- Research article
- Open Access
Barriers and facilitators for mental healthcare in pediatric lupus and mixed connective tissue disease: a qualitative study of youth and parent perspectives
Pediatric Rheumatologyvolume 13, Article number: 52 (2015)
Untreated mental health problems may result in poor outcomes for youth with systemic lupus erythematosus (SLE) and mixed connective tissue disease (MCTD). We investigated perceptions, barriers and facilitators for mental healthcare of these youth.
We conducted 32 semi-structured interviews with 16 outpatient youth with SLE/MCTD, ages 11–22 years, and their parents. We used purposive sampling to deliberately obtain the experiences of youth screened during a previous study for depression and anxiety with the Patient Health Questionnaire 9 and the Screen for Childhood Anxiety and Related Disorders, respectively. We recruited 6 youth with previous positive screens and 10 with negative screens. We assessed interim mental health history, and qualitatively examined perceptions, barriers and facilitators for mental healthcare.
Youth with a mental health history increased from 6 (38 %) at initial screening to 9 (56 %) at interview (mean follow-up = 2.1 years). Youth receiving mental health treatment increased from 33 to 67 %. Youth and parents identified rheumatologists as primary physicians and found mental health screening in rheumatology acceptable. Barriers to mental healthcare included: stigma; fear; uncertainty about getting help; parental emotional burden; minimization by doctors; and limited mental healthcare access. Facilitators included: strong clinician relationships; clinician initiative, sincerity and normalization in discussing mental health; and increased patient/family awareness of mental health issues in SLE/MCTD.
Youth with SLE/MCTD and their parents perceive pediatric rheumatologists as a preferred source for mental health screening, guidance and referral. Interventions addressing barriers and enhancing facilitators may improve mental healthcare for youth with SLE/MCTD.
Systemic lupus erythematosus (SLE) and the SLE-like syndrome of mixed connective tissue disease (MCTD) are chronic autoimmune conditions associated with significant morbidity and mortality due to multi-organ damage and side effects of long-term, high-risk immunosuppressive treatment . Mental health problems such as depression and anxiety are common in youth with SLE [2–4] and are under-recognized and undertreated . In contrast to the prevalence of depression at 11 % and anxiety at 8 % of the United States general adolescent population [6, 7], these disorders occur in 20–55 % and 20–35 %, respectively, of youth with SLE/MCTD [2, 5, 8]. While the cause remains unclear, potential reasons include CNS inflammation , the psychological burden of chronic disease, effects of steroid treatment, social, cultural and genetic factors. Mental health intervention is important because depression and anxiety are associated with poor clinical and psychosocial outcomes in adults with SLE [10–12], as well as youth with other chronic diseases [13–15].
The US Preventive Services Task Force recommends depression screening for adolescents when systems of care are in place to ensure accurate diagnosis and treatment . In primary care, studies indicate that collaborative mental and medical care models effectively connect affected youth to mental health services . However, these systems may miss youth such as those with SLE who primarily rely on subspecialty care and may benefit from mental health intervention in subspecialty settings. In a previous cross-sectional survey study examining the prevalence of depression and anxiety and their association with healthcare utilization in youth with SLE/MCTD, we found that those with depression were less likely to visit their primary care doctor than those without depression, but they were equally as likely to visit their rheumatologist . Rheumatologists may therefore have a central role in intervention for affected youth with SLE/MCTD, but it is unknown whether these youth and their parents would find this acceptable.
In this qualitative analysis we sought to explore patient and parent perspectives on mental healthcare for youth with SLE/MCTD. Qualitative methods use a systematic approach to analyzing empirical information, and are a valuable tool for understanding complex, real-world phenomena such as patient experiences with aspects of healthcare . Purposive sampling, often used in qualitative methods, involves non-random, deliberate sampling from pre-defined groups to maximize collection of relevant data . To gain insight on the mental healthcare experience of youth with SLE/MCTD, we recruited a purposive sample of these youth and their parents who had participated in depression and anxiety screening during our previous study. We aimed to: 1) qualitatively characterize their beliefs about mental health and perceived barriers and facilitators to mental healthcare, and 2) assess rates of interim depression, anxiety and mental health treatment in youth with SLE/MCTD.
