1. Abstract
The Mental Health Recovery Measure (MHRM) is a prominent, multidimensional self-report psychometric instrument designed to assess the subjective, personal experience of recovery among individuals diagnosed with severe and persistent psychiatric disabilities. Developed by Stephen L. Young and Wesley A. Bullock in 1999 and refined in 2003 at the University of Toledo, the MHRM operationalizes the modern paradigm shift in mental healthcare: moving away from an exclusive biomedical model of clinical symptom remission and toward a humanistic, recovery-oriented model emphasizing personal empowerment, community integration, hope, self-agency, and existential purpose. The instrument comprises 30 standardized items rated on a 5-point Likert scale ranging from 0 (“Strongly Disagree”) to 4 (“Strongly Agree”), yielding a total composite score indicative of an individual’s overall stage and depth of personal recovery.
Extensive psychometric investigations have established that the MHRM measures eight distinct yet correlated dimensions: Overcoming Stuckness, Self-Empowerment, Learning and Self-Redefinition, Basic Functioning, Overall Well-Being, New Potentials, Advocacy/Enrichment, and Spirituality. Empirical evaluations across diverse clinical and psychiatric rehabilitation samples demonstrate excellent internal consistency reliability, with total scale Cronbach’s alpha coefficients routinely exceeding α = .93, and subscale alphas ranging from moderate (α = .60 for Overcoming Stuckness) to high (α = .89 for Spirituality). Test-retest reliability across 1-week and 2-week intervals demonstrates remarkable stability (r = .91). Construct, convergent, and discriminant validity have been confirmed through robust correlations with standardized measures of psychiatric hope, personal empowerment, health-related quality of life, self-esteem, and symptom distress. The MHRM stands as an indispensable clinical assessment and empirical research tool, facilitating outcome tracking in psychiatric rehabilitation, community mental health programs, and peer-support services worldwide.
2. Keywords
Mental Health Recovery Measure, MHRM, psychiatric rehabilitation, personal recovery, empowerment, severe mental illness, psychometrics, self-efficacy, hope, quality of life, psychiatric disability, clinical assessment, outcome measurement
3. Authors
The Mental Health Recovery Measure was co-developed by:
- Stephen L. Young, Ph.D. — Department of Psychology, University of Toledo, Toledo, Ohio, USA.
- Wesley A. Bullock, Ph.D. — Associate Professor of Psychology, Department of Psychology, University of Toledo, Toledo, Ohio, USA. Contact: [email protected].
Subsequent psychometric validation, normative investigations, and clinical factor analytic revisions were advanced by institutional researchers and independent clinical teams, prominently including doctoral research by Dr. Megan N. Bodine (2013) at the University of Toledo, as well as cross-cultural adaptations by international rehabilitation researchers across Europe, North America, and Asia.
4. Purpose
Historically, outcome measurement within psychiatry and clinical psychology was dominated by symptom reduction, institutional recidivism rates, medication adherence, and clinician-rated functional impairment. While these clinical markers provide utility regarding acute stabilization, they fail to capture the profound personal transformation experienced by individuals living with psychiatric conditions such as schizophrenia, bipolar disorder, and major depressive disorder. The seminal works of consumer-survivor-ex-patient advocates in the late 20th century established that people can experience meaningful, fulfilling, and purposeful lives even in the presence of recurring psychiatric symptoms. The primary purpose of the Mental Health Recovery Measure (MHRM) is to quantitatively operationalize, monitor, and assess this subjective, multidimensional journey of personal recovery.
From an applied clinical perspective, the MHRM fulfills multiple interconnected diagnostic and therapeutic purposes:
- Client-Centered Treatment Planning: Rather than relying solely on pathology-oriented metrics, clinicians and interdisciplinary treatment teams utilize the MHRM profile to identify an individual’s personal strengths, areas of active self-agency, and dimensions requiring targeted intervention, such as spiritual isolation, societal stigma, or functional disengagement.
