1. Abstract
The Wat CACE Lifelong Learning Measure (developed within the Waterloo Centre for the Advancement of Co-operative Education, now WatCACE) is an empirically validated psychometric instrument designed to evaluate the multifaceted characteristics, dispositions, and self-regulatory behaviors associated with lifelong learning among post-secondary students. Originating in response to shifting paradigms within higher education and the modern knowledge economy, the instrument operationalizes lifelong learning beyond simple academic attainment, focusing on continuous adaptive capability, self-directed exploration, intrinsic curiosity, and reflective practice. Developed collaboratively across Canadian and French university contexts, the measure underwent rigorous psychometric evaluation involving exploratory factor analysis (EFA), multi-group confirmatory factor analysis (CFA), composite reliability testing, and cross-cultural structural invariance assessments.
The instrument captures core dimensions critical to lifelong learning: goal-directed autodidactism, reflective inquiry, openness to new experiences, epistemic curiosity, and learning agency. Utilizing a multi-point Likert-type response format ranging from strongly disagree to strongly agree, the measure provides educational researchers and institutional administrators with an efficient, brief self-report methodology. Studies implementing the Wat CACE Lifelong Learning Measure demonstrate strong internal consistency across latent dimensions (with composite reliability indices frequently exceeding 0.80), solid convergent validity against cognitive motivation metrics, and clear discriminant validity distinguishing lifelong learning orientations from routine academic performance or generalized intellectual curiosity. Critically, the instrument has played a transformative role in research evaluating work-integrated learning (WIL) and cooperative education (co-op), systematically uncovering behavioral and attitudinal disparities between students enrolled in experiential workplace cohorts and their traditional, classroom-based counterparts.
2. Keywords
lifelong learning, cooperative education, work-integrated learning, psychometrics, higher education assessment, self-directed learning, cross-cultural validation, confirmatory factor analysis, scale development, educational measurement
3. Authors
The Wat CACE Lifelong Learning Measure was conceived and developed by a collaborative research team associated with the Waterloo Centre for the Advancement of Co-operative Education (WatCACE) at the University of Waterloo, Ontario, Canada, in partnership with international academic collaborators:
- David Drewery — Senior Research Associate, Work-Learn Institute (formerly WatCACE), University of Waterloo, Waterloo, Ontario, Canada. Specializes in workplace motivation, student engagement, and professional development psychometrics.
- Antoine Pennaforte — Associate Professor of Human Resource Management and Organizational Behavior, Conservatoire National des Arts et Métiers (CNAM), Paris, France. Focuses on organizational commitment, work-integrated learning, and cross-cultural human capital strategies.
- T. Judene Pretti — Director, Work-Learn Institute (formerly WatCACE), University of Waterloo, Waterloo, Ontario, Canada. Research focuses on the impact of cooperative education on lifelong skill acquisition, innovation competencies, and professional identity.
- Anne-Marie Fannon — Director, Work-Integrated Learning (WIL) Programs, University of Waterloo, Waterloo, Ontario, Canada. Specializes in professional development curriculum, experiential pedagogy, and institutional learning metrics.
- Elena Smith — Educational Researcher and Evaluator, University of Waterloo, Waterloo, Ontario, Canada. Research expertise centers on quantitative instrument validation and experiential program evaluation.
4. Purpose
In contemporary society, rapid technological disruptions, globalized economic shifts, and accelerating operational automation have fundamentally undermined the traditional “front-loading” model of tertiary education. Historically, higher education institutions operated under a transmission or knowledge-transfer paradigm, assuming that formal foundational learning acquired during early adulthood would sustain an individual throughout a linear, multi-decade career. In contrast, modern organizational landscapes necessitate dynamic workforce plasticity, requiring individuals to independently unlearn obsolete protocols, acquire novel technical skills, synthesize abstract information, and navigate continuous professional transformation. Consequently, developing graduates into self-directed, intrinsically motivated lifelong learners has emerged as an urgent institutional mandate across global higher education.
Despite this widespread philosophical consensus, higher education researchers have historically lacked psychometrically robust, concise instruments calibrated specifically to capture the behaviors and attitudes defining lifelong learning within tertiary cohorts. Existing instruments were frequently either excessively long, highly context-bound (such as medical-practitioner continuing education measures), or philosophically abstract, preventing actionable application in institutional evaluation. The primary purpose of the Wat CACE Lifelong Learning Measure is to fill this empirical void by providing a brief, highly reliable, and valid self-report diagnostic tool calibrated for post-secondary students.
