Social Support and Hindrance for Intervention Tasks

1. Abstract

The Social Support and Hindrance for Intervention Tasks scale (Van Denburg et al., 2025) is a multidimensional psychometric instrument developed to evaluate interpersonal dynamics within behavioral medicine, specifically during structured psychosocial pain interventions such as pain-coping skills training (PCST). Comprising 16 items administered across pre-intervention and post-intervention time points, the instrument measures two distinct dimensions of relational interaction: Support for learning and practicing pain-coping skills (9 items) and Hindrance to learning and practicing pain-coping skills (7 items). Respondents assess their perceptions of a primary romantic partner or designated emotionally close confidant using a 6-point Likert response format ranging from 1 (strongly disagree) to 6 (strongly agree). Scores are averaged to generate composite domain indices, capturing both anticipatory expectations before treatment initiation and retrospective evaluations upon intervention completion.

The scale was developed and psychometrically evaluated in an adult sample presenting with hip or knee osteoarthritis undergoing an 8-session, automated internet-based PCST intervention (painTRAINER / PainCOACH). Exploratory factor analysis employing principal axis factoring with direct oblimin rotation established a robust two-factor structure corresponding cleanly to support and hindrance dimensions, with all item factor loadings meeting or exceeding .60. Reliability analyses demonstrated high internal consistency across assessment intervals: Cronbach’s alpha for the support subscale was .97 at pre-intervention and .92 at post-intervention, whereas alpha coefficients for the hindrance subscale ranged from .87 at pre-intervention to .93 at post-intervention. By disentangling the dual, concurrent forces of supportive facilitation and interpersonal friction within digital health interventions, the scale provides a critical methodological tool for behavioral medicine, couple and family psychology, and chronic disease self-management research.

2. Keywords

Social Support, Interpersonal Hindrance, Pain-Coping Skills Training, Chronic Pain, Osteoarthritis, Behavioral Interventions, Dyadic Coping, Psychometrics, Significant Others, Digital Health Interventions

3. Authors

The Social Support and Hindrance for Intervention Tasks scale was developed by an interdisciplinary team of clinical psychologists, behavioral scientists, and psychometric researchers specializing in psychosocial chronic pain management and interpersonal processes:

• Alyssa N. Van Denburg, Ph.D. (Corresponding Author) — Canning Thoracic Institute, Northwestern Medicine, Lake Forest Hospital, Lake Forest, Illinois, United States. ORCID: 0000-0003-4380-3869. Email: [email protected]. Address: Northwestern Medicine, Lake Forest Hospital, Canning Thoracic Institute, 1000 North Westmoreland Road, Level 1, Pavilion B, Lake Forest, IL 60045, USA.
• Laura S. Porter, Ph.D. — Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, United States.
• Tamara J. Somers, Ph.D. — Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, United States.
• Francis J. Keefe, Ph.D. — Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina, United States.
• Christine Rini, Ph.D. — Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States.

4. Purpose

The primary purpose of the Social Support and Hindrance for Intervention Tasks scale is to quantitatively capture the specific behavioral and emotional ways in which significant others either facilitate or impede an individual’s engagement with, and mastery of, behavioral self-regulation skills during psychological pain interventions. While social support has long been recognized as a salient determinant of health outcomes, traditional psychometric inventories predominantly evaluate general, global perceptions of support availability (e.g., emotional warmth, material assistance) rather than task-specific interpersonal exchanges tied directly to active behavioral change programs.

Chronic pain conditions—such as knee and hip osteoarthritis—impose profound functional limitations and psychological distress that reverberate throughout close interpersonal relationships. Evidence-based interventions, such as cognitive-behavioral pain-coping skills training (PCST), require patients to acquire, practice, and integrate novel self-management strategies into their daily routines. These strategies include relaxation exercises, progressive muscle relaxation, activity pacing, cognitive restructuring, and communicative assertiveness. The successful execution of these demanding behavioral tasks depends heavily on the domestic and relational environment in which the patient resides. When a romantic partner or close family member validates the patient’s efforts, assists in scheduling dedicated practice sessions, and provides encouragement, skill acquisition and long-term adherence are substantially enhanced.

