional outreach with an online educational and social marketing initiative is currently under way (8). These strategies require extensive and costly resources and organization and focus primarily on improving public education and awareness. Limited efforts have focused on directly identifying, targeting, and engaging prospective patients.

One effective strategy for targeting and engaging specific populations online is through Google AdWords (9), which enable advertisers to highlight advertisements by having them appear near Google search results. As opposed to other methods of digital outreach, Google AdWords provides a unique opportunity to present an intervention in the form of an online advertisement at the very moment that someone is engaging in information-seeking behavior through online search inquiry. This type of digital marketing strategy has been used to efficiently broaden the reach of traditional, community-based public health campaigns (10). From a mental health perspective, recruitment campaigns using Google AdWords have demonstrated success in encouraging research participation (1113) and have been shown to be less expensive and more effective than traditional outreach (14,15).

The Internet may prove to be a valuable resource for understanding and facilitating help seeking by patients with early psychosis and their families. Google search is currently the most widely used online search engine and manages more than three billion searches daily (16). The Pew Research Center found that 72% of Internet users have searched online for health-related information within the past year (17). Furthermore, the Internet has become a primary source for youths wishing to seek out mental health information (18). This is particularly true for stigmatized illnesses such as schizophrenia (19). In addition, the Internet appears to be a primary source for information gathering for both patients and their families while psychotic symptoms are emerging, and use of the Internet may represent one of the first proactive steps toward help seeking (20). Furthermore, information gathered online has been shown to affect health-related decisions and help-seeking behavior (21,22).

Although advertisers have long used the Internet to target consumers directly beyond the capabilities of traditional media (23), limited efforts have focused specifically on applying available technology to target and identify help-seeking individuals in real time and refer them to appropriate resources. We set out to explore how one could take advantage of existing digital advertisement technology in order to reach prospective patients. The specific objectives were to determine whether digital ads are a reasonable method to reach individuals who are seeking help for psychosis, to understand the types of digital advertising messages most likely to engage a user, and to understand how users engage with different forms of available online content.

Methods

Northwell Health’s Early Treatment Program (ETP) and Strong365, a not-for-profit organization, collaborated on a digital outreach campaign aimed at understanding the role that digital media can play in help seeking for early psychosis. Strong365 and its National Youth Leadership Board, a group of 16- to 29-year-old persons with personal experiences of psychosis recovery, served as the creative team responsible for crafting the messaging and Web and ad content and for managing the ad campaign performance and analytics.

Landing Page Design

A landing page was developed with the primary goal of encouraging help-seeking individuals in the New York City metro area to contact the ETP. [Further details about the layout of the landing page are available as an online supplement to this article.] In order to optimize visibility, the landing page focused on two core messages believed to be most relevant to help-seeking youths and their families: understanding early signs and symptoms of psychosis and finding local help.

The campaign landing page offered connection to the ETP through links to the ETP Web site, e-mail address, and phone number and the opportunity to “ask a question” by using an online form in which an ETP staff member could call, text, or e-mail an answer; examples of personal storytelling emphasizing the message that “you are not alone” via videos and blogs featuring participants sharing their stories of recovery through treatment; and the Prodromal Questionnaire–Brief (PQ-B), an evidence-based screening tool that visitors to the page could use to assess psychosis risk (24).

The campaign landing page was integrated into a parent Web site (www.strong365.org), offering visitors the opportunity to explore additional educational information about psychosis, treatment options, recovery stories, and resources. Content was informed by individuals with personal experiences of psychosis as well as mental health professionals with expertise treating early psychosis.

AdWords Campaign Design and Tracking

In order to provide the best opportunity to reach the intended audience, Google AdWords was utilized. Google AdWords allows advertisers to select keywords/phrases, create a linked advertisement, and allocate a budget and time frame. The ads appear in response to online searches that match selected keywords. Individuals who click on the ads are then directed to a dedicated landing page. Google AdWords are pay-per-click (the advertiser pays when a user interacts with ads), and ads can be demographically and geographically targeted. The campaign ran in New York City for 14 weeks between April 11 and July 18, 2016 with a total budget of $1,427.

