Mattering Scale

Abstract

The Mattering Scale, developed by sociologists Gregory C. Elliott, Szu-Yin Kao, and Ann-Marie Grant (2004), is a widely recognized psychometric instrument designed to evaluate the subjective perception that one makes a difference in the world and is significant to others. Rooted in the foundational sociological theories of Morris Rosenberg, the instrument operationalizes interpersonal mattering as a multi-component psychological construct comprising three interrelated yet empirically distinct dimensions: Awareness (the perception that others pay attention to and recognize one’s presence), Importance (the belief that others genuinely care about, invest in, and take pride in one’s well-being and accomplishments), and Reliance (the appraisal that others look to oneself for assistance, advice, and instrumental support). Composed of 24 self-report items evaluated on a 5-point Likert scale ranging from 1 (Strongly Disagree) to 5 (Strongly Agree), the scale includes balanced positively and negatively phrased items, with 12 items requiring reverse-scoring. Extensive psychometric evaluations demonstrate high internal consistency across all three subscales across diverse adult and adolescent cohorts, with Cronbach’s alpha coefficients consistently ranging from .80 to .87. Structural equation modeling and confirmatory factor analyses confirm robust factorial validity, while concurrent, convergent, and discriminant validation studies establish mattering as a distinct construct separable from global self-esteem, perceived social support, and generalized belongingness. The Mattering Scale serves as an invaluable diagnostic and empirical tool across clinical, developmental, and social psychological research, notably predicting critical psychological outcomes including depressive symptoms, alienation, and suicidal ideation.

Keywords

Mattering Scale, interpersonal mattering, psychological mattering, Awareness, Importance, Reliance, Gregory C. Elliott, Morris Rosenberg, self-concept, social psychological assessment, psychometrics, suicidal ideation, adolescent mental health, social connectedness

Authors

The Mattering Scale was developed and psychometrically validated by a research team at the University of Maryland, College Park, led by:

• Gregory C. Elliott, Ph.D. — Professor of Sociology, Department of Sociology, University of Maryland, College Park. Dr. Elliott is a prominent social psychologist specializing in the social psychology of the self, self-concept, adolescent development, and the interpersonal dynamics of mattering and alienation.
• Szu-Yin Kao, Ph.D. — Researcher and methodologist affiliated with the Department of Sociology at the University of Maryland, contributing extensively to quantitative measurement, survey methodology, and psychometric validation within sociological research.
• Ann-Marie Grant, Ph.D. — Sociologist and psychometrician whose scholarly work addresses the empirical validation of social-psychological constructs, youth socialization, and measurement invariance in developmental populations.

Corresponding academic inquiries regarding the foundational instrument are historically directed to the Department of Sociology, University of Maryland, College Park, MD 20742, USA.

Purpose

The overarching objective of the Mattering Scale is to provide a rigorous, theoretically sound, and psychometrically validated operationalization of interpersonal mattering. For decades following Morris Rosenberg’s seminal introduction of the concept in the late 1970s and early 1980s, empirical research into mattering was severely constrained by the lack of standardized, validated measurement tools. Many early investigations relied on ad hoc single-item or brief multi-item indices that failed to capture the conceptual richness of the construct or establish robust psychometric properties. Elliott, Kao, and Grant (2004) constructed the 24-item Mattering Scale specifically to rectify these methodological deficits and capture the distinct cognitive-affective facets through which individuals evaluate their relational significance.

The clinical and diagnostic rationale for measuring mattering centers on its unique role as a fundamental psychological buffer against psychological distress, despair, and self-destructive behavior. Unlike global self-esteem, which reflects an individual’s private, evaluative judgment of their own self-worth (i.e., “Am I a person of value?”), interpersonal mattering reflects a relational, outward-facing appraisal of one’s significance to a social collective or specific significant others (i.e., “Do I make a difference to anyone else?”). Research has shown that individuals may maintain moderate self-esteem while simultaneously experiencing profound relational alienation, believing that their presence or absence would go unnoticed by the world. The Mattering Scale facilitates the early identification of this relational void, which represents a potent vulnerability factor for major depressive disorder, social withdrawal, self-harm, and suicidal behavior.

