Perceptions of Parents Scales (POPS)

Abstract

The Perceptions of Parents Scales (POPS) represent a foundational psychometric suite within Self-Determination Theory (SDT), designed to assess children’s and late adolescents’ subjective appraisals of parental socialization practices. Originating from the theoretical conceptualization of the familial environment by Edward L. Deci, Richard M. Ryan, and Wendy S. Grolnick, the POPS evaluates the degree to which mothers and fathers provide an optimal interpersonal context characterized by autonomy support, involvement, and—in older cohorts—warmth. The measurement battery comprises two distinct, developmentally calibrated instruments: the Child Scale (Grolnick et al., 1991), containing 22 forced-choice items (11 maternal, 11 paternal) utilizing a four-point developmental rating format suitable for elementary and middle school children as young as eight years of age; and the College-Student Scale (Robbins, 1994), consisting of 42 items (21 maternal, 21 paternal) administered on a 7-point Likert scale to evaluate late adolescents and emerging adults across six discrete dimensions (Maternal and Paternal Autonomy Support, Involvement, and Warmth). Psychometric investigations across diverse developmental, educational, and clinical samples demonstrate robust construct validity, high internal consistency (Cronbach’s α typically ranging from .70 to .90 across subscales), replicated exploratory and confirmatory factor structures, and strong criterion-related validity with respect to children’s intrinsic academic motivation, perceived competence, self-worth, emotional self-regulation, and psychosocial adjustment.

Keywords

Perceptions of Parents Scales, POPS, Self-Determination Theory, Parental Autonomy Support, Parental Involvement, Parental Warmth, Parenting Styles, Child Motivation, Academic Internalization, Psychological Autonomy

Authors

The Perceptions of Parents Scales were developed through collaborative empirical and theoretical programs at the University of Rochester and affiliated academic departments:

• Wendy S. Grolnick, Ph.D. — Professor of Psychology, Frances L. Hiatt School of Psychology, Clark University, Worcester, Massachusetts. Dr. Grolnick is an internationally recognized expert on parenting styles, developmental motivation, and parental autonomy support.
• Richard M. Ryan, Ph.D. — Co-developer of Self-Determination Theory; Professor of Psychology at the Institute for Positive Psychology and Education, Australian Catholic University, Sydney, Australia, and Professor Emeritus of Psychology at the University of Rochester, Rochester, New York.
• Edward L. Deci, Ph.D. — Co-developer of Self-Determination Theory; Professor Emeritus of Psychology and Gowen Professor in the Social Sciences at the University of Rochester, Rochester, New York.
• Robert J. Robbins, Ph.D. — Clinical and developmental psychologist who developed the College-Student version of the POPS under the supervision of Richard M. Ryan at the Department of Psychology, University of Rochester.

Purpose

The primary psychometric purpose of the Perceptions of Parents Scales is to capture children’s phenomenological experiences of their primary socialization environment. Rather than relying upon parent self-report or third-party behavioral observations, the POPS operates on the foundational premise that a child’s direct cognitive appraisal of parental behavior exerts the most proximal and determinative psychological impact on their motivational development, internalization of cultural and educational values, and general psychological well-being (Grolnick et al., 1991).

Decades of developmental research indicate that parent self-reports often suffer from social desirability bias, cognitive dissonance, and retrospective distortion. Concurrently, while naturalistic or laboratory observational methods provide objective metrics, they are limited by sampling constraints and artificial observer effects. The POPS addresses these methodological challenges by querying the child directly. The child functions as an active processor of parenting cues, perceiving whether parental actions nurture their core developmental drives or constrain their psychological agency.

In clinical and educational settings, the POPS serves several specific purposes:

• Differentiating Maternal vs. Paternal Contributions: The instrument disaggregates child perceptions across mother (or maternal caregiver) and father (or paternal caregiver) independently, enabling researchers and clinicians to examine differential parental influences, compensatory parenting dynamics, and discordant parental climates.
• Diagnostic Assessment of Motivation Deficits: The POPS is deployed to pinpoint familial antecedents of school disengagement, amotivation, academic alienation, and behavioral difficulties in primary and secondary schools.
• Evaluation of Family Interventions: Clinicians utilize the scales pre- and post-intervention to assess changes in how children perceive parental communication, emotional availability, and punitive control strategies.
• Investigating Late-Adolescent Separation-Individuation: The college-student version assesses how autonomy-supportive parental guidance facilitates healthy developmental transitions into emerging adulthood, autonomous career decision-making, and intrinsic value formation (Niemiec et al., 2009).