The study was conducted from July 2014 to April 2015 at The Children’s Hospital of Philadelphia (CHOP) Division of Rheumatology, which serves an annual volume of approximately 100 adolescents with SLE/MCTD, and was staffed by 13 physicians, 3 nurses and 1 social worker during the study period.
We recruited 16 pairs of youth and their parents (or legal guardians). Youth were eligible for inclusion if they: 1) had a diagnosis of SLE (fulfilling ≥4 of 11 SLE classification criteria)  or MCTD (fulfilling either Kahn’s or Alarcon-Segovia’s criteria)  with pediatric-onset before the 18th birthday; 2) were ages 8 years and above, and; 3) had participated in a previous cross-sectional study of depression and anxiety in pediatric SLE/MCTD . Parents of eligible youth were eligible for inclusion. All 50 youth-parent dyads in the previous study were invited to participate in-person, by phone, mail or email; 16 dyads accepted, 33 declined and one was deemed ineligible due to co-occurring developmental disorder (Fig. 1).
Data collection and analysis
We conducted a semi-structured individual interview with each of the 16 youth and 16 parents, during which open-ended questions were followed by specific prompts to elicit perceptions, barriers and facilitators for both identification and treatment of mental health problems. An interviewer trained in qualitative techniques and not involved in patient care administered separate interview guides for youth and parents containing the questions and prompts. Interviews took place in-person (n = 13) at the CHOP rheumatology clinic or via telephone (n = 19). Telephone interviews were offered to maximize availability for participation; they have been shown to yield comparable content to in-person interviews in children , and have benefits for increasing perceived subject anonymity during discussion of sensitive health topics . All interviews were digitally recorded, transcribed, de-identified and entered into NVivo software (QSR International Pty Ltd., Version 10, 2014). We conducted thematic analysis of the textual data to identify common themes or patterns across participants pertaining to mental health care. Using an integrated approach we sorted data into broad subject areas by assigning “codes” to specific transcript comments, utilizing both a priori codes that reflected our key research question alongside inductive codes that emerged from the data themselves . Each interview was coded separately in NVivo by two researchers; all coded text was compared to ensure consistency and revised after each session consistent with the constant comparative method . Analysis for underlying themes was performed concurrent with coding. A narrative summary was generated to include illustrative quotes.
Demographic and disease characteristics
To characterize our study cohort, we integrated our qualitative data with subject demographic and disease attributes obtained from a REDCap database from the previous study as well as interim data from the electronic medical record. Attributes included: age; gender; race/ethnicity; highest household education level; disease duration; and mental health status.
We determined mental health status based on the results of mental health screening during the previous study and interim events between the previous study and the interview (per subject report or medical record). A mental health history was defined as the presence of positive screen for depression or anxiety symptoms during the previous study and/or interim mental health referral and/or treatment. In the previous study, the Patient Health Questionnaire-9 (PHQ-9), a validated 9-item self-administered module , was used to screen for depression; the Screen for Childhood Anxiety Related Disorders (SCARED), a validated self-administered 41-item module , was used to screen for anxiety symptoms. A positive depression screen was defined as a score ≥5 on the PHQ-9 and included scores in the mild (5–9), moderate (10–14), moderately severe (15–19) and severe (20–27) ranges . We included scores in the mild range because persistent symptoms, regardless of severity, convey an increased risk for later development of major depression and suicidal behavior [28–30]. A score of ≥1 on item 9 of the PHQ-9 questionnaire was considered indicative of suicidal ideation and also considered a positive depression screen regardless of total PHQ-9 score. A positive anxiety screen was defined as a score totaling ≥25 on the SCARED. Depression and anxiety screening was performed during outpatient rheumatology visits using REDCap (Research Electronic Data Capture) electronic survey and data capture tools hosted at CHOP . Upon identification of depression or anxiety symptoms, an educational handout was provided to the family with mental healthcare referral information. Identified suicide risk was addressed with a suicide prevention protocol consisting of immediate direct questioning of suicidal intent, plan or attempt within the prior week; endorsement of any of these prompted development of a safety plan and urgent referral for immediate psychology/psychiatry evaluation.
We assessed the similarity of demographic and disease characteristics between the 16 participating and 34 non-participating dyads from the previous study. Chi-square tests were used for categorical data and Mann–Whitney tests were used for continuous data. Participating dyads were similar to the non-participating dyads, except for significantly shorter disease duration.