In research settings, the Mattering Scale provides investigators across sociology, counseling, educational psychology, and clinical psychology with a reliable instrument to assess the mechanisms linking social structural position to subjective well-being. It is extensively applied to explore transitions across the life course, such as adolescent identity formation, collegiate adjustment, workplace marginalization, and the psychological experiences of aging populations. By dissecting mattering into its constituent dimensions—Awareness, Importance, and Reliance—the scale enables researchers to assess whether interventions should target general social visibility, deeper emotional connection, or the facilitation of meaningful social roles wherein individuals are depended upon by their peers and communities.

Psychological Construct

Interpersonal mattering is defined as the psychological experience of being significant to others—the subjective perception that one is an object of attention, an entity of genuine concern, and a source of assistance to other human beings. The Mattering Scale operationalizes this construct across three core subscales:

1. Awareness

Awareness reflects the fundamental cognitive baseline of mattering: the perception that other individuals actively notice, acknowledge, and recognize one’s physical and social existence. It is the antithesis of feeling invisible, erased, or socially imperceptible. As conceptualized by Elliott and colleagues, awareness represents a prerequisite condition for higher-order interpersonal bonds; an individual cannot reasonably believe they are cherished or relied upon if their physical presence is completely overlooked by their peers.

Within the scale, Awareness is captured by items assessing social recognition, visibility at gatherings, and whether peers notice when the respondent arrives or departs. For instance, endorsement of items such as “People are usually aware of my presence” reflects high subjective visibility, whereas agreement with reverse-scored items such as “Sometimes, I feel almost as if I were invisible” or “People tend not to remember my name” captures profound social imperceptibility and interpersonal neglect.

2. Importance

Importance represents the affective and evaluative core of interpersonal mattering. It encapsulates the belief that other people genuinely care about one’s welfare, invest emotional energy in one’s life trajectories, take authentic pride in one’s achievements, and would be actively diminished by one’s absence. While Awareness captures cognitive recognition, Importance measures emotional significance and mutual vulnerability.

Items measuring Importance evaluate whether others celebrate the individual’s successes, empathize with their difficulties, and exhibit active interest in their existential continuity. A critical indicator within this subscale is item 8: “No one would notice if one day I disappeared” (reverse-scored), which serves as a potent marker of existential insignificance. Conversely, items such as “My successes are a source of pride to the people in my life” and “I have noticed that people will sometimes inconvenience themselves to help me” measure the perception that others are willing to expend social and emotional capital because of the individual’s inherent value.

3. Reliance

Reliance constitutes the behavioral and instrumental dimension of mattering. It denotes the subjective appraisal that other individuals actively depend on the respondent for guidance, emotional support, practical assistance, and advice during times of adversity. Being the object of someone else’s reliance provides the individual with agency, functional utility, and reciprocal standing within social exchanges.

This subscale contrasts sharply with traditional operationalizations of perceived social support, which typically quantify what the individual receives from others. Reliance directly captures what the individual provides to others, reflecting the human psychological imperative to be needed. Items such as “When people need help, they come to me,” “Often, people trust me with things that are important to them,” and “People count on me to be there in times of need” illustrate this instrumental indispensability.

Theoretical Framework

The theoretical architecture of the Mattering Scale is rooted in symbolic interactionism, particularly the foundational sociological insights of Charles Horton Cooley (1902) and George Herbert Mead (1934). Under the symbolic interactionist paradigm, the self-concept is not an intrinsic, isolated cognitive structure; rather, it is a socially constructed entity that emerges dynamically through ongoing communicative interactions with significant others. Cooley’s seminal metaphor of the “looking-glass self” posits that individuals observe the reactions of others toward them, imagine how they are perceived and evaluated, and internalize those imagined judgments into their core self-identity. If others treat an individual with indifference, disregard, or instrumental dismissal, the individual internalizes a profound sense of interpersonal irrelevance.