Psychological Construct

The POPS operationalizes an optimal parenting environment into three interrelated, yet psychometrically and conceptually distinct, dimensions anchored in humanistic and organismic developmental psychology:

1. Autonomy Support

Parental autonomy support refers to the structural and interpersonal provisions made by parents to acknowledge, value, and foster the child’s independent agency, internal frame of reference, and self-governed volition. An autonomy-supportive parent minimizes the deployment of coercive tactics, controlling language (e.g., “should,” “must”), conditional love, or arbitrary directives. Instead, such parents offer meaningful choices, explain the rationale behind rules and non-intrinsically motivating tasks, acknowledge negative feelings, and encourage self-initiated problem-solving. In the POPS, autonomy support is contrasted directly with psychological control and authoritarian imposition (“because I am the boss”). For example, an autonomy-supportive parent is perceived as one who encourages independent decision-making and remains emotionally balanced when the child makes mistakes or underperforms academically.

2. Involvement

Parental involvement represents the dedication of parental psychological, tangible, and emotional resources to the child. Involvement entails taking an active interest in the child’s daily endeavors, knowing what transpires in their academic and social worlds, dedicating time to bidirectional communication, and offering reliable availability. In the POPS, involvement is distinctly differentiated from overprotection or intrusive enmeshment; it denotes benign, nurturing presence and resource mobilization without controlling strings attached. A child who perceives high parental involvement views their mother or father as someone who consistently finds time to talk, asks about school activities, communicates with educators, and shows genuine interest in their inner life.

3. Warmth (College-Student Scale)

Included specifically in the late-adolescent/college-student battery, parental warmth reflects unconditional positive regard, emotional acceptance, affection, and responsiveness. Warmth provides the fundamental relational safety net that secures attachment. It captures whether the emerging adult feels prized, loved for who they are, and valued independent of their outward achievements. Subscale items assess whether the parent accepts the student as they are, expresses deep love and affection, and avoids pervasive disappointment, hostility, or emotional rejection.

Theoretical Framework

The theoretical architecture of the POPS is firmly grounded in Self-Determination Theory (SDT), specifically within Basic Psychological Needs Theory (BPNT) and Organismic Integration Theory (OIT) (Ryan & Deci, 2000; Ryan & Deci, 2017). SDT posits that human beings possess an innate, constructive developmental tendency toward growth, coherence, and psychological integration. However, this growth propensity is not automatic; it requires supportive socio-contextual conditions.

Within SDT, three universal, basic psychological needs must be continuously satisfied for optimal functioning:

• Autonomy: The experience of volition, self-endorsement, and agency in one’s actions.
• Competence: The experience of mastery, effectiveness, and capability to affect meaningful outcomes.
• Relatedness: The sense of belonging, connectedness, and being cared for by significant others.

As articulated by Grolnick, Deci, and Ryan (1997), parenting behaviors map directly onto the affordances necessary to fulfill these core human needs. Autonomy support provides the essential interpersonal nutrient for the satisfaction of the need for autonomy, protecting the child from heteronomous control and introjection. Involvement and warmth provide the developmental context that satisfies the need for relatedness, reassuring the child that they are cherished and protected. Concurrently, when parents provide autonomy support paired with structure and involvement, children acquire clear feedback and informational guidance, effectively satisfying the need for competence.

Under Organismic Integration Theory, the socialization process is viewed as a movement along a continuum of extrinsic motivation toward internalization. Children naturally tend to internalize external values, regulations, and social responsibilities (e.g., doing homework, obeying community rules). When parents are controlling, children internalize norms only partially, resulting in external regulation (compliance driven by reward/punishment) or introjected regulation (compliance driven by guilt, shame, or contingent self-esteem). In contrast, when parents are autonomy-supportive and involved, children experience integrated and identified self-regulation, endorsing values willingly and experiencing intrinsic motivation and genuine self-worth.

Validity

Extensive psychometric investigations have established robust evidence supporting the construct, convergent, discriminant, and criterion-related validity of both POPS variants across diverse demographics and cultures.

Construct and Structural Validity

Construct validity was initially confirmed by Grolnick, Ryan, and Deci (1991) in a foundational sample of elementary and junior high school students (Grades 3 through 6). Exploratory and confirmatory factor analyses verified that children clearly distinguish between autonomy support and involvement, and evaluate mothers and fathers as distinct relational actors. Intercorrelations between the four subscales revealed moderate associations, confirming related yet discrete underlying constructs without structural redundancy.