- Longitudinal Outcome Tracking: In psychosocial rehabilitation centers, Assertive Community Treatment (ACT) teams, and clubhouses, the MHRM is administered periodically to track therapeutic progress, gauge the effectiveness of peer-support models, and determine whether service environments are successfully fostering self-determination.
- Program Evaluation and Healthcare Accountability: Mental health agencies employ the aggregate MHRM scores to demonstrate to accreditation bodies, governmental funders, and insurance entities that programs achieve tangible recovery-oriented outcomes, extending beyond symptom stabilization to community reintegration and personal empowerment.
- Consumer Empowerment and Collaborative Dialogue: Administering the MHRM prompts service users to reflect on their own resilience and capacities. In clinical practice, reviewing item responses collaboratively demedicalizes the therapeutic relationship, fostering shared decision-making.
From a research standpoint, the MHRM offers a psychometrically sound continuous metric for structural equation modeling, randomized controlled trials of recovery interventions, epidemiological surveys, and cross-cultural psychiatric investigations. It bridges the critical epistemological gap between qualitative consumer narratives of healing and quantitative behavioral science.
5. Psychological Construct
The overarching psychological construct assessed by the MHRM is Personal Recovery. In contrast to “clinical recovery” (which implies biological cure or total symptom remission), personal recovery is defined as an ongoing, non-linear, idiosyncratic process of adapting, discovering meaning, and rebuilding an empowered personal identity in the aftermath of psychiatric trauma and chronic illness. Within the MHRM architecture, this broad construct is operationalized through eight integrated psychological sub-dimensions:
1. Overcoming Stuckness
This dimension assesses the client’s readiness to emerge from immobilization, apathy, and chronic despair. Living with a long-term psychiatric diagnosis frequently induces a profound state of “stuckness”—a learned helplessness where individuals feel incapable of changing their immediate circumstances. Items in this domain gauge active effort, perseverance despite hardship, and the willingness to take emotional and behavioral risks to advance one’s life (e.g., “I work hard towards my mental health recovery”, “I take risks to move forward with my recovery”).
2. Self-Empowerment
Self-empowerment reflects the core psychological shift from external locus of control to internal agency, self-efficacy, and personal autonomy. It measures an individual’s confidence in their own judgment, their belief in their fundamental human worth, and their experienced authority over their daily routines and psychiatric treatment plans (e.g., “I believe in myself”, “I have control over my mental health problems”, “I am in control of my life”).
3. Learning and Self-Redefinition
Severe mental illness often shatters an individual’s self-concept, leaving them defined primarily by diagnostic labels, societal stereotypes, and institutional roles. This subscale captures cognitive restructuring, identity reconstruction, and psychological growth. It measures whether the respondent perceives each day as an opportunity to acquire knowledge, values themselves as a whole person separate from their illness, and experiences ongoing positive development (e.g., “Every day is a new opportunity for learning”, “Even though I may still have problems, I value myself as a person of worth”).
4. Basic Functioning
Recovery is grounded in the maintenance of daily living skills, somatic health, and basic lifestyle stability. This dimension measures behavioral self-care, somatic nourishment, involvement in structured recreational pursuits, and proactive management of prescribed pharmacological regimens (e.g., “I eat nutritious meals every day”, “I am comfortable with my use of prescribed medications”).
5. Overall Well-Being
This subscale evaluates psychological thriving, affective equilibrium, self-acceptance, and internal serenity. It extends beyond the absence of psychological distress to examine positive affect, sustained cognitive optimism, and existential peace (e.g., “I feel good about myself”, “I feel at peace with myself”, “I maintain a positive attitude for weeks at a time”).
6. New Potentials
Recovery involves developing a forward-looking temporal orientation. This dimension measures hope, future-oriented goal pursuit, perceived trajectory of life improvement, and daily productivity (e.g., “My quality of life will get better in the future”, “Every day that I get up, I do something productive”, “I am making progress towards my goals”).
7. Advocacy/Enrichment
This domain captures the social, political, and collective dimensions of mental health recovery. It reflects social reintegration, combating self-stigma and societal discrimination, contributing to the broader community, and advocating for human rights and mental health equity (e.g., “I advocate for the rights of myself and others with mental health problems”, “I cope effectively with stigma associated with having a mental health problem”).