Conversely, significant others can also manifest behaviors that actively undermine or discourage intervention adherence. Close relationship partners may express skepticism regarding the utility of psychological modalities for physiological pain, offer unhelpful or unsolicited advice, criticize the patient’s pacing attempts, minimize intervention tasks as trivial or a waste of time, or react with irritation when domestic routines are disrupted to accommodate homework exercises. Prior research in health psychology confirms that negative social interactions and interpersonal hindrances frequently exert an asymmetrical, more detrimental impact on patient psychological distress and treatment non-adherence than the positive effects of supportive behaviors.

Consequently, this instrument was purpose-built to address critical empirical and clinical needs:

• Pre-Intervention Expectation Profiling: To assess baseline patient anticipations regarding how their significant other will respond to their enrollment in an intensive behavioral intervention, identifying potential relational barriers before treatment failure occurs.
• Post-Intervention Outcome Evaluation: To capture retrospective appraisals of relational support and hindrance enacted throughout the intervention course, facilitating mediator and moderator analyses of treatment outcome variance.
• Digital Health Optimization: To elucidate how dyadic and familial factors influence adherence in self-administered, web-based interventions (such as eHealth platforms like painTRAINER and PainCOACH), where in-person therapeutic accountability is absent and domestic ecological validity is paramount.
• Targeted Dyadic Interventions: To provide clinicians with granular behavioral indicators that can inform the development of adjunct couple-based modules aimed at reducing partner-generated interference while bolstering constructive partner involvement.

5. Psychological Construct

The Social Support and Hindrance for Intervention Tasks instrument measures two distinct, concurrent psychological constructs rooted in interpersonal health psychology: Intervention-Specific Social Support and Intervention-Specific Social Hindrance. These dimensions are conceptualized not as polar opposite ends of a singular continuum, but as functionally distinct, correlated behavioral dimensions that can coexist within the same relationship.

Intervention-Specific Social Support

This construct captures cognitive, affective, and instrumental behaviors enacted by a significant other that validate, facilitate, and sustain the patient’s execution of behavioral intervention tasks. Grounded in functional models of social support, this 9-item dimension integrates three primary modalities of supportive interaction:

• Instrumental and Tangible Support: Concrete actions executed by the partner to remove practical obstacles to skill acquisition. This includes helping the patient find dedicated time amidst domestic obligations (e.g., “Help me make time to do these activities”) and collaborating on practical problem-solving when logistical barriers arise (e.g., “Help me solve any problems that arise”).
• Informational and Cognitive Support: Communicative exchanges that enhance the patient’s comprehension and implementation of cognitive-behavioral tools. This involves offering practical perspectives, clarifying intervention instructions, and assisting with conceptual integration (e.g., “Help me understand things I need to do”; “Offer helpful suggestions”).
• Emotional and Motivational Support: Affective validation and encouragement that reinforce the patient’s self-efficacy, alleviate performance anxiety, and maintain behavioral persistence (e.g., “Say or do things to reassure me”; “Help keep me motivated”; “Be supportive of what I am doing”).

Within the context of chronic pain self-management, high scores on this construct signify an interpersonal micro-environment characterized by collaborative problem-solving, cognitive validation, and structural accommodation, effectively buffering the patient against feelings of isolation and treatment fatigue.

Intervention-Specific Social Hindrance

This 7-item construct reflects negative, disruptive, invalidating, or obstructive partner behaviors that elevate cognitive load, foster negative affect, and impede the patient’s regular execution of intervention exercises. Rather than reflecting simple passive unhelpfulness, interpersonal hindrance embodies active friction across cognitive, emotional, and pragmatic domains:

• Behavioral and Temporal Disruption: Partner actions that constrain the patient’s scheduling autonomy or actively interfere with homework execution (e.g., “Make it hard for me to find time to do these activities”; “Make it harder for me to do the program”).
• Psychological Invalidation and Derision: Verbal and non-verbal communications that denigrate the clinical intervention, demean the patient’s efforts, or induce shame (e.g., “Criticize the things I am doing”; “Make fun of the things I am doing”; “Think the program is a waste of time”).
• Intrusive and Unsolicited Direction: Overbearing or ill-timed communicative inputs that undermine patient autonomy and induce reactance (e.g., “Give me unwanted advice”).
• Affective Conflict and Irritation: Displays of partner frustration, anger, or resentment provoked by the patient’s intervention engagement or altered domestic availability (e.g., “Get irritated with me”).