Convergent and Criterion Validity

In the original validation study (Grolnick et al., 1991), perceived parental autonomy support and involvement correlated significantly with children’s inner motivational resources: perceived cognitive competence, internal locus of control, autonomous self-regulation for academic tasks, and general self-worth. Structural equation modeling substantiated that children’s motivational resources mediated the relationship between parental behaviors and objective school achievement (standardized achievement test scores and teacher-rated academic competence).

In late-adolescent cohorts, Robbins (1994) established that scores on the College-Student POPS correlated positively with autonomous causality orientations, self-actualization, self-esteem, and subjective vitality. Conversely, low perceived parental autonomy support was strongly predictive of separation-individuation pathology, identity diffusion, anxiety, and depression. A landmark longitudinal study by Niemiec, Ryan, and Deci (2009) demonstrated that perceived parental autonomy support and warmth measured during college prospectively predicted young adults’ intrinsic life aspirations (e.g., meaningful relationships, personal growth, community contribution) versus extrinsic aspirations (e.g., wealth, fame, image), which in turn directly predicted post-college life satisfaction and psychological health over a 1- to 2-year longitudinal span.

Multi-Informant Validity

Crucially, validation work by Robbins (1994) collected self-report data directly from the parents of participating college students. Findings demonstrated significant multi-informant concordance: college students’ perceptions of paternal autonomy support were positively associated with fathers’ own self-reported self-esteem and psychological well-being. Furthermore, student perceptions of maternal autonomy support correlated significantly with mothers’ self-reported autonomous causality orientations, demonstrating that the POPS captures authentic parental characteristics rather than mere subjective projection.

Reliability

The reliability coefficients reported across empirical studies confirm that both the Child and College-Student POPS possess sound internal consistency and temporal stability.

Child Scale Reliability

In Grolnick, Ryan, and Deci’s (1991) psychometric evaluation involving 456 children in Grades 3 to 6, the internal consistency (Cronbach’s α) for the four subscales demonstrated acceptable to strong reliability for pediatric populations:

• Mother Autonomy Support: α = .72 to .78
• Mother Involvement: α = .69 to .74
• Father Autonomy Support: α = .73 to .80
• Father Involvement: α = .74 to .81

Test-retest reliability across a 4-to-6-week interval yielded stability coefficients ranging between .65 and .78, indicating substantial temporal consistency while remaining appropriately sensitive to structural shifts in family dynamics.

College-Student Scale Reliability

Robbins (1994) and subsequent studies (e.g., Niemiec et al., 2009) revealed high internal reliability across all six dimensions in late adolescents and adults, typically exceeding conventional psychometric thresholds:

• Mother Autonomy Support: α = .84 to .88
• Mother Involvement: α = .75 to .83
• Mother Warmth: α = .85 to .91
• Father Autonomy Support: α = .88 to .92
• Father Involvement: α = .80 to .87
• Father Warmth: α = .88 to .93

Factor Analysis

Empirical evaluations of the latent structure of the POPS have repeatedly substantiated the theoretical dimensionality posited by Self-Determination Theory.

Child POPS Structural Analysis

Grolnick et al. (1991) performed exploratory factor analysis (EFA) with oblimin and varimax rotations on the 22 items of the Child Scale. The scree plot and eigenvalue-greater-than-one criterion revealed an invariant four-factor solution:

1. Mother Involvement (5 items)
2. Mother Autonomy Support (6 items)
3. Father Involvement (5 items)
4. Father Autonomy Support (6 items)

Primary factor loadings for target items clustered tightly between .42 and .76, with cross-loadings universally remaining below .25. Confirmatory factor analyses (CFA) performed on independent school-based cohorts have supported this model, exhibiting strong fit indices (e.g., CFI ≥ .94, TLI ≥ .93, RMSEA ≤ .048).

College-Student POPS Structural Analysis

For the 42-item College-Student POPS, structural equation modeling and maximum likelihood factor extraction with oblique rotation demonstrated that maternal and paternal ratings load cleanly onto their respective target dimensions, establishing a six-factor solution:

• Maternal Autonomy Support (9 items)
• Maternal Involvement (6 items)
• Maternal Warmth (6 items)
• Paternal Autonomy Support (9 items)
• Paternal Involvement (6 items)
• Paternal Warmth (6 items)

Confirmatory factor analytic investigations by Robbins (1994) and Niemiec et al. (2009) confirmed that a model differentiating autonomy support, warmth, and involvement fits the data significantly better than alternative unidimensional or two-factor models (e.g., combining warmth and involvement, or combining autonomy support and warmth). Standardized CFA factor loadings across indicators generally range from .52 to .86.