More than 2,000 keywords/phrases were selected and organized across 15 thematic ad groups (Table 1). [Further details about the keywords are available in the online supplement.] In order to identify keywords, experts at the ETP were consulted, and feedback was obtained from the Strong365 National Youth Leadership Board. Within each thematic ad group, multiple ads were crafted that would appear as search results when a relevant keyword was typed into Google search. [Examples of ads are available in the online supplement.] General terms such as “psychosis,” as well as more specific terms such as “hearing voices” and “mind control,” were included in order to target both individuals searching for information for themselves and persons searching on behalf of a loved one. Keywords related to bipolar disorder were included in order to cast a wide net, given the occasional diagnostic uncertainty at the onset of illness (25).

TABLE 1. Thematic ad groups and associated keywords included in an Internet ad campaign that used Google AdWords to reach prospective patients with early psychosisa

Thematic ad groupExamples of associated keywords
Auditory hallucinationHearing voices, hearing whispers, hallucination
Bipolar disorder signs and symptomsSymptoms for bipolar, what is bipolar disorder, signs for bipolar disorder
Cognitive symptomsHard to focus, runaway thoughts, help for racing thoughts
Delusions/suspicionMind control, delusion, Illuminati
Development of schizophreniaDeveloping schizophrenia, how schizophrenia develops
Mental health treatmentHelp for mentally ill, mental disorder treatment, mental illness help Web sites
Mental illness/psychosis testMental illness test/mental health test, mental disorders symptoms test, psychosis test
New York City mental health resourcesMental health services NYC, NYC mental health help, NYC mental health support
Psychosis signs and symptomsDepression psychosis symptoms, symptom of psychosis, acute psychosis symptoms
Psychosis treatment/helpPsychosis, support for psychosis, psychosis new treatment
Schizophrenia signs and symptomsSymptoms for schizophrenia, information on schizophrenia, signs of schizophrenia
Schizophrenia typeSchizophrenia type, schizophrenia paranoid type, schizophrenia catatonic type
Special powersSpeaking to spirits, communicating with demons, am I God
Visual hallucinationsSee demons, seeing things that are not there
What is schizophrenia?Information on schizophrenia, do I have schizophrenia, living with schizophrenia

aFurther details about the keywords are available as an online supplement to this article.

TABLE 1. Thematic ad groups and associated keywords included in an Internet ad campaign that used Google AdWords to reach prospective patients with early psychosisa

Enlarge table

A total of 154 unique ads were crafted, each comprising a headline, description line, and call to action. The headline thematically related to the user’s search and drove ad impressions (an impression was counted each time the ad was shown on a search result page). The description line offered supporting information, and the call to action encouraged searchers to perform a desired action (take a quiz, click on the ad, find support, etc.). Google AdWords’ algorithm selects ads based on a user’s search, the ad’s relevance to that search, and competition from other advertisers. The more a keyword was searched by users, the more frequently relevant campaign ads were shown.

Measures and Data Analysis

Google analytics were used to record Web site engagement (time spent on the Web site, number of pages visited, and activity on the Web site, including watching the video and completing the psychosis screener). Google analytics was also used to collect demographic information and information about interests of users who interacted with the ads (26,27). Help-seeking actions were recorded by ETP staff based on e-mails and phone calls received. The Google AdWords platform recorded the number of impressions per ad group, keywords used within each theme, number of clicks linked to the Web site, and cost per click.

Results

Ad Performance

Table 2 presents the number of impressions, clicks, click-through rate, and cost per click by ad theme. The ads appeared 191,313 times and were clicked on 4,350 times, reaching a click-through rate (impressions/clicks) of 2.3%, at an average cost of $.33 per click, and $25 per person contacting the ETP (total cost of the campaign/number of individuals contacting the ETP). Compared with the Health and Medical Industry average (www.wordstream.com), the campaign had an above-average click-through rate (2.3% versus 1.8%) at a favorable cost per click ($.33 versus $3.17) and cost per desired outcome or action ($25 versus $126.29). The top five ad groups/themes in terms of number of clicks were bipolar disorder signs and symptoms, mental illness test/psychosis test, delusions/suspicion, schizophrenia signs and symptoms, and psychosis signs and symptoms.