Ethics, consent and permissions
Informed parental consent and child assent for study participation and publication of individual data was obtained prior to all interviews. The study was approved by the CHOP Institutional Review Board.
For the 16 youth-parent pairs, the follow-up time between participation in the previous study and interviews ranged between 1.5 and 2.5 years (mean = 2.1 years, SD = 0.3). Subject characteristics are presented in Table 1. The results for perceptions of mental health and screening and barriers/facilitators to mental healthcare are summarized below, with illustrative quotes in Tables 2 and 3, respectively. Youth with a history of mental health symptoms increased from 6 (38 %) at initial screening to 9 (56 %) at follow-up interview; the symptom and treatment status of these youth are summarized in Table 4.
Perceptions of mental health & screening in the rheumatology setting
Almost all youth and parents placed equal importance on emotional and physical health. Many described an interaction and reliance between these two (Table 2). Some participants also noted a link between a stressed emotional state and subsequent lupus flare. Most youth reacted positively to being asked about emotions on the electronic PHQ-9 and SCARED screening questionnaires in the previous study (Table 2). Most felt at ease with the content of the questions, the electronic mode and administration in the rheumatology setting. Some felt that the screening questions helped them to become more aware of their emotions. A few reported feeling valued as a patient: “I feel that I’m not really always comfortable with telling random people how I feel, how my day went and everything. But it makes me feel like I’m important.” (17 year-old female). Another youth reported positive reinforcement of her healthy emotional state. Despite these positive reactions, some youth felt awkward, uncomfortable and vulnerable with being asked about their mental health. A few adolescents expressed a desire to conceal their true emotions. Two admitted to not answering the questions honestly.
Reactions of parents to assessment of their child’s emotional status in the rheumatology setting were also mostly positive. Eleven (69 %) said that the survey was “on target” or “was fine”, while the rest of the parents had no specific comments. All parents thought that this information was appropriate for their rheumatologist to know and thought it to be in line with their previous experience completing similar items on intake questionnaires at the PCP and rheumatology clinics. Some perceived that the mere asking of the questions indicated that their physicians cared more about their child, increased their awareness of their child’s emotions, and made them feel more comfortable to mention any emotional concerns. A few parents were grateful, stating that they had never been asked about their child’s emotions. One parent urged doctors to ask about mental health saying, “Just ask. Don’t be afraid to ask. Don’t be shy even if things look like it’s okay.” Some concerns, however, were raised about potentially overwhelming their child if the timing of the assessment was too close to diagnosis.
Barriers and facilitators for discussing mental health concerns
We found several barriers and facilitators for youth in presenting their mental health concerns (Table 3). Youth most commonly indicated a parent as the first person that they would communicate with about emotions such as sadness and worry, followed by friends and other relatives. Parents also identified themselves as the natural initial contact for their child’s expression of stress, sadness or worry. Some described a pro-active approach by regularly checking in about their child’s feelings. Others, however, expressed feeling ill-equipped and unable to help with their child’s observed emotions due to their own emotional burden and lack of knowing how to approach the issue.
Almost all parents said that they would feel comfortable bringing concerns about their child’s mental health to the rheumatologist, whom they viewed as the primary doctor for their children. Reasons for this included awareness of an association of mental health problems with lupus, trust and confidence in the therapeutic relationship. Most parents also felt comfortable discussing concerns with the PCP for the latter reason; those who felt uncomfortable indicated a lack of established and trusted relationship with the PCP usually due to lack of continuity. One parent reported discussing mental health with another subspecialist who was viewed as the primary doctor.
In contrast, few youth said they would take the initiative to mention their feelings to their doctors. Of those who did, all said they would talk to their rheumatologist, and fewer to their PCP. Reasons for youth not mentioning emotions to doctors included: discomfort with talking about their emotions, worry about what their parents and others would think, uncertainty about what would happen, lack of awareness that emotions could be related to SLE/MCTD, and perceived disinterest of the doctor. Thus having an established relationship and accepting environment seemed to be a prerequisite for feeling comfortable enough to discuss mental health concerns. Adolescents with experience talking to doctors about their emotions were appreciative of having an opportunity to discuss their emotions and stress. They reported feeling validated and secure after talking to their physicians. Learning that sadness and worry were commonly experienced by other kids with SLE/MCTD helped to “normalize” their emotional experience: “When I talk to my rheumatologist…even if it’s not medical at all, he says…this could be causing stress, which has been really helpful to know that it’s a normal thing.” (18 y/o female) Some wished to be able to discuss emotional concerns with their doctors in between visits. Others reported that their concerns were minimized by doctors, with lack of exploration and recognition of symptom severity, and recommendation for ineffective intervention.