Sociologist Morris Rosenberg explicitly synthesized these interactionist principles in his conceptualization of mattering (Rosenberg & McCullough, 1981). Rosenberg argued that beyond assessing our self-esteem (evaluating our personal worth), we constantly monitor our relational significance to the human environment. Rosenberg originally articulated three components: attention (the other commands our notice), importance (the other commands our concern), and ego-extension (the other views our fate as intertwined with their own). Elliott, Kao, and Grant (2004) refined and extended Rosenberg’s formulation into a rigorous measurement model. They maintained Awareness and Importance while reformulating the active, reciprocal behavioral dimension into Reliance, arguing that being depended upon is one of the most powerful interpersonal validations of the self available in social life.

The construct further intersects with contemporary psychological paradigms, including Self-Determination Theory (Ryan & Deci, 2000) and Roy Baumeister and Mark Leary’s (1995) “Need to Belong” theory. In Self-Determination Theory, relatedness is conceptualized as an essential, universal human psychological need. Mattering enriches this perspective by illustrating that relatedness cannot be satisfied merely by passive affiliation or belonging to a collective; the individual must perceive that their personal presence meaningfully influences the relational network. Gordon Flett and colleagues (2016, 2020) have further expanded this theoretical lineage by highlighting the construct of “anti-mattering”—the active, painful cognitive schema that one does not matter, which leads to intense feelings of alienation, marginalization, and psychological distress.

Validity

The Mattering Scale has undergone rigorous empirical validation across multiple psychometric studies, confirming its construct, convergent, discriminant, and predictive validity.

Construct and Factorial Validity

During its initial validation by Elliott et al. (2004), the structural viability of the 24-item scale was tested across multiple independent samples of university students and general adult populations. Both exploratory and confirmatory factor analytic procedures confirmed that a three-factor model—delineating Awareness, Importance, and Reliance—demonstrated superior fit compared to single-factor or two-factor alternatives. Subsequent independent psychometric investigations, such as the comprehensive construct validation study conducted by France and Finney (2009), further explored the hierarchical nature of the scale, validating that while the three subscales are moderately correlated (intercorrelations typically ranging from .45 to .65), each subscale contributes unique, non-redundant variance to the overarching construct of global interpersonal mattering.

Convergent Validity

Convergent validity has been established through statistically significant, theoretically consistent correlations with established psychological measures:

• Self-Esteem: Substantial positive correlations have been observed with the Rosenberg Self-Esteem Scale (RSES; $r$ values commonly ranging between .48 and .62), reflecting that positive self-evaluations are deeply connected to, yet not identical with, relational significance.
• Perceived Social Support: Moderate to high positive correlations with instruments such as the Multidimensional Scale of Perceived Social Support (MSPSS; $r pprox .50 – .65$), confirming that feeling supported facilitates feelings of mattering.
• Loneliness: Strong inverse correlations with the UCLA Loneliness Scale ($r pprox -.55$ to $-.70$), demonstrating that mattering directly counteracts subjective social isolation.

Discriminant Validity

Despite significant correlations with self-esteem and social support, empirical tests of discriminant validity indicate that the Mattering Scale captures a distinct psychological phenomenon. Latent variable modeling demonstrates that the items of the Mattering Scale load on separate latent factors from self-esteem and perceived support items. Crucially, multivariate regression analyses show that mattering accounts for significant incremental variance in psychological distress, alienation, and life satisfaction after statistically controlling for global self-esteem, neuroticism, and objective social network size.

Predictive and Clinical Validity

The predictive power of the Mattering Scale is especially prominent in clinical and behavioral domains. Elliott, Colangelo, and Gelles (2005) established that low mattering scores—specifically within the Importance and Reliance dimensions—are potent predictors of suicidal ideation and adolescent delinquency. The perception that “no one would notice if one day I disappeared” emerges as a profound cognitive vulnerability factor for suicidal intent, corroborating Thomas Joiner’s Interpersonal Psychological Theory of Suicide (specifically the construct of “thwarted belongingness”). In educational settings, the scale reliably predicts academic persistence, school engagement, and reduced risk of institutional dropout.