TABLE 2. Measures of Web site engagement for all keywords included in an Internet ad campaign that used Google AdWords to reach prospective patients with early psychosis, by thematic ad group

Thematic ad groupImpressionsaClicksClick-through rate (%)Average cost per click ($)Total cost ($)b
Bipolar disorder signs and symptoms114,3213,2342.83.341,087.89
Mental illness/psychosis test24,8324161.68.30124.27
Delusions/suspicion30,376202.66.1836.12
Schizophrenia signs and symptoms4,0251523.78.4061.09
Psychosis signs and symptoms5,7841232.13.3644.68
New York City mental health resources2,459682.77.4329.51
Auditory hallucination1,993532.66.2010.85
What is schizophrenia?1,535412.67.4217.39
Mental health treatment3,36025.74.307.52
Visual hallucinations459132.83.141.78
Psychosis treatment/help1,2577.56.251.76
Special powers39371.78.251.74
Development of schizophrenia18752.67.381.91
Cognitive symptoms25541.57.13.53
Schizophrenia type770.00.00.00
Total/campaign average191,3134,3502.27.331,427.04

aAn impression is counted each time the ad is shown on a search result page.

bTotal cost represents the actual campaign budget spent on each thematic area.

TABLE 2. Measures of Web site engagement for all keywords included in an Internet ad campaign that used Google AdWords to reach prospective patients with early psychosis, by thematic ad group

Enlarge table

Whereas the headlines drove impressions, supporting text affected the number of clicks. [Further details about the number of impressions, clicks, and click-through rate by description line are available in the online supplement.] The most clicked ads had a description line that read, “You’re Not Alone. We Can Help” (93% of clicks). The next two most popular description lines were “Hard to Tell What Is Real?” (3% of clicks) and “Getting Help Early Matters” (1% of clicks). The campaign’s top clicked call-to-action lines included: “Take an Online Quiz/ Find Support” (55% of clicks) and “Learn the Signs/Find Support” (38% of clicks). Thematically, ads related to bipolar disorder had the most ad clicks over the campaign period, with 3,234 clicks (74% of total campaign clicks).

User Background

According to Google analytics, among recorded sessions of those who clicked on ads (N=3,257), 74% (N=2,410) were female and 26% (N=847) were male. Age distribution was as follows: 18–24 (N=393), 25–34 (N=499), 35–44 (N=596), 45–54 (N=746), 55–64 (N=654), and ≥65 (N=369). Eighty percent (N=2,606) clicked ads through mobile devices, 10% (N=326) through tablets, and 9% (N=293) through desktop computers. The top three interests of those who clicked ads were movies, news (entertainment and celebrity), and television. The peak time of day for ad clicks was between 5:00 and 6:00 p.m.

User Engagement

The median time visitors spent on the landing page (session duration) was 51 seconds (interquartile range=74 seconds; mean=115 seconds). The median number of pages viewed on the Web site (not including links to other relevant Web sites) per session was 1.29. Fifty-six percent (N=2,436) of users ended their sessions on the landing page, and 44% (N=1,918) clicked further into the Strong365 site. Landing page visitors engaged in a range of help-seeking actions (Table 3).

TABLE 3. Actions resulting from Google ad clicks by 4,350 users of an Internet ad campaign that used Google AdWords to reach prospective patients with early psychosis

Users
ActionN%
Clicked to additional Web pages about psychosis/treatment1,91844
Clicked to self-report psychosis screener (PQ-Ba)73317
Number of completed screeners67115.4
Screened as positive for early symptoms45310.4
Clicked to Northwell Health’s ETP home pageb772
Contacted ETP by phoneb481.1
Contacted ETP by e-mailb9.2

aProdromal Questionnaire–Brief

bETP, Early Treatment Program

TABLE 3. Actions resulting from Google ad clicks by 4,350 users of an Internet ad campaign that used Google AdWords to reach prospective patients with early psychosis

Enlarge table

Fifteen percent (N=671) of landing page visitors completed an online psychosis screener, and 453 individuals (10%) scored positive. All were encouraged to reach out to the ETP in order to learn more. Only 1% (N=57) directly contacted the ETP. In the 14 weeks prior to campaign initiation, the ETP received on average of 2.5 community referrals weekly. During the campaign, the ETP received on average of 5.5 community referrals weekly. Among those who did contact the ETP, none were enrolled. They were either lost to follow-up or were ineligible based on symptoms (not experiencing a primary psychotic disorder) or symptom duration (more than 2 years) and were referred elsewhere.

