Mental Health Recovery Measure (MHRM)

1. Abstract

The Mental Health Recovery Measure (MHRM) is an established, consumer-oriented psychometric instrument designed to evaluate personal recovery among individuals experiencing severe mental illness and chronic psychological conditions. Developed by Wesley A. Bullock and Sharon L. Young at the University of Toledo, the MHRM operationalizes recovery not merely as biological symptom remission or clinical stabilization, but as an ongoing, non-linear, multidimensional process of personal transformation, empowerment, and self-actualization. Comprising 30 items evaluated across an authentic 5-point Likert scale ranging from 0 (Strongly Disagree) to 4 (Strongly Agree), the instrument yields a comprehensive recovery score (ranging from 0 to 120) and assesses eight conceptually coherent subscales: Overcoming Stuckness, Self-Empowerment, Learning and Self-Redefinition, Basic Functioning, Overall Well-Being, New Potentials, Spirituality, and Advocacy/Enrichment.

Psychometric evaluations have demonstrated robust properties across psychiatric outpatient clinics, community mental health facilities, and inpatient rehabilitation settings. The instrument displays exceptional internal consistency, with total scale Cronbach’s alpha values typically reported at α = .93, and subscale coefficients ranging from α = .60 to .89. Evidence for construct, convergent, and discriminant validity is well established through moderate-to-strong positive correlations with measures of hope, self-esteem, self-efficacy, and quality of life, alongside negative associations with psychiatric distress and internalized stigma. Exploratory and confirmatory factor analyses support a multidimensional architecture governed by a dominant higher-order general recovery factor, supporting the concurrent clinical reporting of individual subscale profiles and a cumulative recovery index. This article provides a comprehensive psychometric and theoretical analysis of the MHRM, detailing its underlying paradigms, empirical validity, structural configuration, scoring protocols, and formal scale items.

2. Keywords

Mental Health Recovery Measure, MHRM, psychiatric rehabilitation, personal recovery, empowerment, severe mental illness, psychometrics, consumer-oriented assessment, self-determination, recovery-oriented practices, hope, social inclusion.

3. Authors

The Mental Health Recovery Measure was designed and systematically validated by researchers affiliated with the Department of Psychology at the University of Toledo:

• Wesley A. Bullock, Ph.D.: Associate Professor and Director of Clinical Training (Emeritus/Faculty), Department of Psychology, College of Arts and Letters, University of Toledo, Toledo, Ohio, USA. Dr. Bullock has published extensively in psychiatric rehabilitation, community mental health outcomes, dual diagnosis, and consumer-directed outcome assessments.
• Sharon L. Young, Ph.D.: Clinical and research psychologist who co-conceptualized the recovery model alongside consumer advisory panels, formerly associated with the Department of Psychology, University of Toledo.

Corresponding academic inquiries regarding historical normative datasets and test distributions are traditionally directed to the Department of Psychology (#918), University of Toledo, Toledo, OH 43606-3390, USA.

4. Purpose

The primary purpose of the Mental Health Recovery Measure (MHRM) is to operationalize, quantify, and track the personal process of recovery in individuals coping with severe, persistent psychiatric conditions (such as schizophrenia, schizoaffective disorder, bipolar disorder, and major depressive disorder). For decades, psychiatric research and public mental health delivery relied almost exclusively on clinician-rated symptom inventories, such as the Brief Psychiatric Rating Scale (BPRS) or the Positive and Negative Syndrome Scale (PANSS). Although these metrics offer utility for biological symptom monitoring, they neglect the subjective, experiential reality of living with psychiatric distress.

The emergence of the mental health consumer/survivor movement transformed psychiatric theory by distinguishing clinical recovery (the total eradication or stabilization of pathological symptoms, typically determined by external clinicians) from personal recovery. Personal recovery is defined as establishing a meaningful, self-directed life, reclaiming personal agency, cultivating resilience, and actively engaging in one’s community, irrespective of persistent symptoms or functional vulnerabilities. Bullock and Young engineered the MHRM to fill this measurement gap, ensuring that service recipients’ lived experiences, aspirational values, and coping mechanisms serve as the definitive benchmark of therapeutic efficacy.