Reliability

The Mattering Scale exhibits exemplary reliability across diverse empirical investigations, demonstrating high internal consistency and structural stability:

Internal Consistency

In the seminal validation paper by Elliott, Kao, and Grant (2004), internal consistency was examined across three distinct adult and adolescent samples. The subscales demonstrated robust Cronbach’s alpha ($lpha$) coefficients:

• Awareness Subscale (8 items): $lpha = .83$ (Sample 1), $lpha = .87$ (Sample 2), and $lpha = .82$ (Sample 3).
• Importance Subscale (10 items): $lpha = .84$ (Sample 1), $lpha = .86$ (Sample 2), and $lpha = .80$ (Sample 3).
• Reliance Subscale (6 items): $lpha = .83$ (Sample 1), $lpha = .87$ (Sample 2), and $lpha = .83$ (Sample 3).

The total 24-item composite scale consistently achieves Cronbach’s alpha coefficients exceeding $.90$ (typically $lpha = .91 – .93$). In subsequent studies, McDonald’s omega ($\omega$) estimates have similarly supported composite reliability, with hierarchical omega values demonstrating that the subscales possess sufficient unique variance to warrant independent interpretation alongside the total mattering composite score.

Temporal Stability

Test-retest reliability assessments conducted over intervals of two to four weeks have shown high stability coefficients ($r_{tt} pprox .80 – .85$), confirming that while interpersonal mattering is responsive to significant changes in social relational contexts, it operates as a relatively stable social-cognitive orientation under normative conditions.

Factor Analysis

The structural dimensionality of the 24-item Mattering Scale has been extensively evaluated using both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).

Exploratory Factor Structure

Initial principal axis factoring with oblique (Promax) rotation conducted by Elliott et al. (2004) revealed three distinct eigenvalues exceeding Kaiser’s criterion of 1.0, explaining a substantial proportion of the total item variance. The rotated factor solution yielded a clear, interpretable simple structure:

• Factor 1 (Awareness): High primary loadings (ranging from .51 to .78) from items 1, 4, 7, 9, 13, 16, 18, and 21, with negligible cross-loadings (< .25) on remaining factors.
• Factor 2 (Importance): Salient primary loadings (ranging from .46 to .76) from items 3, 6, 8, 11, 14, 15, 19, 20, 22, and 23.
• Factor 3 (Reliance): Strong primary loadings (ranging from .54 to .81) from items 2, 5, 10, 12, 17, and 24.

Confirmatory Factor Analysis and Model Fit

Confirmatory factor analyses across subsequent investigations (e.g., France & Finney, 2009) have scrutinized the three-factor correlated model against competing structural alternatives:

• One-Factor Model: Collapsing all 24 items onto a single omnibus mattering dimension yields poor model fit ($\chi^2/ ext{df} > 4.5$, $ ext{CFI} < .82$,$ ext{RMSEA} > .09$,$ ext{SRMR} > .08$), demonstrating that mattering cannot be reduced to an undifferentiated single continuum.
• Three-Factor Correlated Model: Specifying Awareness, Importance, and Reliance as three oblique, correlated latent factors significantly improves fit ($\chi^2/ ext{df} pprox 2.1 – 2.6$, $ ext{CFI} pprox .92 – .94$,$ ext{TLI} pprox .91 – .93$,$ ext{RMSEA} pprox .051 – .058$,$ ext{SRMR} pprox .048$).
• Higher-Order (Bifactor) Model: Modeling a general mattering superordinate factor alongside three orthogonal specific group factors also exhibits good psychometric fit, supporting both the calculation of specific subscale scores and an overall composite mattering index.

Measurement invariance testing across gender and age cohorts indicates strict metric and scalar invariance, confirming that the scale functions equivalently across men and women and can be used for unbiased group comparisons.