Discussion and Conclusions

Several important lessons were learned from our Google AdWords pilot project. Digital ads appear to be a reasonable and cost-effective method to reach individuals who are searching for behavioral health information online. During the 14-week campaign, approximately $1,500 was spent and 4,350 individuals clicked on the ads. Many users took additional help-seeking steps, including obtaining psychosis-specific information (N=1,918, 44%), completing a psychosis self-screener (N=671, 15%), and contacting the ETP (N=57, 1%). Engaging individuals by targeting those who are actively searching online is likely more efficient, direct, and cost-effective than previously employed forms of generalized education and recruitment through newspapers, radio, cinema, and social media (7,28).

Although it is unclear if the individuals engaging with the campaign were experiencing psychosis, the relatively high rate of self-screener completion and positive scoring for psychotic experiences suggest that the target population was reached. In addition, the campaigns relatively high click-through rate and favorable cost per action compared with the Health and Medical Industry average suggest that the ads were relevant to search queries. Prior work has shown that youths in the early stages of illness spend a significant amount of time online prior to making clinical contact (20). This method of outreach and engagement may, therefore, be a potential adjunct to traditional forms of outreach and may be capable of reaching individuals who might not otherwise come into contact with traditional referral sources. Furthermore, given the geographical targeting, digital outreach strategies can be implemented locally by mental health clinics with minimal associated costs.

These results suggest that messaging content can affect the efficacy of digital outreach. The types of digital advertising messages most likely to engage a user had a description line that read “You’re Not Alone. We Can Help.” In previous work, concerns arose regarding the poor quality and stigmatizing nature of available online content related to psychosis and potential negative effects on treatment initiation (21). Given the robust response to the “not alone/help and support” messaging, reminding people that they are not alone and offering hope might be an important foundational message for future campaigns.

Users appear to engage differently with online content depending on the content’s form. Many who interacted with the ads seemed to be interested in obtaining information, based on the percentage who clicked deeper into the site for educational material. In line with prior work (20), this finding suggests that individuals searching online for behavioral health information might be more interested in education as opposed to treatment options. This is consistent with increasing demand for digital forms of mental health support (29). A study using 7 Cups of Tea (7 Cups), an online support platform pairing users with trained listeners, demonstrated that users seek online support for a variety of psychological difficulties and are satisfied with the support they receive (30). Furthermore, an adaptation of 7 Cups as an adjunct treatment for youths with early psychosis revealed that patients were interested in having an online outlet for emotions and socialization (31). These data imply that individuals searching online might be more willing to engage with remote-based tools rather than with traditional health care. Digital supports may serve as stepping stones that help to facilitate the transition from online inquiry to formal clinical care.

Despite encouragement to reach out to the ETP that was given to all landing page visitors, including the 10% who scored positively on the psychosis screener, only 1% directly contacted the ETP. Although it is unclear whether the same individuals who contacted the ETP were among the cohort who scored positively on the screener, this gap highlights the complex step between obtaining online information and reaching out for help, which should be further explored.

Limitations

There are several noteworthy limitations to this study. Although Google analytics is capable of providing insight into the demographic characteristics of searchers, it is impossible to know precisely who they are and why they are searching. It is unclear if ads were interacting with a prospective patient, family member, concerned friend, or someone else entirely. However, based on the searches conducted and interaction with Web site content, one can assume that these are individuals using the Internet to search for information related to psychosis. Another limitation is the competition for specific keywords, notably on behalf of pharmaceutical companies. Certain keywords, such as schizophrenia and bipolar disorder, are already linked to drug company ads, which directly affected the number of times the campaign ads were served and where they were displayed on the search results page. Finally, Google does not allow advertisers to directly target teenagers. Given the goal of early identification and engagement, we have begun to explore targeting youths through social media platforms such as Facebook, Instagram, and Twitter, which allow for advertisement to this demographic group. In addition, we plan to link to secondary school, university, and community college Web sites.

Future Directions

Campaign results reinforce the need to better understand the population of users who are searching for psychosis-specific information online. In order to do so, researchers will need to employ a variety of methods, including running campaigns with limited keywords targeted to a very specific population (parents, for example), deeper analysis of the characteristics of users who enter the Web site, and deeper analysis of engagement by users once they are on the Web site. Future campaigns should also consider exploring various types of advertisements (video, for example), as well as different messaging content and images, to determine which ads most effectively engage specific populations. In addition, the dominance of ad impressions and clicks related to bipolar disorder suggests that future campaigns should consider how best to educate and engage individuals with psychotic symptoms more broadly.