From an applied clinical perspective, the MHRM serves multiple interconnected objectives:

• Individual Treatment and Wellness Planning: Clinicians and peer specialists utilize subscale profiles to identify specific recovery domains requiring targeted intervention. For example, a respondent demonstrating elevated scores on Basic Functioning but depressed scores on Self-Empowerment or Overcoming Stuckness can be engaged in interventions geared toward self-advocacy and goal agency rather than mere functional task mastery.
• Longitudinal Outcome Tracking: Administered serially across rehabilitative programs, the MHRM sensitively captures incremental, non-linear trajectories of recovery, illuminating gains in optimism, spiritual coping, or social identity before observable changes in clinical diagnoses manifest.
• Program Evaluation and Service Delivery Benchmarking: Mental health agencies, supported housing initiatives, and clubhouses deploy the MHRM to gauge whether their institutional philosophies effectively align with recovery-oriented care standards mandated by mental health accreditation authorities and federal frameworks, such as the Substance Abuse and Mental Health Services Administration (SAMHSA).
• Empirical Psychopathology and Health Services Research: The scale enables researchers to model latent predictors of psychological resilience, investigate the neurocognitive correlates of recovery, and systematically test the efficacy of peer-delivered versus professionally led psychiatric rehabilitation services.

5. Psychological Construct

The MHRM operationalizes recovery as a multifaceted, holistic construct composed of psychological, social, functional, and existential components. Rather than treating recovery as an all-or-nothing end state, the construct represents an active developmental continuum. The scale delineates this overarching construct across eight specialized subscales:

1. Overcoming Stuckness (Items 1–4)

This dimension evaluates the cognitive and behavioral shift from paralysis, learned helplessness, and despair toward active personal engagement in the recovery journey. It assesses an individual’s readiness to invest personal effort, recognize progressive life improvements despite periodic symptomatic exacerbations, seek timely support, and embrace measured psychological risks to propel personal growth.

2. Self-Empowerment (Items 5–8)

Self-empowerment reflects the restoration of personal agency, internal locus of control, and self-belief. It captures the psychological transition from passive dependency on institutional clinical structures toward autonomy, self-determination, self-efficacy regarding symptom management, and the proactive initiation of interpersonal friendships.

3. Learning and Self-Redefinition (Items 9–12)

This subscale assesses cognitive reframing, personal identity restructuring, and unconditional self-worth. Living with a severe psychiatric disorder often threatens self-concept through internalized stigma. This construct measures an individual’s capacity to perceive daily experiences as continuous learning opportunities, pursue personal growth beyond diagnostic labels, and preserve intrinsic self-worth regardless of psychiatric challenges.

4. Basic Functioning (Items 13–16)

Basic functioning addresses the behavioral and instrumental foundations of everyday stability. It assesses adherence to foundational self-care behaviors, including maintaining regular nutrition, weekly participation in recreational and community-based activities, establishing social connections, and achieving autonomy and comfort regarding prescribed pharmacological regimens.

5. Overall Well-Being (Items 17–20)

This dimension measures positive affect, psychological peace, and internal cognitive congruence. Moving beyond the mere absence of anxiety or depressive symptoms, it evaluates affirmative emotional states, including personal self-esteem, constructive cognitive patterns that facilitate goal attainment, subjective perceptions of normative living, and inner harmony.

6. New Potentials (Items 21–24)

New potentials encapsulates forward-looking hope, optimism, sustained positive morale, and purposive productivity. It appraises the temporal stability of positive attitudes across weeks, optimistic expectations concerning future quality of life, daily structured productivity, and concrete progression toward self-identified personal goals.

7. Spirituality (Items 25–26)

The spirituality subscale measures existential coping mechanisms, recognizing that transcendent beliefs, religious faith, or spiritual practices frequently serve as potent internal buffers against psychiatric despair. It reflects the degree to which an individual’s personal faith or spiritual framework acts as an active resource for emotional stabilization during periods of acute distress.

8. Advocacy/Enrichment (Items 27–30)

This dimension operationalizes generative social engagement, civil rights awareness, and social reintegration. It assesses an individual’s active participation in self-advocacy and defending the rights of peers, involvement in productive labor or activities that enrich the broader community, the deployment of effective coping strategies to defuse social stigma, and possessing adequate financial resources to engage in enriching life opportunities.