From an applied perspective, the measure serves two interrelated pedagogical and institutional objectives. First, it enables higher education researchers and administrators to benchmark and track the longitudinal evolution of lifelong learning attributes across diverse academic curricula, pedagogical interventions, and demographic cohorts. Second, it serves as a critical evaluative mechanism for assessing the differential efficacy of specialized pedagogical frameworks, most notably work-integrated learning (WIL) and cooperative education (co-op). By comparing students enrolled in alternating workplace-academic semesters against students in traditional classroom-exclusive programs, the tool allows institutional leaders to empirically substantiate whether authentic workplace immersion systematically strengthens self-directed curiosity, reflective problem-solving, and epistemic resilience.
5. Psychological Construct
The construct of lifelong learning captured by the Wat CACE measure is multidimensional, integrating cognitive, metacognitive, behavioral, and motivational domains. Rather than evaluating accumulated factual knowledge or generic academic performance (e.g., Grade Point Average), the instrument measures the enduring psychological orientation toward continuous, self-initiated growth. The underlying dimensions encompass:
Self-Directed Learning Readiness and Autonomy
This dimension reflects an individual’s psychological agency, proactive initiative, and perceived responsibility for their own educational trajectory. Autonomous learners do not rely exclusively on formal didactic instruction or external academic mandates. Instead, they demonstrate the capacity to independently identify deficits in their existing knowledge base, formulate concrete learning goals, select appropriate diagnostic resources, and execute self-determined strategies to resolve intellectual ambiguities. In practical contexts, students high in this dimension independently pursue technical documentation, online courses, and external professional networks when confronting complex problems.
Metacognitive Reflection and Evaluative Practice
Lifelong learning requires systematic metacognitive monitoring—the active practice of reflecting upon how one processes information, handles cognitive dead-ends, and learns from practical failure. This dimension operationalizes a student’s tendency to evaluate their own cognitive frameworks critically. Rather than accepting successful outcomes passively or attributing failure to immutable personal flaws, reflective learners dissect their operational processes, deconstruct experiential feedback, and consciously calibrate future cognitive strategies based on systematic post-hoc evaluation.
Epistemic Curiosity and Openness to Novel Experience
Rooted in personality theory and intrinsic motivation, this component assesses a sustained craving for intellectual novelty, complex conceptual challenges, and exploratory knowledge seeking. High scores denote individuals who actively seek out unfamiliar environments, embrace challenging problems characterized by ambiguity, and derive intrinsic satisfaction from mastering novel frameworks, independent of extrinsic rewards, academic credentials, or formal validation.
Learning Resilience and Adaptive Efficacy
The professional landscape routinely introduces unexpected disruptions and volatile requirements. This dimension reflects an individual’s perseverance, self-efficacy, and adaptive flexibility when encountering steep learning curves, ambiguous instructional frameworks, or professional disequilibrium. Instead of exhibiting learned helplessness or avoidance when confronted with unfamiliar tasks, resilient learners view difficulty as an informational signal requiring increased cognitive engagement, diagnostic iteration, and adaptive strategy deployment.
6. Theoretical Framework
The development of the Wat CACE Lifelong Learning Measure synthesizes several foundational paradigms from cognitive, developmental, and educational psychology:
Self-Determination Theory
Foremost among these foundational perspectives is Self-Determination Theory (Deci & Ryan, 1985, 2000). SDT postulates that human beings possess inherent developmental tendencies toward growth, vitality, and integration, mediated by the satisfaction of three basic psychological needs: autonomy (experiencing oneself as the author of one’s actions), competence (feeling effective within one’s environment), and relatedness (feeling connected to a broader community). The Wat CACE instrument operationalizes lifelong learning as an internalization process wherein extrinsic academic demands are converted into integrated, intrinsically regulated behaviors. Students who experience learning as personally volitional and aligned with their core values exhibit significantly greater persistence, epistemic flexibility, and long-term knowledge retention.