Instrument / Measurement Tool

• Instrument Name: Perceptions of Parents Scales (POPS)
• Alternative Titles: Child POPS; College-Student POPS; Robbins POPS
• Target Population:
  • Child Version: Children and young adolescents aged 8 to 14 (Grades 3 to 8).
  • College-Student Version: Late adolescents, emerging adults, and college students (aged 17 and older).
• Administration Format: Paper-and-pencil self-report or computer-administered interactive questionnaire. Can be administered individually or in classroom settings.
• Administration Time:
  • Child Version: 15–20 minutes.
  • College-Student Version: 10–15 minutes.
• Item Configuration:
  • Child Version: 22 total items (11 maternal items, 11 paternal items). Each item consists of four graded descriptive statements (a, b, c, d).
  • College-Student Version: 42 total items (21 maternal items, 21 paternal items).
• Response Scales:
  • Child Version: Four-option forced-choice categorical statements per item reflecting a 1-to-4 progressive behavioral continuum.
  • College-Student Version: 7-point Likert scale ranging from 1 (“not at all true”) to 4 (“somewhat true”) to 7 (“very true”).
• Subscales & Scoring Rules (Child Scale):
  • Direct Scored Items (Options a → 1, b → 2, c → 3, d → 4): Items 1, 4, 7, 9, 10, 12, 15, 18, 20, 21.
  • Reverse Scored Items (Options a → 4, b → 3, c → 2, d → 1): Items 2, 3, 5, 6, 8, 11, 13, 14, 16, 17, 19.
  • Mother Involvement: Average of Items 1, 3, 5, 9, 11.
  • Mother Autonomy Support: Average of Items 2, 4, 6, 7, 8, 10.
  • Father Involvement: Average of Items 12, 14, 16, 20, 22.
  • Father Autonomy Support: Average of Items 13, 15, 17, 18, 19, 21.
• Subscales & Scoring Rules (College-Student Scale):
  • Reverse-coded items (Subtract raw response from 8): Items 2, 6, 12, 13, 14, 15, 20, 21 (Maternal) and 23, 27, 33, 34, 35, 36, 41, 42 (Paternal).
  • Mother Involvement: Mean of Items 3, 6(R), 9, 12(R), 15(R), 18.
  • Mother Autonomy Support: Mean of Items 1, 2(R), 5, 8, 11, 14(R), 17, 19, 21(R).
  • Mother Warmth: Mean of Items 4, 7, 10, 13(R), 16, 20(R).
  • Father Involvement: Mean of Items 24, 27(R), 30, 33(R), 36(R), 39.
  • Father Autonomy Support: Mean of Items 22, 23(R), 26, 29, 32, 35(R), 38, 40, 42(R).
  • Father Warmth: Mean of Items 25, 28, 31, 34(R), 37, 41(R).

Permissions & Fee and Test Year

The Child Scale of the POPS was published in 1991 by Wendy S. Grolnick, Richard M. Ryan, and Edward L. Deci. The College-Student Scale was established in 1994 as part of Robert J. Robbins’ doctoral research under the direction of Richard M. Ryan. In alignment with the academic mission of the Center for Self-Determination Theory (CSDT), the Perceptions of Parents Scales are open-access measurement tools. They are freely accessible for scholarly research, educational assessments, and non-commercial clinical practices without licensing fees. Researchers and practitioners are permitted to download, reproduce, and administer the scales provided appropriate academic citation is maintained.

References

• Grolnick, W. S., Deci, E. L., & Ryan, R. M. (1997). Internalization within the family: The self-determination theory perspective. In J. E. Grusec & L. Kuczynski (Eds.), Parenting and children’s internalization of values: A handbook of contemporary theory (pp. 135–161). John Wiley & Sons.
• Grolnick, W. S., Ryan, R. M., & Deci, E. L. (1991). Inner resources for school achievement: Motivational mediators of children’s perceptions of their parents. Journal of Educational Psychology, 83(4), 508–517. https://doi.org/10.1037/0022-0663.83.4.508
• Niemiec, C. P., Ryan, R. M., & Deci, E. L. (2009). The path taken: Consequences of attaining intrinsic and extrinsic aspirations in post-college life. Journal of Research in Personality, 43(3), 291–306. https://doi.org/10.1016/j.jrp.2008.08.004
• Robbins, R. J. (1994). An assessment of perceptions of parental autonomy support and control: Child and parent correlates (Unpublished doctoral dissertation). Department of Psychology, University of Rochester, Rochester, NY.
• 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
• Ryan, R. M., & Deci, E. L. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Publications. https://doi.org/10.1521/978.14625/28769

13. Items of the Scale (Questionnaire)