Elevated levels of intervention-specific hindrance can trigger emotional distress, heighten pain catastrophizing, and prompt avoidance behaviors, leading patients to discontinue practicing pain-coping skills to preserve relational harmony.

6. Theoretical Framework

The conceptual architecture of the Social Support and Hindrance for Intervention Tasks scale integrates several foundational theoretical paradigms spanning interpersonal psychology, behavioral medicine, and chronic disease adaptation.

The Social Provisions Framework

The operationalization of intervention support draws heavily from the classic social provisions framework pioneered by Cutrona and Russell (1990). Cutrona and Russell posited that social relationships provide distinct functional provisions—including reliable alliance, attachment, guidance, and reassurance of worth—which serve as essential stress-buffering mechanisms. Van Denburg and colleagues (2025) translated these broad relational provisions into concrete, task-oriented behavioral manifestations specifically aligned with the pedagogical demands of cognitive-behavioral pain-coping interventions. Rather than assessing whether an individual feels loved in general, the instrument measures whether relational provisions are actively mobilized around intervention tasks, such as homework completion, cognitive reframing, and physiological pacing.

The Interpersonal and Communal Coping Models of Pain

Pain management is intrinsically interpersonal. The scale is anchored in the psychosocial pain management models articulated by Keefe and Somers (2010) and Kroon et al. (2014), alongside the Communal Coping Model of pain. According to these frameworks, pain behaviors and coping efforts do not occur in an intrapsychic vacuum; rather, they serve communicative functions within close dyads. When individuals experience debilitating pain from conditions such as osteoarthritis, their attempts to cope systematically evoke reactions from intimate partners. Partners may interpret patient coping behaviors through cognitive appraisals of threat, burden, or empathy.

Under the communal coping model, interpersonal closeness can foster collaborative dyadic coping, wherein the chronic health stressor is appraised as a shared challenge (“our problem”) rather than an isolated individual burden. However, if partner attributions are negative—attributing the patient’s symptoms to malingering, helplessness, or self-indulgence—the partner is more likely to exhibit critical, dismissive, or obstructive behaviors. The scale captures this bidirectional dynamic by evaluating how relational partners interact with the operational artifacts of coping training.

The Dual-Axis Model of Social Interactions

From a psychometric and structural standpoint, the scale reflects the empirical consensus that positive social interactions (support) and negative social interactions (hindrance) represent quasi-independent, orthogonal dimensions rather than opposite poles of a single construct. Research across health psychology demonstrates that negative social interactions often exert a stronger impact on psychological well-being, neuroendocrine stress responses, and health behaviors than positive support. By modeling support and hindrance as separate factors, the scale permits researchers to observe complex dyadic configurations, such as high support paired with high hindrance (e.g., an over-involved partner who helps schedule practice sessions but frequently criticizes the patient’s execution).

7. Validity

The construct validity of the Social Support and Hindrance for Intervention Tasks scale is grounded in rigorous theoretical formulation, domain-specific item generation, and clear structural evidence derived from its primary evaluation in clinical trials (Van Denburg et al., 2025).

Content and Construct Validity

Content validity was established by deriving items directly from empirically validated psychosocial pain frameworks (Keefe & Somers, 2010; Kroon et al., 2014), established social provisions taxonomy (Cutrona & Russell, 1990), and the concrete operational curriculum of digital pain-coping training protocols (painTRAINER / PainCOACH; Rini et al., 2015). Items were reviewed and curated by leading authorities in clinical pain psychology and behavioral oncology to ensure exhaustive coverage of behavioral support and hindrance without redundant construct contamination.

Structural and Factorial Validity

Exploratory factor analysis provided clear empirical evidence for structural validity. As detailed in Section 9, item factor loadings loaded cleanly onto their hypothesized constructs without substantial cross-loadings, demonstrating that participants intuitively distinguish between supportive actions and obstructive behaviors across pre- and post-intervention time frames.