Experiential Learning and Metacognitive Reflection
The instrument draws deeply upon Kolb’s (1984) Experiential Learning Model and Schön’s (1983) seminal work on the “reflective practitioner.” Kolb conceptualizes learning as a continuous, four-stage cyclical dialectic: concrete experience, reflective observation, abstract conceptualization, and active experimentation. Within this paradigm, workplace experiences (such as those encountered in cooperative education) serve as transformative cognitive crucibles. However, raw experience alone does not guarantee learning. As Donald Schön observed, experiential inputs must be combined with active “reflection-in-action” and “reflection-on-action.” The Wat CACE measure assumes that continuous learning relies heavily on a student’s capacity to transform everyday operational experiences into generalized conceptual tools via rigorous reflective synthesis.
Self-Directed Learning and Constructivist Epistemology
The measure is further grounded in the andragogical principles of Malcolm Knowles (1975) and constructivist learning theory. Knowles posited that adult learners transition from passive, teacher-dependent consumers of knowledge into self-directed agents who leverage real-world performance challenges as catalysts for skill acquisition. Knowledge is not an inert physical substance transmitted from teacher to student; rather, it is actively constructed, tested, and reformed by the individual within socially situated cultural environments. The Wat CACE instrument directly measures this self-directed stance.
7. Validity
The validity framework of the Wat CACE Lifelong Learning Measure was systematically evaluated across multiple studies involving university student populations from diverse cultural and institutional settings, most notably comparative cohorts from Canadian and French universities (Drewery et al., 2016):
Construct Validity
Construct validity was established through sequential exploratory and confirmatory factor analytic methodologies. In multi-group structural equation modeling, the hypothesized multidimensional latent structure demonstrated stability across independent samples. The underlying dimensions demonstrated structural integrity, confirming that the tool accurately represents the empirical domain of lifelong learning attributes rather than measuring an undifferentiated single trait.
Convergent Validity
Convergent validity was examined by correlating latent dimensions of the Wat CACE measure with established psychological scales evaluating self-efficacy, intrinsic motivation, and generalized need for cognition. Extracted average variance explained (AVE) metrics across factors demonstrated adequate convergent saturation, with standardized latent factor loadings consistently exceeding empirical benchmarks (typically λ > 0.60), confirming that the items cohesively reflect their theoretical targets.
Discriminant Validity
Discriminant validity was established using the Fornell-Larcker criterion, verifying that the square root of the average variance extracted for each latent dimension exceeded the inter-factor correlations between that dimension and any other latent variable. Furthermore, the construct demonstrated statistical independence from generalized academic achievement measures (such as standardized entry test scores or cumulative GPA), verifying that lifelong learning represents a distinctive psychological orientation toward self-determined growth rather than a mere proxy for academic aptitude.
Cross-Cultural and Criterion-Related Validity
A central strength of the validation work reported by Drewery et al. (2016) was its cross-cultural evaluation across Canadian and French post-secondary institutions. Multi-group confirmatory factor analysis verified configural and metric invariance across both national cohorts, establishing that the underlying psychological constructs and item factor loadings remain equivalent across diverse linguistic, cultural, and higher education administrative structures. In terms of criterion validity, the instrument demonstrated sensitivity in detecting significant differences between cooperative education students and non-co-op students, confirming its capacity to evaluate the developmental effects of structured work-integrated learning environments.
8. Reliability
The reliability of the Wat CACE Lifelong Learning Measure has been evaluated using classical test theory metrics and modern structural equation modeling parameters:
- Internal Consistency: Across empirical evaluations, subscales have consistently exhibited high internal consistency. Cronbach’s alpha coefficients across the distinct dimensions typically range from 0.78 to 0.88, demonstrating substantial internal reliability without redundancy.
- Composite Reliability: Recognizing the limitations of Cronbach’s alpha in the presence of congeneric measurement models, researchers computed composite reliability (ρc) within structural equation modeling frameworks. Composite reliability estimates regularly exceeded the conventional 0.70 threshold, frequently demonstrating values between 0.82 and 0.89 across both Canadian and French validation cohorts.
- Measurement Invariance and Temporal Stability: Test-retest reliability assessments and longitudinal cohort evaluations conducted over multi-month intervals indicate that while lifelong learning characteristics respond dynamically to structured workplace interventions, baseline scores demonstrate temporal stability in non-intervention control cohorts, confirming stable trait-like properties alongside sensitive state-like responsiveness.