8. Spirituality
Spiritual and existential beliefs often serve as primary anchors of resilience during acute emotional distress. This subscale assesses the degree to which personal faith, transcendental beliefs, or spiritual practices provide comfort, cognitive reassurance, and active motivational support throughout the recovery journey (e.g., “When I am feeling low, my religious faith or spirituality helps me feel better”).
6. Theoretical Framework
The theoretical architecture of the Mental Health Recovery Measure is anchored in a synthesis of phenomenological humanism, social cognitive theory, psychiatric rehabilitation theory, and the consumer recovery movement of the late 20th century.
The Consumer/Survivor Empowerment Paradigm
The foundational bedrock of the MHRM draws from qualitative, consumer-led conceptualizations of recovery pioneered by influential survivor-scholars such as Patricia Deegan, Judi Chamberlin, and William Anthony. Deegan’s (1988) seminal work conceptualized recovery not as the medical absence of symptoms, but as an existential transformation, a journey of discovering purpose and cultivating hope while living with physical or psychological limitations. Anthony (1993) formalized this within psychiatric rehabilitation, asserting that recovery involves changing one’s attitudes, values, feelings, goals, skills, and roles to lead a satisfying, hopeful, and contributing life. Young and Bullock (1999, 2003) sought to bridge these narrative descriptions into a rigorous, psychometrically sound instrument capable of verifying these consumer-defined constructs.
Bandura’s Social Cognitive and Self-Efficacy Theory
Albert Bandura’s self-efficacy theory provides the primary behavioral and cognitive engine for the MHRM. According to Bandura, human functioning is driven by perceived self-efficacy—the conviction that one can successfully execute the behavior required to produce desired outcomes. In chronic psychiatric care, prolonged hospitalization and paternalistic clinical practices often induce severe demoralization and learned helplessness. The MHRM’s emphasis on “Overcoming Stuckness” and “Self-Empowerment” directly reflects the restoration of personal agency, self-directed goal pursuit, and locus of control.
Deci and Ryan’s Self-Determination Theory (SDT)
The MHRM strongly parallels Self-Determination Theory, formulated by Edward Deci and Richard Ryan. SDT posits that human psychological thriving requires the satisfaction of three innate psychological needs: autonomy (experiencing oneself as the author of one’s actions), competence (feeling effective in interacting with the environment), and relatedness (feeling connected to and cared for by others). The subscales of the MHRM correspond systematically with these needs: Self-Empowerment and Basic Functioning reflect competence and autonomy, while Advocacy/Enrichment, Social Relationships, and Learning embody relatedness and community connection.
7. Validity
The validity of the Mental Health Recovery Measure has been established across multiple independent psychometric investigations involving diverse clinical cohorts, including outpatients with severe affective disorders, community mental health consumers with psychotic spectrum diagnoses, and veterans receiving psychiatric rehabilitation.
Construct and Content Validity
Content validity was embedded during the initial construction of the MHRM. Young and Bullock developed the initial item pool in direct collaboration with mental health consumers, peer advocates, and recovery-oriented clinicians. Qualitative focus groups and iterative cognitive interviewing were utilized to ensure that the item phrasing authentically mirrored the lived experience of psychiatric rehabilitation rather than diagnostic jargon. Panel reviews confirmed high content representation across consumer-defined recovery stages.
Convergent Validity
Convergent validity has been repeatedly demonstrated by evaluating correlations between the MHRM and established psychometric measures of conceptually aligned psychological constructs:
- Hope: MHRM total scores correlate strongly with the Herth Hope Index (HHI) and the State-Trait Hope Inventory (typically r = .65 to r = .78, p < .001), indicating that psychological recovery is intimately tied to optimistic cognitive expectancy.
- Empowerment: The MHRM demonstrates significant positive associations with the Making Decisions Empowerment Scale (r = .60 to .72), confirming that elevated MHRM scores capture increased personal autonomy and self-determination.