Barriers and facilitators for mental health treatment
We identified barriers and facilitators (Table 3) to treatment for the nine youth with a mental health history (Table 4). Of the six youth screening positive and referred for mental health evaluation in the initial study, two were already receiving mental health treatment, two subsequently obtained treatment by the time of interview, and two did not seek treatment. Of the three youth with a newly identified mental health problem in the interim, one had an inpatient psychiatric hospitalization, one was referred but not receiving treatment, and one sought treatment on her own. Almost all parents of youth with symptoms acknowledged the importance of care by a mental health professional for their children, but they stated that initially knowing where to get help was difficult, and were appreciative of efforts made by their doctors. One symptomatic youth and her mother described delay in mental healthcare due to minimization of their symptoms by the PCP, resulting in self-referral to a psychologist on advice from a family friend.
About half of youth with a mental health history had uncertainty about whether their symptoms warranted pursuing mental healthcare, often expressing fear and shame about their emotions, stigmatized by their feelings and hoping that they would just resolve with time. Of the youth that did not seek treatment, the most common reason both youth and their parents gave was that the symptoms didn’t seem severe enough, despite a mental health referral by their rheumatologist. Yet five of the six youth (83 %) initially screening positive had persistent or additional symptoms by the time of interview. One youth, who admittedly concealed her emotional distress at the time of initial screening, had subsequent inpatient psychiatric hospitalization for suicidal attempt as her first mental healthcare.
Symptomatic youth receiving mental health treatment increased from 2 out of 6 (33 %) at initial screening to 6 out of 9 (67 %) at follow-up interview, over a follow-up time range of 1.6 to 2.5 years. Participants in the care of psychologists and psychiatrists described challenges in accessing mental healthcare due to limited availability of mental health professionals, insurance coverage restricting choice of clinicians, high copays, and inconvenience and costs of travel. However, these initial barriers were usually overcome, and parents were willing to accept the inconvenience and costs due to the necessity for services. Several other youth were taking psychotropic medications managed by their PCP, and were receiving counseling through their school, which was viewed as convenient and affordable. Several parents described wanting to further help their children themselves, but felt ill-equipped due to lack of knowledge about mental health and their own emotional burden.
Depression, anxiety and other mental disorders are prevalent in pediatric SLE/MCTD [2–4], and may lead to adverse clinical and psychosocial outcomes [10–12], but these conditions are under-recognized and under-treated in affected youth . Our qualitative study provides an in-depth analysis of mental healthcare for youth with SLE/MCTD from the patient and parent perspective, adding to the sparse literature in this area. Our results suggest that youth with SLE/MCTD and their parents perceive mental health as an essential component of overall health, and that pediatric rheumatology is an acceptable and preferred setting for mental health screening and referral to treatment. We identify several barriers and facilitators for youth and families for identification and treatment of mental health problems, providing insight to guide interventions that may improve mental healthcare for affected youth with SLE/MCTD. Despite limited external validity of our results, derived from a small atypical sample of youth (English-speaking, highly educated and mostly White) compared to the larger pediatric SLE/MCTD population, our sample size was adequate to achieve thematic saturation of pertinent qualitative themes (the point at which no new themes are emerging)  as a starting point to understanding the youth and parent perspective on mental healthcare.
Our findings support cited factors associated with unmet mental healthcare needs such as stigma and those related to access to care , but we also identify previously unreported factors that pertain more specifically to youth with SLE/MCTD in subspecialty care. Although recent efforts have focused on augmenting the role of PCPs in delivering mental healthcare to adolescents , most of our participants viewed rheumatologists as their primary doctors, identifying them as a preferred first healthcare contact for mental health issues. This was attributed to the strong relationship of youth and parents with rheumatologists due to frequent visits and their reliance on them to interpret symptoms in the context of a highly complex disease. These findings suggest that, from the perspective of families, rheumatologists have a significant opportunity to facilitate their mental health diagnosis and referral.