6. Theoretical Framework

The conceptual foundation of the Mental Health Recovery Measure is anchored in consumer-survivor literature and contemporary psychiatric rehabilitation theories, particularly the seminal recovery paradigm articulated by William A. Anthony (1993) and the lived-experience scholarship of Patricia Deegan (1988). Anthony conceptualized recovery as a deeply personal, unique process of changing one’s attitudes, values, feelings, goals, skills, and roles—a way of living a satisfying, hopeful, and contributing life even with limitations caused by illness.

The MHRM formally integrates several established psychological paradigms:

• Self-Determination Theory (SDT): Developed by Deci and Ryan, SDT posits that human flourishing depends upon the satisfaction of three innate psychological needs: autonomy, competence, and relatedness. The MHRM mirrors these core imperatives across its subscales: Self-Empowerment mirrors autonomy; Basic Functioning and New Potentials reflect competence; and Advocacy/Enrichment encapsulates relatedness and social integration.
• Social Cognitive Theory and Self-Efficacy: Grounded in Albert Bandura’s model of human agency, the MHRM measures an individual’s perceived capability to execute actions necessary to navigate psychiatric challenges (e.g., “The way I think about things helps me to achieve my goals”). The conviction that one can exert meaningful control over symptom expression and life direction is central to the instrument’s operational model.
• The CHIME Conceptual Framework: Although the MHRM predates the formal meta-synthesis conducted by Leamy et al. (2011), its structural dimensions map onto the internationally recognized CHIME recovery taxonomy: Connectedness (Subscales 2, 4, 8), Hope and optimism (Subscales 1, 6), Identity (Subscales 3, 5), Meaning in life (Subscales 6, 7), and Empowerment (Subscales 1, 2, 8).

By rooting the measurement tool in these theoretical traditions, Bullock and Young established a construct that rejects passive medical-model compliance. Instead, the MHRM models an active, agentic self, restoring human dignity, civil standing, and existential purpose to the center of clinical psychometrics.

7. Validity

The psychometric validity of the Mental Health Recovery Measure has been established across clinical and community mental health cohorts. Empirical studies systematically affirm construct, convergent, discriminant, and predictive validity.

Construct and Factorial Validity

Initial construct validation by Bullock and Young (2003, 2009) confirmed that the 30 items cleanly represent personal recovery dimensions identified through consumer focus groups. Exploratory factor analyses routinely isolate eight inter-correlated components representing the theoretical subscales, which load onto a dominant second-order general recovery dimension. Independent studies evaluating diverse clinical samples—such as individuals with dual diagnosis or schizophrenia-spectrum disorders—support this hierarchical structure.

Convergent Validity

Convergent validity has been established through statistically significant, moderate-to-high correlations with standard instruments measuring theoretically related psychological constructs:

• Hope and Optimism: MHRM total scores correlate positively with the Herth Hope Index (HHI) and the Adult Hope Scale ($r = .65$ to $.78, p < .001$), demonstrating that personal recovery is linked with forward-looking expectations and goal-directed agency.
• Self-Esteem: Strong positive associations are reported with the Rosenberg Self-Esteem Scale (RSES) ($r = .62$ to $.74, p < .001$), confirming that self-redefinition and overall well-being capture healthy, affirmative self-worth.
• Empowerment: Significant positive correlations are documented with the Boston University Empowerment Scale ($r = .58$ to $.70, p < .001$).
• Subjective Quality of Life: Substantial convergence is demonstrated with the Lehman Quality of Life Interview (QOLI) and the World Health Organization Quality of Life instrument (WHOQOL-BREF), specifically across psychological and social relations domains ($r = .50$ to $.68$).

Discriminant and Criterion Validity

Discriminant validity is supported by weak-to-moderate negative correlations between the MHRM and measures of acute psychiatric psychopathology, such as the Brief Psychiatric Rating Scale (BPRS) and the Positive and Negative Syndrome Scale (PANSS) ($r = -.24$ to $-.38$). The fact that these negative correlations are modest confirms a theoretical premise of the recovery model: subjective recovery can progress even while mild-to-moderate clinical symptoms persist. Furthermore, the MHRM correlates negatively with internalized stigma inventories, such as the Internalized Stigma of Mental Illness (ISMI) scale ($r = -.52$ to $-.66$), demonstrating that lower recovery scores reflect self-blame, social withdrawal, and perceived discrimination.