Predictive, Convergent, and Discriminant Validity Considerations

In the primary validation study by Van Denburg et al. (2025), pre-intervention expectations of partner support and hindrance demonstrated meaningful associations with behavioral adherence metrics (such as the number of modules completed within the automated PCST portal) and post-treatment clinical outcomes (including pain severity, pain-related interference, and psychological distress). Retrospective post-intervention scores captured the lived relational experience during treatment, demonstrating convergent validity with general measures of dyadic adjustment and marital satisfaction, while maintaining discriminant validity from general global social support inventories by explaining unique incremental variance in intervention-specific compliance.

Ongoing clinical investigations continue to establish the criterion validity of the scale across diverse musculoskeletal conditions, evaluating how early hindrance detection can prospectively flag patients at heightened risk of digital intervention attrition.

8. Reliability

The Social Support and Hindrance for Intervention Tasks scale exhibits robust internal consistency across its constituent subscales, time intervals, and clinical formats.

Internal Consistency Metrics

In the foundational psychometric evaluation conducted by Van Denburg et al. (2025) involving patients with hip or knee osteoarthritis participating in an 8-week internet-based PCST trial, reliability coefficients exceeded standard benchmarks for psychometric excellence:

• Support for Learning and Practicing Pain-Coping Skills Scale (9 items):
  • Pre-Intervention Assessment (Expectations): Cronbach’s α = .97
  • Post-Intervention Assessment (Experiences): Cronbach’s α = .92
• Hindrance to Learning and Practicing Pain-Coping Skills Scale (7 items):
  • Pre-Intervention Assessment (Expectations): Cronbach’s α = .87
  • Post-Intervention Assessment (Experiences): Cronbach’s α = .93

These internal consistency metrics, ranging from good (α = .87) to outstanding (α = .97), demonstrate high item homogeneity within each subscale. The stability of these alpha levels across both anticipatory (pre-intervention) and experiential (post-intervention) framings confirms that the items function reliably regardless of whether patients are estimating future probabilities or evaluating past occurrences.

Measurement Stability

While the instrument is inherently designed to detect change across intervention trajectories—and therefore conventional test-retest reliability across an active intervention phase would be conceptually confounded by treatment effects—item-total correlations across both subscales consistently exceeded .55, confirming strong internal coherence without unnecessary item redundancy.

9. Factor Analysis

The underlying dimensionality of the Social Support and Hindrance for Intervention Tasks scale was examined through comprehensive exploratory factor analysis (EFA) to confirm that the empirical structure mirrored the theoretical dichotomy between supportive and hindering partner behaviors.

Extraction and Rotation Methodology

The psychometric evaluation performed by Van Denburg et al. (2025) utilized Principal Axis Factoring (PAF) as the primary extraction method. Because positive social interactions and negative interpersonal friction are known to share an empirical relationship within close personal bonds, an oblique rotation—specifically direct oblimin—was applied. Oblique rotation permits factors to correlate naturally, providing a more ecologically valid representation of real-world dyadic functioning than orthogonal techniques (e.g., Varimax).

Factor Loadings and Structural Findings

The factor extraction process yielded a clean, unambiguous two-factor solution aligning perfectly with the theoretical subscales across both administration intervals:

• Factor 1: Support for Intervention Tasks: All 9 support items loaded heavily onto this factor, with primary factor loadings consistently exceeding .60 across both pre-intervention and post-intervention evaluations. Items assessing instrumental assistance (e.g., helping make time, solving problems) and emotional reinforcement (e.g., keeping motivated, reassuring) loaded uniformly onto this primary latent dimension.
• Factor 2: Hindrance to Intervention Tasks: All 7 hindrance items loaded cleanly onto this distinct second factor, likewise exhibiting factor loadings of .60 or higher. Cross-loadings onto the support factor were negligible, confirming strong discriminant structural properties between supportive and obstructive interaction categories.

Scree plot examinations and eigenvalues (> 1.0 criterion) corroborated the two-factor solution, accounting for a substantial majority of the total variance across both measurement time points. This robust factor stability verifies that intervention-specific support and hindrance represent two distinct latent constructs rather than a singular bipolar dimension.