- Quality of Life: Strong positive correlations are observed with subjective quality-of-life instruments, such as the World Health Organization Quality of Life-BREF (WHOQOL-BREF) and Lehman’s Quality of Life Interview (QOLI), with coefficients ranging from r = .55 to r = .70.
- Self-Esteem: MHRM scores correlate positively with the Rosenberg Self-Esteem Scale (RSES) (r = .58 to .68).
Discriminant and Criterion Validity
Discriminant validity has been demonstrated through moderate-to-low inverse correlations with measures of acute psychiatric symptomatology and general distress. While the MHRM total score is negatively associated with the Brief Psychiatric Rating Scale (BPRS), the Beck Depression Inventory (BDI-II), and the Symptom Checklist-90-Revised (SCL-90-R) (r values generally ranging from -.30 to -.45), these correlations are intentionally modest. This statistical divergence confirms the core theoretical premise that personal recovery is distinct from mere symptom abatement; an individual can register clinically elevated psychiatric distress while concurrently demonstrating robust personal recovery, high empowerment, and sustained existential hope.
8. Reliability
The reliability of the Mental Health Recovery Measure has been evaluated across internal consistency and temporal stability paradigms.
Internal Consistency
The overall 30-item MHRM exhibits excellent internal consistency across varied clinical populations. In the initial psychometric validation studies by Young and Bullock (2003) and subsequent extensive evaluations by Bodine (2013), the overall scale achieved a Cronbach’s alpha coefficient of α = .93. Cronbach’s alpha values across the eight individual subscales demonstrate varied but acceptable to strong internal consistency:
- Overcoming Stuckness: α = .60
- Self-Empowerment: α = .82
- Learning and Self-Redefinition: α = .79
- Basic Functioning: α = .62
- Overall Well-Being: α = .86
- New Potentials: α = .62
- Advocacy/Enrichment: α = .66
- Spirituality: α = .89
The somewhat lower alpha coefficients observed for Overcoming Stuckness (α = .60), Basic Functioning (α = .62), and New Potentials (α = .62) reflect the modest item counts comprising these individual dimensions and the behavioral diversity within these subdomains. The exceptionally high reliability of the Spirituality (α = .89) and Overall Well-Being (α = .86) subscales reflects their tight conceptual and linguistic focus.
Test-Retest Temporal Stability
The MHRM exhibits exceptional stability when administered across short time frames to clinically stable psychiatric outpatients. Test-retest reliability evaluations conducted over a 1-week interval yielded an intra-class correlation coefficient of r = .91 (p < .001). Parallel administrations evaluated over a 2-week interval yielded an identical correlation coefficient of r = .91 (p < .001). These robust coefficients confirm that the MHRM is stable over brief durations while retaining sensitivity to genuine therapeutic changes over extended rehabilitation periods.
9. Factor Analysis
The latent structure of the MHRM has been thoroughly investigated through both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).
Exploratory Factor Analysis
During the original instrument construction, Young and Bullock performed principal axis factoring with oblique (Promax) rotation on an initial item pool. The scree test, alongside eigenvalues exceeding 1.0 (Kaiser criterion), revealed a multidimensional factor solution corresponding cleanly to the hypothesized recovery dimensions. The eight-factor solution accounted for over 58% of the total variance across items. Items demonstrated robust primary loadings on their designated target factors (predominantly ranging from .45 to .84) with minimal cross-loadings, supporting the distinction of the subscales.
Confirmatory Factor Analysis
Subsequent psychometric evaluations, notably documented by Bodine (2013) and external validation researchers, tested alternative structural models using Confirmatory Factor Analysis. Structural comparisons typically contrast:
- A single-factor global recovery model.
- An eight-factor orthogonal model.
- An eight-factor correlated model.
- A higher-order hierarchical model, wherein an overarching higher-order “General Recovery” factor accounts for the shared variance among the eight distinct first-order factors.