8. Reliability

The reliability of the Mental Health Recovery Measure has been demonstrated across diverse psychiatric cohorts, exhibiting high internal consistency across the total scale and adequate-to-high internal consistency across its constituent subscales.

Internal Consistency

In standard validation cohorts conducted by Bullock and Young (2003, 2009) comprising consumer respondents across community mental health settings, the total 30-item MHRM demonstrated an internal consistency coefficient of Cronbach’s α = .93. Individual subscale reliability coefficients were observed as follows:

• Overcoming Stuckness (4 items): α = .60
• Self-Empowerment (4 items): α = .82
• Learning and Self-Redefinition (4 items): α = .79
• Basic Functioning (4 items): α = .62
• Overall Well-Being (4 items): α = .86
• New Potentials (4 items): α = .62
• Advocacy/Enrichment (4 items): α = .66
• Spirituality (2 items): α = .89

The total scale demonstrates strong internal consistency (α > .90), making it well-suited for both research applications and individual clinical outcome monitoring. The slightly lower alpha values observed for Overcoming Stuckness (α = .60), Basic Functioning (α = .62), and New Potentials (α = .62) reflect the structural breadth of these short, four-item scales, which intentionally sample heterogeneous behavioral facets (e.g., combining nutrition, medication comfort, and recreational participation within Basic Functioning) rather than repetitive, narrow wording.

Test-Retest Stability

Temporal stability assessments over two-week and four-week test-retest intervals in clinically stable outpatients yield intraclass correlation coefficients (ICC) ranging between .78 and .87, demonstrating strong longitudinal reliability. Standard errors of measurement (SEM) remain low across normative cohorts, providing reliable detection of genuine clinical change beyond random score fluctuations.

9. Factor Analysis

The underlying latent architecture of the MHRM has been examined using both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).

Exploratory Factor Structure

During the original scale construction phases, principal axis factoring and principal component analyses with both orthogonal (Varimax) and oblique (Promax) rotations were performed on developmental consumer datasets. The extraction criteria confirmed eight primary factors with eigenvalues exceeding 1.0, aligning with the theoretically derived operational dimensions. Individual item-factor loadings generally exceeded .50 on their designated target dimensions, with minimal complex cross-loadings. Inter-factor correlations were uniformly positive and statistically significant (ranging from $r = .35$ to $.68$), demonstrating that while the eight subscales capture distinct facets of lived experience, they are united under a broader recovery paradigm.

Confirmatory Factor Analysis & Structural Equation Modeling

Subsequent structural modeling has supported a second-order factor structure wherein an overarching general “Personal Recovery” construct accounts for the covariance among the eight first-order factors. Structural equation fit indices for the hierarchical model have repeatedly demonstrated acceptable fit parameters across standard empirical evaluations:

• Comparative Fit Index (CFI): $ge .90$ to $.93$
• Tucker-Lewis Index (TLI): $ge .89$ to $.92$
• Root Mean Square Error of Approximation (RMSEA): $.052$ to $.068$ ($90%\text{ CI } [0.046, 0.074]$)
• Standardized Root Mean Square Residual (SRMR): $le .06$

Brief and Short-Form Factor Validations

Recognizing the need for rapid administration in acute or cognitively demanding clinical settings, subsequent researchers have derived and psychometrically evaluated abbreviated variants of the instrument. Notably, Armstrong et al. (2014) validated a brief version of the Mental Health Recovery Measure in individuals with schizophrenia (including 10-item and 7-item variants). Their CFA confirmed that the essential latent properties of the general recovery construct were preserved with strong model fit ($ ext{CFI} > .95$,$ ext{RMSEA} < .06$), validating the scalability of the MHRM across varying clinical research settings.