Most of our sample of youth and parents wanted rheumatologists to ask about mental health, viewing it as a sign of optimal and comprehensive patient care. Yet, the fact that several youth were reluctant to discuss their emotions due to fear and shame points to the potential benefit for medical doctors to “normalize” mental health evaluation by making it a regular part of care. One way to achieve this is to administer mental health screening questionnaires to all youth with SLE/MCTD. In this study we found that screening youth with SLE/MCTD using electronic administration of validated screening tools in the outpatient pediatric rheumatology setting was acceptable to youth and parents. The screening process increased youth and parents’ willingness to discuss mental health issues, a benefit reported for mental health screening in other settings . Screening also raised the awareness of potential mental health problems in SLE/MCTD, whether due to central nervous system disease or psychosocial distress. Although a few parents raised concerns about mental health evaluation being overwhelming too soon after diagnosis, most desired more education about potential mental health issues early in the disease process. These findings suggest that adolescents with SLE/MCTD may benefit from routine mental health screening in pediatric rheumatology, and that clinicians should be prepared to provide mental health resources to support youth and their families from the time of diagnosis.
Screening in itself, however, did not appear to be enough to de-stigmatize mental health issues. There emerged a clear value of in-person mental health assessment to create an environment conducive to discussing mental health issues, putting the screening results into context and identifying hidden feelings of self-harm. The facilitating factors that we identified suggest that pediatric rheumatologists can best create this environment by taking the initiative to begin these conversations, expressing sincere interest in mental well-being, taking mental health concerns seriously and facilitating the initial connection with mental health professionals. Additionally obtaining a family mental health history may help normalize mental health for patients and families as well as assess risk for youth; we did not address this possibility, but future studies could explore this potential effect. Given the high prevalence of suicidal ideation in our small sample and other cohorts of youth with SLE [5, 35], pediatric rheumatologists may have an opportunity to help youth avoid self-harm and disruptive inpatient psychiatric stays. Rheumatologists, however, may need additional mental health training and resources to effect an environment in which mental health is a usual part of care. Implementation of routine mental health assessment requires training of staff and integration into the clinician workflow. Encouragingly, this has been achieved in other pediatric subspecialty settings such as endocrinology for type 1 diabetes patients .
A major strength of our study is the detailed follow-up of a sample of youth with SLE/MCTD and mental health symptoms, providing insight into the factors influencing their receipt of mental healthcare. While our purposive sampling strategy may over-represent those with psychosocial challenges, the prevalence of mental health symptoms in our qualitative sample is similar to other studies [2, 5, 37], and our study design allowed in-depth characterization of those with mental health problems who would likely be otherwise under-represented due to selection bias. We are encouraged that symptomatic youth receiving mental health treatment increased from 33 % at initial screening to 67 % at follow-up interview. We speculate that this may be due to enhanced symptom identification through formal screening in the previous study, increased engagement in addressing mental health issues among rheumatologists caring for participants, and heightened awareness of mental health among participants, leading to increased receptiveness to rheumatologists helping with mental health issues. This underscores the opportunity for rheumatologists to help improve identification of mental health problems for affected youth.
Nevertheless, several symptomatic youth experienced delays in mental health treatment due to minimization of their symptoms by themselves, their parents and clinicians, emphasizing the need for educational resources for patients, families and clinicians. Importantly, increasing awareness of youth and families about the potential for neuropsychiatric manifestations of SLE to occur throughout the disease course , as well as the high occurrence of co-morbid mental disorders, may facilitate youth and parent reporting of mental symptoms. Yet it should be noted that symptom minimization and other identified barriers to mental health treatment for youth with SLE/MCTD, such limited availability and high costs of mental health services, are likely similar for youth with other chronic disease in subspecialty care. This supports a general need for healthcare systems to facilitate comprehensive care of such patients by integration of medical and mental healthcare. With the growing evidence for efficacy of collaborative care models [17, 39], co-locating mental health professionals with pediatric rheumatology and other subspecialists may alleviate the current challenges to mental health treatment.
