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Table 3 Characteristics of studies using conjoint analysis to elicit stakeholder preferences for mental health services

From: Mental health service preferences of patients and providers: a scoping review of conjoint analysis and discrete choice experiments from global public health literature over the last 20 years (1999–2019)

Characteristic

Number (%)

Studies

Study participantsa

 Patients

21 (70%)

Dwight-Johnson et al. (2004), Flach et al. (2004), Townend (2000), Townend et al. (2002), Dwight-Johnson et al. (2013), Wittink et al. (2010), Lee et al. (2014), Fahey et al. (2017), Albus et al. (2005), Ng-Mak et al. (2018), Zimmermann et al. (2013), Bell et al. (2010), Hajime et al. (2018), Huang et al. (2014), Becker et al. (2016), Herman et al. (2016), Cunningham et al. (2017), Okumura et al. (2012), Cunningham et al. (2014), Dwight-Johnson et al. (2010), Zipursky et al. (2017)

 Providers

4 (13%)

Riepe et al. (2017), Becker et al. (2016), Cunningham et al. (2018), Cunningham et al. (2012)

Parents/caregivers

7 (23%)

Wymbs et al. (2018), Fegert et al. (2011), Waschbusch et al. (2011), Becker et al. (2016), Cunningham et al. (2015), Cunningham et al. 92,013), Cunningham et al. (2008)

Country

 USA

11 (37%)

Wymbs et al. (2018), Dwight-Johnson et al. (2004), Flach et al. (2004), Dwight-Johnson et al. (2013), Wittink et al. (2010), Lee et al. (2014), Waschbusch et al. (2011), Ng-Mak et al. (2018), Huang et al. (2014), Dwight-Johnson et al. (2010), Herman et al. (2016)

 Canada

10 (33%)

Bell et al. (2010), Zipursky et al. (2017), Becker et al. (2016), Cunningham et al. (2018), Cunningham et al. (2017), Cunningham et al. (2015), Cunningham et al. (2014), Cunningham et al. (2013), Cunningham et al. (2012), Cunningham et al. (2008)

 Germany

4 (13%)

Riepe et al. (2017), Albus et al. (2005), Zimmermann et al. (2013)

 UK

3 (10%)

Townend (2000), Townend et al. (2002), Fahey et al. (2017)

 Japan

2 (7%)

Hajime et al. (2018), Okumura et al. (2012)

Year

 2000–2010

9 (30%)

Townend (2000), Townend et al. (2002), Dwight-Johnson et al. (2004), Flach et al. (2004), Albus et al. (2005), Cunningham et al. (2008), Wittink et al. (2010), Bell et al. (2010), Dwight-Johnson et al. (2010)

 2011–2019

21 (70%)

Fegert et al. (2011), Waschbusch et al. (2011), Okumura et al. (2012), Dwight-Johnson et al. (2013), Zimmermann et al. (2013), Cunningham et al. (2013), Lee et al. (2014), Huang et al. (2014, Cunningham et al. (2014), Cunningham et al. (2015), Becker et al. (2016), Herman et al. (2016), Riepe et al. (2017), Fahey et al. (2017), Zipursky et al. (2017), Cunningham et al. (2017), Wymbs (2018), Ng-Mak et al. (2018), Hajime (2018), Cunningham et al. (2018)

Method

 Conjoint analysis

16 (53%)

Townend (2000), Townend et al. (2002), Dwight-Johnson et al. (2004), Flach et al. (2004), Albus et al. (2005), Bell et al. (2010), Dwight-Johnson et al. (2010), Okumura et al. (2012), Dwight-Johnson et al. 2013), Zimmermann et al. (2013), Lee et al. (2014), Huang et al. (2014), Riepe et al. (2017), Fahey et al. (2017), Wymbs et al. (2018), Hajime et al. (2018)

 DCE

14 (47%)

Cunningham et al. (2008), Wittink et al. (2010), Fegert et al. (2011), Waschbusch et al. (2011), Cunningham (2012), Cunningham et al. (2013), Cunningham et al. (2014), Becker et al. (2016), Herman et al. (2016), Zipursky et al. (2017), Cunningham et al. (2017), Ng-Mak et al. (2018), Cunningham et al. (2018), Flach et al. (2004)

Mental health issue

 Mental health general

14 (47%)

Townend (2000), Townend et al. (2002), Albus et al. (2005), Cunningham et al. (2008), Cunningham et al. (2013), Lee et al. (2014), Cunningham et al. (2014), Cunningham et al. (2015), Becker et al. (2016), Herman et al. (2016), Zipursky et al. (2017), Cunningham et al. (2017), Hajime et al. (2018), Cunningham et al. (2018)

 Unipolar depression

8 (27%)

Dwight-Johnson et al. (2004), Wittink et al. (2010), Bell et al. (2010), Dwight-Johnson et al. (2010), Okumura et al. (2012), Dwight-Johnson et al. (2013), Zimmermann et al. (2013), Riepe et al. (2017)

 ADHD

3 (10%)

Fegert et al. (2011), Waschbusch et al. (2011), Wymbs et al. (2018)

 Addiction/substance use

2 (7%)

Flach et al. (2004), Cunningham et al. (2012)

 Dementia

2 (7%)

Huang et al. (2014), Fahey et al. (2017)

 Bipolar disorder

1 (3%)

Ng-Mak et al. (2018)

Attributes investigated

 Adult care and treatment

17 (57%)

Townend (2000), Townend et al. (2002), Dwight-Johnson et al. (2004), Flach et al. (2004), Wittink et al. (2010), Dwight-Johnson et al. (2010), Fegert et al. (2011), Waschbusch et al. (2011), Okumura et al. (2012), Cunningham et al. (2012), Dwight-Johnson et al. (2013), Zimmermann et al. (2013), Lee et al. (2014), Herman et al. (2016), Riepe et al. (2017), Zipursky et al. (2017)

 Child mental health interventions

4 (13%)

Cunningham et al. (2008), Cunningham et al. (2013), Cunningham et al. (2015), Cunningham et al. (2018)

 Early mental health intervention services/prevention services

2 (7%)

Becker et al. (2016), Hajime et al. (2018)

 Messaging/information

2 (7%)

Bell et al. (2010), Cunningham et al. (2014)

 Campus/school/community-based services

2 (7%)

Cunningham et al. (2017), Wymbs et al. (2018)

 Psychosocial support services

1 (3%)

Albus et al. (2005)

 Genetic testing

1 (3%)

Huang et al. (2014)

 Pharmacologic attributes

1 (3%)

Ng-Mak et al. (2018)

  1. aPercentages may not add to 100% in cases where categories were not mutually exclusive