10. Instrument / Measurement Tool

• Instrument Name: Mental Health Recovery Measure (MHRM)
• Alternative Title: Bullock and Young Recovery Scale
• Authors: Wesley A. Bullock, Ph.D., and Sharon L. Young, Ph.D.
• Test Type: Standardized self-report rating scale (consumer-oriented outcome measure)
• Target Population: Adults (aged 18+) living with severe and persistent mental illness, psychiatric disabilities, or chronic psychological distress
• Administration Format: Paper-and-pencil self-administration, interactive digital survey, or clinician/peer-facilitated interview
• Completion Time: Approximately 8 to 15 minutes
• Item Count: 30 items
• Response Scale: 5-point Likert rating scale scored from 0 to 4:
  • 0 = Strongly Disagree
  • 1 = Disagree
  • 2 = Not Sure
  • 3 = Agree
  • 4 = Strongly Agree
• Subscale Structural Breakdown:
  • Overcoming Stuckness: Items 1, 2, 3, 4 (Score range: 0–16)
  • Self-Empowerment: Items 5, 6, 7, 8 (Score range: 0–16)
  • Learning and Self-Redefinition: Items 9, 10, 11, 12 (Score range: 0–16)
  • Basic Functioning: Items 13, 14, 15, 16 (Score range: 0–16)
  • Overall Well-Being: Items 17, 18, 19, 20 (Score range: 0–16)
  • New Potentials: Items 21, 22, 23, 24 (Score range: 0–16)
  • Spirituality: Items 25, 26 (Score range: 0–8)
  • Advocacy/Enrichment: Items 27, 28, 29, 30 (Score range: 0–16)
• Scoring and Computational Rules: All 30 items are framed in a positive, recovery-oriented direction; there are no reverse-coded items. The subscale scores are computed by summing the ratings of their assigned items. The Total MHRM Recovery Score is generated by summing all 30 items, producing a total raw score range from 0 to 120. Higher scores consistently reflect greater perceived recovery, empowerment, and self-efficacy. Missing data handling guidelines recommend prorating individual subscale scores if no more than one item per subscale is omitted.

11. Permissions & Fee and Test Year

The Mental Health Recovery Measure (MHRM) was formally developed and introduced to the scientific community in 2003 at the 111th Annual Convention of the American Psychological Association (APA) in Toronto, Canada, by Wesley A. Bullock and Sharon L. Young. Psychometric and normative updates were subsequently published by Bullock in 2009.

Copyright and Usage Policy: The MHRM is copyrighted by Wesley A. Bullock and Sharon L. Young. In keeping with the public mental health ethos of consumer empowerment and psychiatric rehabilitation research, the authors have historically made the measure accessible free of charge for non-commercial clinical, academic, and program evaluation purposes. Researchers, healthcare systems, and clinicians seeking to administer the MHRM, translate it into other languages, or incorporate it into electronic health record (EHR) systems should request formal permission or obtain verified instrument documentation from the primary author via the Department of Psychology at the University of Toledo. Commercial publishers or for-profit entities seeking integration into commercial software suites must secure explicit contractual licensing.

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
• Armstrong, N. P., Cohen, A. N., Hellemann, G., Reist, C., & Young, A. S. (2014). Validating a brief version of the Mental Health Recovery Measure for individuals with schizophrenia. Psychiatric Services, 65(9), 1154–1159. https://doi.org/10.1176/appi.ps.201300305
• Bullock, W. A. (2009). The Mental Health Recovery Measure (MHRM): Updated Normative Data and Psychometric Properties. Department of Psychology, University of Toledo. http://psychology.utoledo.edu/images/MHRM_-_Bullock_-_updated_Normative_and_Psychometric_Data_12-09.pdf
• Bullock, W. A., & Young, S. L. (2003, August). The Mental Health Recovery Measure (MHRM). Paper presented at the 111th Annual Meeting 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
• Leamy, M., Bird, V., Le Boutillier, C., Williams, J., & Slade, M. (2011). Conceptual framework for personal recovery in mental health: Systematic review and narrative synthesis. The British Journal of Psychiatry, 199(6), 445–452. https://doi.org/10.1192/bjp.bp.110.083733
• Young, S. L., & Bullock, W. A. (2003). The Mental Health Recovery Measure. University of Toledo, Department of Psychology (#918), Toledo, OH 43606-3390.

13. Items of the Scale