Campaign results also reinforce the need to understand the many steps from online search inquiry to clinical treatment. Given the campaign’s high levels of engagement among users once they are on the site, there is an opportunity to explore different forms of online engagement tools, rather than focusing specifically on immediate referral to specialty care. It is possible that the leap between searching for information online and making contact with a clinical team is too big for many individuals as an initial step. Intermediate steps toward treatment in the form of digital engagement tools would also allow researchers to learn more about what users are seeking and why, as well as the barriers they face in considering treatment for psychosis.

Dr. Birnbaum, Dr. Baumel, Ms. Scovel, Ms. Rizvi, Ms. Muscat, and Dr. Kane are with The Zucker Hillside Hospital, Glen Oaks, New York. Dr. Birnbaum, Dr. Baumel, Ms. Rizvi, and Dr. Kane are also with the Feinstein Institute for Medical Research, Manhasset, New York. Ms. Garrett is with Strong365, San Francisco.
Send correspondence to Dr. Birnbaum (e-mail: ).

Dr. Kane has been a consultant for or received honoraria from Alkermes, Eli Lilly, EnVivo Pharmaceuticals (Forum), Forest (Allergan), Genentech, H. Lundbeck, Intracellular Therapeutics, Janssen Pharmaceutica, Johnson and Johnson, Neurocrine, Otsuka, Pierre Fabre, Reviva, Roche, Sunovion, and Teva; has received grant support from Otsuka and Janssen; and is a shareholder in MedAvante, Inc., Vanguard Research Group, and LB Pharmaceuticals, Inc. The other authors report no financial relationship with commercial interests.

References

1 Marshall M, Lewis S, Lockwood A, et al.: Association between duration of untreated psychosis and outcome in cohorts of first-episode patients: a systematic review. Archives of General Psychiatry 62:975–983, 2005Crossref, MedlineGoogle Scholar

2 Kane JM, Robinson DG, Schooler NR, et al.: Comprehensive versus usual community care for first-episode psychosis: 2-year outcomes from the NIMH RAISE Early Treatment Program. American Journal of Psychiatry 173:362–372, 2016LinkGoogle Scholar

3 Addington J, Heinssen RK, Robinson DG, et al.: Duration of untreated psychosis in community treatment settings in the United States. Psychiatric Services 66:753–756, 2015LinkGoogle Scholar

4 Perkins DO, Gu H, Boteva K, et al.: Relationship between duration of untreated psychosis and outcome in first-episode schizophrenia: a critical review and meta-analysis. American Journal of Psychiatry 162:1785–1804, 2005LinkGoogle Scholar

5 Joa I, Johannessen JO, Auestad B, et al.: The key to reducing duration of untreated first psychosis: information campaigns. Schizophrenia Bulletin 34:466–472, 2008Crossref, MedlineGoogle Scholar

6 Melle I, Johannesen JO, Friis S, et al.: Early detection of the first episode of schizophrenia and suicidal behavior. American Journal of Psychiatry 163:800–804, 2006LinkGoogle Scholar

7 Chong SA, Mythily S, Verma S: Reducing the duration of untreated psychosis and changing help-seeking behaviour in Singapore. Social Psychiatry and Psychiatric Epidemiology 40:619–621, 2005Crossref, MedlineGoogle Scholar

8 Srihari VH, Tek C, Pollard J, et al.: Reducing the duration of untreated psychosis and its impact in the US: the STEP-ED study. BMC Psychiatry 14:335, 2014Crossref, MedlineGoogle Scholar

9 Rosso M, McClelland M, Jansen B, et al.: Using Google AdWords in the MBA MIS Course. Journal of Information Systems Education 20:41–49, 2009Google Scholar

10 Cugelman B, Thelwall M, Dawes P: Online interventions for social marketing health behavior change campaigns: a meta-analysis of psychological architectures and adherence factors. Journal of Medical Internet Research 13:e17, 2011Crossref, MedlineGoogle Scholar

11 Jones RB, Goldsmith L, Hewson P, et al.: Recruitment to online therapies for depression: pilot cluster randomized controlled trial. Journal of Medical Internet Research 15:e45, 2013Crossref, MedlineGoogle Scholar

12 Leykin Y, Muñoz RF, Contreras O, et al.: Results from a trial of an unsupported internet intervention for depressive symptoms. Internet Interventions 1:175–181, 2014Crossref, MedlineGoogle Scholar