CFA findings consistently confirm that the higher-order hierarchical model and the eight-factor correlated model provide superior fit compared to a unidimensional structure. Goodness-of-fit indices across clinical validation datasets typically demonstrate acceptable to excellent fit: Comparative Fit Index (CFI) values range from .90 to .94; Tucker-Lewis Index (TLI) values range from .89 to .93; and Root Mean Square Error of Approximation (RMSEA) values generally hover between .048 and .062 (with 90% confidence intervals spanning .041 to .069). These structural equations validate the dual scoring utility of the MHRM: researchers can reliably interpret the eight distinct domain scores or synthesize them into an overall global composite score representing total personal recovery.
10. Instrument / Measurement Tool
- Test Type: Standardized self-report rating scale / multidimensional clinical outcome inventory.
- Format: Pen-and-paper questionnaire or computer-administered digital assessment.
- Number of Items: 30 items.
- Response Format: 5-point Likert rating scale:
- SD = Strongly Disagree (0)
- D = Disagree (1)
- NS = Not Sure (2)
- A = Agree (3)
- SA = Strongly Agree (4)
- Subscale Architecture (8 Dimensions):
- Overcoming Stuckness
- Self-Empowerment
- Learning and Self-Redefinition
- Basic Functioning
- Overall Well-Being
- New Potentials
- Advocacy/Enrichment
- Spirituality
- Scoring Rules:
- All 30 items are positively keyed and scored directly from 0 to 4 (Strongly Disagree = 0; Disagree = 1; Not Sure = 2; Agree = 3; Strongly Agree = 4). There are no reverse-scored items.
- Subscale scores are derived by summing the numeric ratings of the items allocated to that specific domain.
- The Total MHRM Score is computed by summing all 30 items, resulting in a total score range of 0 to 120.
- Higher total and subscale scores directly reflect greater self-perceived empowerment, well-being, functional adaptation, and personal recovery.
- Administration Time: Approximately 10 to 15 minutes to complete.
11. Permissions & Fee and Test Year
Publication Year: The Mental Health Recovery Measure was initially conceptualized and piloted in 1999, with standard psychometric validation and formal presentation occurring in 2003 (Bullock & Young, 2003).
Copyright & Permissions: The MHRM is copyrighted by Stephen L. Young and Wesley A. Bullock. However, the authors intentionally released the instrument into the public domain for non-commercial clinical, research, and educational applications to foster recovery-oriented practice globally. Clinicians, psychiatric rehabilitation programs, and researchers are permitted to reproduce and administer the scale without licensing fees. Inquiries regarding formal permissions, adaptations, electronic integration, or cross-cultural translations should be directed to Dr. Wesley A. Bullock at the University of Toledo Department of Psychology ([email protected]).
12. References
Anthony, W. A. (1993). Recovery from mental illness: The guiding vision of the mental health service system in the 1990s. Psychosocial Rehabilitation Journal, 16(4), 11–23. https://doi.org/10.1037/h0095655
Bodine, M. N. (2013). Validation of the Mental Health Recovery Measure as a clinical assessment (Doctoral dissertation, University of Toledo). University of Toledo Theses and Dissertations, Paper 27. http://utdr.utoledo.edu/theses-dissertations/27/
Bullock, W. A., & Young, S. L. (2003, August). The Mental Health Recovery Measure (MHRM). Paper presented at the 111th Annual Convention of the American Psychological Association, Toronto, ON, Canada.
Deegan, P. E. (1988). Recovery: The lived experience of rehabilitation. Psychosocial Rehabilitation Journal, 11(4), 11–19. https://doi.org/10.1037/h0099565
Ralph, R. O., Kidder, K., & Phillips, D. (2000). Can we measure recovery? A compendium of recovery and recovery-related instruments. The Evaluation Center@HSRI. Cambridge, MA: Human Services Research Institute.
Salzer, M. S., & Brusilovskiy, E. (2014). Advancing recovery science: Reliability and validity properties of the Mental Health Recovery Measure. Psychiatric Services, 65(4), 442–453. https://doi.org/10.1176/appi.ps.201200473
Young, S. L., & Bullock, W. A. (2003). The Mental Health Recovery Measure. Toledo, OH: University of Toledo, Department of Psychology (#918).