Care delivery through these models requires significant support from healthcare systems and institutions, however, which is difficult to obtain for pediatric rheumatologists who are small in number due to limited a workforce . Therefore collaborative care models, although a promising strategy for mental healthcare of youth with SLE/MCTD, are not currently feasible for all pediatric rheumatology settings. While efforts should be made by pediatric rheumatologists to advocate for medical and mental healthcare integration, other options should be explored. For example, several youth receiving school-based counseling and management of psychotropic medications through their PCPs found these alternatives to be convenient and cost-effective. Improved communication and care coordination between rheumatologists, PCPs and mental health providers is likely to help ensure that treatment is available. More research is needed to determine the optimal strategies for effective and accessible mental health treatment for youth with SLE/MCTD.
Youth with SLE/MCTD and their parents perceive pediatric rheumatologists as a preferred source for mental health screening, guidance and referral. Routine mental health screening and clinician-initiated discussion of mental health may facilitate identification of youth with mental disorders. Further research is needed to implement interventions that address barriers and enhance facilitators to improve mental healthcare for youth with SLE/MCTD.
Children’s Hospital of Philadelphia
mixed connective tissue disease
patient health questionnaire-9
research electronic data capture
screen for childhood anxiety related disorders
systemic lupus erythematosus
Cassidy JT. Textbook of pediatric rheumatology. 6th ed. Philadelphia, PA: Saunders/Elsevier; 2011.
Sibbitt Jr WL, Brandt JR, Johnson CR, Maldonado ME, Patel SR, Ford CC, et al. The incidence and prevalence of neuropsychiatric syndromes in pediatric onset systemic lupus erythematosus. J Rheumatol. 2002;29(7):1536–42.
Kohut SA, Williams T, Jayanthikumar J, Landolt-Marticorena C, Lefebvre A, Silverman E, et al. Depressive symptoms are prevalent in childhood-onset systemic lupus erythematosus (cSLE). Lupus. 2013;22(7):712–20. doi:10.1177/0961203313488840.
Demirkaya E, Bilginer Y, Aktay-Ayaz N, Yalnizoglu D, Karli-Oguz K, Isikhan V, et al. Neuropsychiatric involvement in juvenile systemic lupus erythematosus. Turk J Pediatr. 2008;50(2):126–31.
Knight A, Weiss P, Morales K, Gerdes M, Gutstein A, Vickery M, et al. Depression and anxiety and their association with healthcare utilization in pediatric lupus and mixed connective tissue disease patients: a cross-sectional study. Pediatr Rheumatol Online J. 2014;12:42. doi:10.1186/1546-0096-12-42.
Merikangas KR, He JP, Burstein M, Swanson SA, Avenevoli S, Cui L, et al. Lifetime prevalence of mental disorders in U.S. adolescents: results from the National Comorbidity Survey Replication–Adolescent Supplement (NCS-A). J Am Acad Child Adolesc Psychiatry. 2010;49(10):980–9. doi:10.1016/j.jaac.2010.05.017.
Husky MM, Olfson M, He JP, Nock MK, Swanson SA, Merikangas KR. Twelve-month suicidal symptoms and use of services among adolescents: results from the National Comorbidity Survey. Psychiatr Serv. 2012;63(10):989–96. doi:10.1176/appi.ps.201200058.
Benseler SM, Silverman ED. Neuropsychiatric involvement in pediatric systemic lupus erythematosus. Lupus. 2007;16(8):564–71. doi:10.1177/0961203307078971.
The American College of Rheumatology nomenclature and case definitions for neuropsychiatric lupus syndromes. ACR Ad Hoc Committee on Neuropsychiatric Lupus Syndromes; Apr: Arthritis and rheumatism; 1999. p. 599–608.
Panopalis P, Yazdany J, Gillis JZ, Julian L, Trupin L, Hersh AO, et al. Health care costs and costs associated with changes in work productivity among persons with systemic lupus erythematosus. Arthritis Rheum. 2008;59(12):1788–95. doi:10.1002/art.24063.
Nery FG, Borba EF, Hatch JP, Soares JC, Bonfa E, Neto FL. Major depressive disorder and disease activity in systemic lupus erythematosus. Compr Psychiatry. 2007;48(1):14–9. doi:10.1016/j.comppsych.2006.04.002.