13 Liu NH, Contreras O, Muñoz RF, et al.: Assessing suicide attempts and depression among Chinese speakers over the Internet. Crisis 35:322–329, 2014Crossref, MedlineGoogle Scholar

14 Buller DB, Meenan R, Severson H, et al.: Comparison of 4 recruiting strategies in a smoking cessation trial. American Journal of Health Behavior 36:577–588, 2012Crossref, MedlineGoogle Scholar

15 Morgan AJ, Jorm AF, Mackinnon AJ: Internet-based recruitment to a depression prevention intervention: lessons from the Mood Memos study. Journal of Medical Internet Research 15:e31, 2013Crossref, MedlineGoogle Scholar

16 Biswas S: Digital Indians: Ben Gomes. Mountain View, CA, BBC news, 2013. http://www.bbc.com/news/technology-23866614Google Scholar

17 Fox S: The Social Life of Health Information. Washington, DC, Pew Research Center, 2014. http://www.pewresearch.org/fact-tank/2014/01/15/the-social-life-of-health-informationGoogle Scholar

18 Burns JM, Davenport TA, Durkin LA, et al.: The Internet as a setting for mental health service utilisation by young people. Medical Journal of Australia 192(suppl):S22–S26, 2010Crossref, MedlineGoogle Scholar

19 Berger M, Wagner TH, Baker LC: Internet use and stigmatized illness. Social Science and Medicine 61:1821–1827, 2005Crossref, MedlineGoogle Scholar

20 Birnbaum ML, Rizvi AF, Correll CU, et al.: Role of social media and the Internet in pathways to care for adolescents and young adults with psychotic disorders and non-psychotic mood disorders. Early Intervention in Psychiatry (Epub ahead of print, March 23, 2015CrossrefGoogle Scholar

21 Birnbaum ML, Candan K, Libby I, et al.: Impact of online resources and social media on help-seeking behaviour in youth with psychotic symptoms. Early Intervention in Psychiatry 10:397–403, 2016Crossref, MedlineGoogle Scholar

22 Fox S, Jones S: The Impact of Online Health Resources. Washington, DC, Pew Research Center. 2009. http://www.pewinternet.org/2010/03/24/impact-of-online-health-resourcesGoogle Scholar

23 Bergemann D, Bonatti A: Targeting in advertising markets: implications for offline versus online media. RAND Journal of Economics 42:417–443, 2011CrossrefGoogle Scholar

24 Loewy RL, Bearden CE, Johnson JK, et al.: The Prodromal Questionnaire (PQ): preliminary validation of a self-report screening measure for prodromal and psychotic syndromes. Schizophrenia Research 79:117–125, 2005Crossref, MedlineGoogle Scholar

25 Fusar-Poli P, Cappucciati M, Rutigliano G, et al.: Diagnostic stability of ICD/DSM first episode psychosis diagnoses: meta-analysis. Schizophrenia Bulletin 42:1395–1406, 2016Crossref, MedlineGoogle Scholar

26 Abraham M, Meierhoefer C, Pecjak F, et al: Attribution of Demographics to Census Data, 2013. Available at http://www.freepatentsonline.com/y2013/0290070.html.Google Scholar

27 Steel E, Angwin J: On the web’s cutting edge, anonymity in name only. The Wall Street Journal, August 4, 2010. http://www.wsj.com/articles/SB10001424052748703294904575385532109190198Google Scholar

28 Melle I, Larsen TK, Haahr U, et al.: Reducing the duration of untreated first-episode psychosis: effects on clinical presentation. Archives of General Psychiatry 61:143–150, 2004Crossref, MedlineGoogle Scholar

29 Torous J, Friedman R, Keshavan M: Smartphone ownership and interest in mobile applications to monitor symptoms of mental health conditions. Journal of Medical Internet Research 2:e2, 2014Google Scholar

30 Baumel A: Online emotional support delivered by trained volunteers: users’ satisfaction and their perception of the service compared to psychotherapy. Journal of Mental Health 24:313–320, 2015Crossref, MedlineGoogle Scholar

31 Baumel A, Correll CU, Birnbaum ML: Adaptation of a peer based online emotional support program as an adjunct to treatment for people with schizophrenia-spectrum disorders. Internet Interventions 4:35–42, 2016Crossref, MedlineGoogle Scholar