Instrument / Measurement Tool

• Full Instrument Name: Mattering Scale
• Instrument Authors: Gregory C. Elliott, Szu-Yin Kao, and Ann-Marie Grant (2004)
• Test Type: Self-report psychometric rating scale
• Administration Format: Paper-and-pencil or computerized self-administered questionnaire
• Target Population: Adolescents (aged 12+) and adults
• Administration Time: Approximately 5 to 10 minutes
• Total Item Count: 24 items
• Response Scale: 5-point Likert rating scale:
  • (1) Strongly Disagree
  • (2) Disagree
  • (3) Neutral
  • (4) Agree
  • (5) Strongly Agree
• Subscale Breakdown:
  • Awareness (8 items): Items 1, 4, 7, 9, 13, 16, 18, 21
  • Importance (10 items): Items 3, 6, 8, 11, 14, 15, 19, 20, 22, 23
  • Reliance (6 items): Items 2, 5, 10, 12, 17, 24
• Reverse-Scoring Instructions: Exactly 12 items are negatively worded and must be reversed prior to computing subscale or composite scores: Items 3, 4, 7, 8, 10, 11, 13, 14, 15, 16, 18, and 22. In reverse scoring, $1
  ightarrow 5$, $2
  ightarrow 4$, $3
  ightarrow 3$, $4
  ightarrow 2$, and $5
  ightarrow 1$.
• Scoring and Interpretation:
  • Subscale Scores: Calculated by summing the scores of the corresponding items (after reversing negative items) or by computing the mean item score (range 1.0 to 5.0) to retain the original metric.
  • Total Composite Score: Calculated by summing all 24 items (ranging from 24 to 120) or computing the overall mean item response (range 1.0 to 5.0).
  • Interpretation: Higher numerical scores indicate a stronger perceived sense of mattering, social visibility, relational importance, and peer reliance. Lower scores identify perceived alienation, social imperceptibility, and relational irrelevance.

Permissions & Fee and Test Year

The Mattering Scale was published in 2004 by Gregory C. Elliott, Szu-Yin Kao, and Ann-Marie Grant in the peer-reviewed journal Self and Identity. The scale was established as a public domain social-psychological research instrument for educational, academic, and non-commercial clinical research. No licensing fees or purchase royalties are required to administer the scale for non-commercial scientific research. It has additionally been cataloged by the National Institutes of Health (NIH) consensus-based PhenX Toolkit (Protocol #071201) as a standard psychosocial assessment protocol. Researchers and practitioners employing the scale are expected to cite the original validation publication (Elliott et al., 2004) in any academic presentations, theses, or publications resulting from its use.

References

• Baumeister, R. F., & Leary, M. R. (1995). The need to belong: Desire for interpersonal attachments as a fundamental human motivation. Psychological Bulletin, 117(3), 497–529. https://doi.org/10.1037/0033-2909.117.3.497
• Cooley, C. H. (1902). Human nature and the social order. Charles Scribner’s Sons.
• Elliott, G. C., Colangelo, M. F., & Gelles, R. J. (2005). Mattering and suicide ideation: Establishing and elaborating a relationship. Social Psychology Quarterly, 68(3), 223–238. https://doi.org/10.1177/019027250506800303
• Elliott, G. C., Kao, S., & Grant, A. (2004). Mattering: Empirical validation of a social-psychological concept. Self and Identity, 3(4), 339–354. https://doi.org/10.1080/13576500444000119
• Flett, G. L., Goldstein, A. L., Pechenkov, I. G., Nepon, T., & Wekerle, C. (2016). Antecedents, correlates, and consequences of feeling mattered versus not mattering in adolescents. Journal of Psychoeducational Assessment, 34(7), 675–688. https://doi.org/10.1177/0734282916651531
• Flett, G. L., & Nepon, T. (2020). Mattering and anti-mattering: Conceptual, empirical, and clinical advances. In G. L. Flett (Ed.), The Psychology of Mattering: Understanding the Human Need to be Significant. Academic Press.
• France, M. G., & Finney, S. J. (2009). What matters in the measurement of mattering? A construct validity study. Measurement and Evaluation in Counseling and Development, 42(4), 104–120. https://doi.org/10.1177/0748175609344093
• Mead, G. H. (1934). Mind, self, and society from the standpoint of a social behaviorist. University of Chicago Press.
• Rosenberg, M., & McCullough, B. C. (1981). Mattering: Inferred significance and mental health among adolescents. Research in Community and Mental Health, 2, 163–182.
• Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78. https://doi.org/10.1037/0003-066X.55.1.68

13. Items of the Scale (Questionnaire)