Julian LJ, Yelin E, Yazdany J, Panopalis P, Trupin L, Criswell LA, et al. Depression, medication adherence, and service utilization in systemic lupus erythematosus. Arthritis Rheum. 2009;61(2):240–6. doi:10.1002/art.24236.
Bernstein CM, Stockwell MS, Gallagher MP, Rosenthal SL, Soren K. Mental health issues in adolescents and young adults with type 1 diabetes: prevalence and impact on glycemic control. Clin Pediatr. 2013;52(1):10–5. doi:10.1177/0009922812459950.
Engstrom I. Inflammatory bowel disease in children and adolescents: mental health and family functioning. J Pediatr Gastroenterol Nutr. 1999;28(4):S28–33.
McCauley E, Katon W, Russo J, Richardson L, Lozano P. Impact of anxiety and depression on functional impairment in adolescents with asthma. Gen Hosp Psychiatry. 2007;29(3):214–22. doi:10.1016/j.genhosppsych.2007.02.003.
Force USPST. Screening and treatment for major depressive disorder in children and adolescents: US Preventive Services Task Force Recommendation Statement. Pediatrics. 2009;123(4):1223–8. doi:10.1542/peds.2008-2381.
Kolko DJ, Campo J, Kilbourne AM, Hart J, Sakolsky D, Wisniewski S. Collaborative care outcomes for pediatric behavioral health problems: a cluster randomized trial. Pediatrics. 2014;133(4):e981–92. doi:10.1542/peds.2013-2516.
Bradley EH, Curry LA, Devers KJ. Qualitative data analysis for health services research: developing taxonomy, themes, and theory. Health Serv Res. 2007;42(4):1758–72. doi:10.1111/j.1475-6773.2006.00684.x.
Teddlie CYF. Mixed methods sampling: a typology with examples. J Mixed Methods Res. 2007;1(1):77–100.
Hochberg MC. Updating the American College of Rheumatology revised criteria for the classification of systemic lupus erythematosus. Arthritis Rheum. 1997;40(9):1725. doi:10.1002/1529-0131(199709)40:9<1725::AID-ART29>3.0.CO;2-Y.
Alarcon-Segovia D, Cardiel MH. Comparison between 3 diagnostic criteria for mixed connective tissue disease. Study of 593 patients. J Rheumatol. 1989;16(3):328–34.
Vogl S. Telephone vs. face-to-face interviews: mode effect on semistructured interviews with children. Sociol Methodol. 2013;43(1):133–77.
Drabble LT,K, Salecedo B, Walker PC, Korcha RA. Conducting qualitative interviews by telephone: lessons learned from a study of alcohol use among sexual minority and heterosexual women. Qual Soc Work. 2015;0(00):1–16.
Glaser B. The constant comparative method of qualitative analysis. Soc Probl. 1964;12.
Richardson LP, McCauley E, Grossman DC, McCarty CA, Richards J, Russo JE, et al. Evaluation of the patient health questionnaire-9 item for detecting major depression among adolescents. Pediatrics. 2010;126(6):1117–23. doi:10.1542/peds.2010-0852.
Birmaher B, Khetarpal S, Brent D, Cully M, Balach L, Kaufman J, et al. The Screen for Child Anxiety Related Emotional Disorders (SCARED): scale construction and psychometric characteristics. J Am Acad Child Adolesc Psychiatry. 1997;36(4):545–53. doi:10.1097/00004583-199704000-00018.
Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001;16(9):606–13.
Richardson LP, McCauley E, McCarty CA, Grossman DC, Myaing M, Zhou C, et al. Predictors of persistence after a positive depression screen among adolescents. Pediatrics. 2012;130(6):e1541–8. doi:10.1542/peds.2012-0450.
Fergusson DM, Horwood LJ, Ridder EM, Beautrais AL. Subthreshold depression in adolescence and mental health outcomes in adulthood. Arch Gen Psychiatry. 2005;62(1):66–72. doi:10.1001/archpsyc.62.1.66.
Wesselhoeft R, Sorensen MJ, Heiervang ER, Bilenberg N. Subthreshold depression in children and adolescents–a systematic review. J Affect Disord. 2013;151(1):7–22. doi:10.1016/j.jad.2013.06.010.
Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)–a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009;42(2):377–81. doi:10.1016/j.jbi.2008.08.010.
Greg Guest ABaLJ. How many interviews are enough?: An experiment with data saturation and variability. Field Methods. 2006;18(1):59-82.
Flisher AJ, Kramer RA, Grosser RC, Alegria M, Bird HR, Bourdon KH, et al. Correlates of unmet need for mental health services by children and adolescents. Psychol Med. 1997;27(5):1145–54.
Gadomski AM, Fothergill KE, Larson S, Wissow LS, Winegrad H, Nagykaldi ZJ, et al. Integrating mental health into adolescent annual visits: impact of previsit comprehensive screening on within-visit processes. J Adolesc Health. 2015;56(3):267–73. doi:10.1016/j.jadohealth.2014.11.011.
Nock MK, Green JG, Hwang I, McLaughlin KA, Sampson NA, Zaslavsky AM, et al. Prevalence, correlates, and treatment of lifetime suicidal behavior among adolescents: results from the National Comorbidity Survey Replication Adolescent Supplement. JAMA Psychiatry. 2013;70(3):300–10. doi:10.1001/2013.jamapsychiatry.55.
Corathers SD, Kichler J, Jones NH, Houchen A, Jolly M, Morwessel N, et al. Improving depression screening for adolescents with type 1 diabetes. Pediatrics. 2013;132(5):e1395–402. doi:10.1542/peds.2013-0681.
Jones JT, Cunningham N, Kashikar-Zuck S, Brunner HI. Pain, fatigue and psychological impact on health-related quality of life in childhood-onset lupus. Arthritis Care Res (Hoboken). 2015. doi:10.1002/acr.22650.
Lim LS, Lefebvre A, Benseler S, Silverman ED. Longterm outcomes and damage accrual in patients with childhood systemic lupus erythematosus with psychosis and severe cognitive dysfunction. J Rheumatol. 2013;40(4):513–9. doi:10.3899/jrheum.121096.
Woltmann E, Grogan-Kaylor A, Perron B, Georges H, Kilbourne AM, Bauer MS. Comparative effectiveness of collaborative chronic care models for mental health conditions across primary, specialty, and behavioral health care settings: systematic review and meta-analysis. Am J Psychiatry. 2012;169(8):790–804. doi:10.1176/appi.ajp.2012.11111616.
Althouse LA, Stockman 3rd JA. Pediatric workforce: a look at pediatric rheumatology data from the American Board of Pediatrics. J Pediatr. 2006;149(6):869–70. doi:10.1016/j.jpeds.2006.09.038.
The authors would like to thank: Jenna Tress, Janille Diaz, Bernadette Lewcun and Elizabeth Kaufman for their assistance with subject recruitment; Drs. David Mandell and Emily Von Scheven for their critical review of the manuscript.
The authors declare that they have no competing interests.
AK participated in the study design, data collection and analysis, and wrote the initial draft of the manuscript. MV participated in study design, data collection and analysis, and critical review of the manuscript. AF participated in the study design, data interpretation and critical review of the manuscript. FB participated in the study design, data interpretation and critical review of the manuscript. All authors participated in the decision to submit the manuscript. All authors read and approved the final manuscript.
AK: MD, MSCE; Attending Physician, Division of Pediatric Rheumatology, The Children’s Hospital of Philadelphia; Faculty, Center for Pediatric Clinical Effectiveness, The Children’s Hospital of Philadelphia; Faculty, PolicyLab, The Children’s Hospital of Philadelphia; Assistant Professor of Pediatrics, Perelman School of Medicine at the University of Pennsylvania.
AF: MD, MSCE; Associate Director, Pediatric Research in Office Settings, The American Academy of Pediatrics; Associate Director, The Center for Pediatric Clinical Effectiveness; Associate Medical Director, The Pediatric Research Consortium; Attending Physician, The Children’s Hospital of Philadelphia Care Network; Associate Professor of Pediatrics, Perelman School of Medicine at the University of Pennsylvania.
FB: PhD; Associate Professor of Family Medicine and Community Health at the University of Pennsylvania; Co-Director, Mixed Methods Research Lab at the University of Pennsylvania; Senior Scholar, Center for Clinical Epidemiology and Biostatistics at the University of Pennsylvania.