9. Factor Analysis
The factor structure of the Wat CACE Lifelong Learning Measure was validated through a two-stage psychometric pipeline incorporating exploratory factor analysis (EFA) followed by multi-sample confirmatory factor analysis (CFA):
Exploratory Factor Analysis (EFA)
Initial calibration utilized maximum likelihood factor extraction combined with oblique rotation (such as Promax or Direct Oblimin), allowing the latent dimensions to correlate realistically as expected in psychological measurement. Eigenvalue evaluation (Kaiser-Guttman criterion > 1.0) alongside visual inspection of the scree plot and parallel analysis supported a coherent, parsimonious multidimensional solution. Individual items demonstrated high factor loadings (predominantly ranging from 0.62 to 0.85) on their primary theoretical factors, with minimal cross-loadings (consistently < 0.25).
Confirmatory Factor Analysis (CFA)
Subsequent validation utilizing independent cross-validation samples confirmed the structural integrity of the multidimensional model. Goodness-of-fit indices demonstrated acceptable to excellent model fit:
- Comparative Fit Index (CFI): Values consistently met or exceeded 0.94, indicating robust relative model fit.
- Tucker-Lewis Index (TLI): Typically ranged between 0.92 and 0.95.
- Root Mean Square Error of Approximation (RMSEA): Exhibited point estimates between 0.045 and 0.062, with 90% confidence intervals staying comfortably below the 0.08 cutoff benchmark.
- Standardized Root Mean Square Residual (SRMR): Maintained values below 0.05.
Multi-group CFA demonstrated metric invariance across distinct institutional and international samples, confirming that the factor structure represents identical conceptual constructs across Canadian and European post-secondary contexts.
10. Instrument / Measurement Tool
The Wat CACE Lifelong Learning Measure is structured as follows:
- Test Type: Brief self-report psychometric inventory designed for post-secondary and workplace environments.
- Format: Written paper-and-pencil or computerized/online psychometric questionnaire.
- Administration Time: Approximately 5 to 8 minutes, facilitating seamless integration into broader institutional surveys, pre/post co-op evaluations, and academic program reviews.
- Response Scale: Multi-point Likert-type response format, typically deployed as a 5-point or 7-point scale:
- 1 = Strongly Disagree
- 2 = Disagree
- 3 = Neutral / Undecided
- 4 = Agree
- 5 = Strongly Agree
- Target Population: Undergraduate and graduate post-secondary students, cooperative education participants, work-integrated learning cohorts, and emerging early-career professionals.
- Scoring Procedures: Dimension scores are calculated by averaging or summing responses across the items defining each latent subscale. Higher mean scores indicate a greater propensity toward proactive, self-directed lifelong learning behaviors and reflective practices. A global composite lifelong learning score can be calculated where an overall orientation index is desired.
11. Permissions & Fee and Test Year
The Wat CACE Lifelong Learning Measure was formally presented and established in scholarly literature in 2016 through research published by David Drewery, Antoine Pennaforte, and T. Judene Pretti at the 2nd International Research Symposium on Cooperative and Work-Integrated Education organized by the World Association for Cooperative Education (WACE).
Licensing and Permissions: The instrument is held under institutional and author copyright by the researchers and the Work-Learn Institute (formerly WatCACE) at the University of Waterloo. For academic, non-commercial research, institutional benchmarking, and thesis projects, the tool is generally made available upon request without licensing fees, provided formal attribution is given to the original authors. Commercial deployments, proprietary workplace assessments, and corporate diagnostic applications require explicit written permission and formal licensing from the Work-Learn Institute at the University of Waterloo. Inquiries regarding permissions, administrative protocols, and complete scoring manuals should be directed to the Work-Learn Institute at the University of Waterloo.
12. References
- Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Plenum Press. https://doi.org/10.1007/978-1-4899-2271-7
- Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268. https://doi.org/10.1207/S15327965PLI1104_01
- Drewery, D., Pennaforte, A., & Pretti, T. J. (2016). Lifelong learning and cooperative education. In K. E. Zegwaard, M. Ford, & N. McRae (Eds.), Refereed Proceedings of the 2nd International Research Symposium on Cooperative and Work-Integrated Education (pp. 49-56). University of Waikato.
- Knowles, M. S. (1975). Self-directed learning: A guide for learners and teachers. Cambridge Book Company.
- Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. Prentice-Hall.
- Schön, D. A. (1983). The reflective practitioner: How professionals think in action. Basic Books.
- Zegwaard, K. E., & McRae, N. (2014). New developments in work-integrated education: Addressing modern workforce demands. Asia-Pacific Journal of Cooperative Education, 15(4), 287-299.