10. Instrument / Measurement Tool

• Test Type: Original psychometric self-report questionnaire / inventory.
• Format: Structured rating scale; self-administered via paper, clinical digital forms, or internet-based intervention portals. Responses are rated on a 6-point Likert scale: 1 = Strongly disagree, 2 = Disagree, 3 = Disagree a little, 4 = Agree a little, 5 = Agree, 6 = Strongly agree.
• Administration Times:
  • Part 1: Pre-Intervention Assessment: Evaluates prospective expectations regarding how a significant other will respond during an upcoming behavioral program.
  • Part 2: Post-Intervention Assessment: Evaluates retrospective experiences regarding how the significant other actually responded during the completed program.
• Item Count: 16 items per administration interval:
  • Support for Learning and Practicing Pain-Coping Skills: 9 items
  • Hindrance to Learning and Practicing Pain-Coping Skills: 7 items
• Target Population: Adults (aged 18 years and older) presenting with chronic medical or musculoskeletal conditions (e.g., hip/knee osteoarthritis, chronic musculoskeletal pain) enrolled in behavioral or cognitive-behavioral self-management programs.
• Designated Significant Other Definition: Spousal or romantic partner, or—if unpartnered—the primary individual with whom the participant regularly interacts, confides in, and feels emotionally close to.
• Scoring Rules:
  • Responses on each subscale are summed and divided by the total number of subscale items to calculate composite mean scores ranging from 1.0 to 6.0.
  • Support Composite Score: Sum of the 9 support items divided by 9. Higher scores reflect greater anticipated or experienced partner facilitation and encouragement.
  • Hindrance Composite Score: Sum of the 7 hindrance items divided by 7. Higher scores reflect greater anticipated or experienced partner interference, criticism, and obstruction.
  • The two subscale scores are interpreted independently; they are not subtracted from one another, nor combined into a single unitary score.

11. Permissions & Fee and Test Year

• Test Year: 2025 (Advance online publication).
• Copyright & Permissions: The scale was developed by Alyssa N. Van Denburg and colleagues and published in Couple and Family Psychology: Research and Practice (American Psychological Association). The instrument may be utilized free of charge for academic, non-profit scientific research, and educational instructional purposes.
• Commercial Use: Non-commercial. Utilization within proprietary commercial clinical software, commercial mobile applications, or corporate wellness programs requires explicit written permission from the copyright holders.
• Correspondence Address: Dr. Alyssa N. Van Denburg, Northwestern Medicine, Lake Forest Hospital, Canning Thoracic Institute, 1000 North Westmoreland Road, Level 1, Pavilion B, Lake Forest, Illinois 60045, United States. Email: [email protected].

12. References

• Cutrona, C. E., & Russell, D. W. (1990). Type of social support and specific stress: Toward a theory of optimal matching. In B. R. Sarason, I. G. Sarason, & G. R. Pierce (Eds.), Social support: An interactional view (pp. 319–366). John Wiley & Sons.
• Keefe, F. J., & Somers, T. J. (2010). Psychological approaches to understanding and treating arthritis pain. Nature Reviews Rheumatology, 6(4), 210–216. https://doi.org/10.1038/nrrheum.2010.22
• Kroon, F. P., van der Burg, L. R., Buchbinder, R., Osborne, R. H., Johnston, R. V., & Pitt, V. (2014). Self-management education programmes for osteoarthritis. Cochrane Database of Systematic Reviews, 2014(1), CD008963. https://doi.org/10.1002/14651858.CD008963.pub2
• Rini, C., Porter, L. S., Somers, T. J., McKee, D. C., DeVellis, R. F., Smith, M., Winkel, G., Ahern, D. K., Goldman, R., Stasiewicz, P. R., & Keefe, F. J. (2015). Automated internet-based pain coping skills training to decrease osteoarthritis pain: A randomized controlled trial. Pain, 156(5), 837–848. https://doi.org/10.1097/j.pain.0000000000000125
• Van Denburg, A. N., Porter, L. S., Somers, T. J., Keefe, F. J., & Rini, C. (2025). Significant other support and hindrance for intervention tasks: Implications for interventions to improve health and well-being. Couple and Family Psychology: Research and Practice. Advance online publication. https://doi.org/10.1037/cfp0000271

13. Items of the Scale