Temporal Satisfaction with Life Scale (TSWLS)

Abstract

The Temporal Satisfaction with Life Scale (TSWLS) is a 15-item self-report psychometric instrument developed by Ed Diener, William Pavot, and Eunkook M. Suh (1998) to assess the cognitive judgment of subjective well-being across three distinct temporal horizons: past, present, and future. Extending the classical unidimensional framework established by the widely utilized Satisfaction with Life Scale (SWLS), the TSWLS posits that an individual’s evaluation of life satisfaction is not a static, temporally undifferentiated appraisal, but rather a dynamic cognitive construction influenced by retrospective recall, current situational circumstances, and prospective expectations. The instrument is comprised of three 5-item subscales: Past Life Satisfaction, Present Life Satisfaction, and Future Life Satisfaction. Respondents evaluate each statement using a 7-point Likert scale ranging from 1 (Strongly disagree) to 7 (Strongly agree), generating distinct temporal subscale scores as well as an integrated profile of temporal subjective well-being.

Extensive psychometric investigations have established that the TSWLS possesses robust construct validity, high internal consistency reliability (with Cronbach’s alpha coefficients routinely exceeding .85 across subscales), and stable temporal reproducibility. Confirmatory factor analyses across diverse adult and student cohorts have empirically corroborated a three-factor oblique structural architecture, confirming that while the three temporal dimensions are moderately intercorrelated, they represent functionally separable psychological constructs. The scale demonstrates meaningful convergent and discriminant validity with generalized happiness, positive and negative affectivity, optimism, hope, depression, and retrospective memory biases. Consequently, the TSWLS serves as an invaluable assessment tool within positive psychology, clinical diagnostics, developmental psychology, and longitudinal life-span research.

Keywords

Temporal Satisfaction with Life Scale, TSWLS, Subjective Well-Being, Life Satisfaction, Temporal Perspective, Positive Psychology, Psychometrics, Past Satisfaction, Present Satisfaction, Future Satisfaction, Cognitive Appraisal, Scale Validation

Authors

The Temporal Satisfaction with Life Scale was developed by prominent researchers in the field of personality psychology and well-being science:

• William Pavot, Ph.D. — Professor of Psychology at Southwest Minnesota State University, Marshall, Minnesota, United States. Dr. Pavot has published extensively on the measurement and conceptualization of subjective well-being, cognitive life appraisals, and the contextual factors governing self-report well-being metrics.
• Ed Diener, Ph.D. (1946–2021) — Often colloquially referred to as “Dr. Happiness,” Dr. Diener was the Alumni Professor of Psychology at the University of Illinois at Urbana-Champaign and a Senior Scientist for the Gallup Organization. He was a pioneering figure in the empirical study of subjective well-being (SWB), having authored the original Satisfaction with Life Scale (SWLS) in 1985 and over 400 scientific publications on human flourishing, life quality, and hedonic adaptation.
• Eunkook Mark Suh, Ph.D. — Professor of Psychology at Yonsei University, Seoul, South Korea. Dr. Suh’s empirical research specializes in cross-cultural well-being, personality architecture, and the intersection between social contexts and happiness appraisals across East Asian and Western populations.

Purpose

The primary purpose of the Temporal Satisfaction with Life Scale (TSWLS) is to provide a multi-temporal evaluation of an individual’s cognitive satisfaction with their existence. Prior to the development of the TSWLS, the overwhelming majority of empirical research within the science of subjective well-being relied on temporally unconstrained instruments, most notably the seminal 5-item Satisfaction with Life Scale (Diener et al., 1985). While the SWLS successfully captured global life satisfaction, it introduced an interpretive ambiguity: researchers could not determine whether an individual’s self-report reflected their current day-to-day conditions, nostalgic satisfaction with previous achievements, or optimistic anticipation of future accomplishments.

Pavot, Diener, and Suh (1998) designed the TSWLS to disentangle these temporal strands. Human consciousness is fundamentally characterized by chronesthesia, or mental time travel—the capacity to mentally project oneself backward into the autobiographical past and forward into hypothetical futures. When individuals evaluate their lives, their self-concept is inherently distributed across these temporal zones. Measuring subjective well-being along a single temporal axis obscures vital psychological dynamics. For instance, a patient undergoing arduous medical treatment or rehabilitation might report low current life satisfaction, yet maintain exceptionally high future satisfaction driven by therapeutic hope and recovery expectations. Conversely, a retiring corporate executive might experience profound past satisfaction regarding their career legacy, coupled with acute anxiety or low life satisfaction regarding an unstructured future.

The TSWLS addresses these nuances across both research and clinical domains:

• Research Utility: Allows investigators to model dynamic shifts in well-being over life-course transitions (e.g., retirement, divorce, academic matriculation, trauma recovery) and explore how temporal discounting, optimism, and autobiographical memory biases interact with psychological functioning.
• Clinical & Counseling Applications: Serves as a diagnostic and therapeutic monitoring instrument. In cognitive-behavioral therapy (CBT), acceptance and commitment therapy (ACT), and narrative therapy, the scale highlights temporal imbalances, such as rumination on past regret, experiential avoidance of the present, or catastrophic anticipation of the future. Clinicians can quantitatively track whether interventions facilitate temporal reconciliation and balanced cognitive time perspectives.

Psychological Construct

The psychological construct evaluated by the TSWLS is the cognitive-judgmental component of subjective well-being across time. Subjective well-being is widely conceptualized as comprising three major components: frequent positive affect, infrequent negative affect, and a cognitive judgment of life satisfaction. Affect represents rapid, valenced emotional states that fluctuate in response to immediate stimuli, whereas life satisfaction represents a conscious, reflective judgment wherein individuals evaluate their life circumstances against their own idiosyncratic standards, expectations, and personal values.

The TSWLS models this cognitive appraisal as tripartite:

1. Past Life Satisfaction

Past Life Satisfaction represents an individual’s retrospective evaluation of their historical autobiography. This subscale measures the degree to which an individual views their past life conditions as favorable, successful, and congruent with their historical desires. Low scores on this dimension frequently indicate unresolved trauma, regret, and perceived wasted potential, whereas elevated scores reflect nostalgic integration, self-forgiveness, and a sense of autobiographical fulfillment. Crucially, research in memory and cognition indicates that retrospective life satisfaction is not a direct mathematical sum of experienced past moments, but a reconstructive appraisal governed by the peak-end rule, current emotional state, and personal narrative construction.

2. Present Life Satisfaction

Present Life Satisfaction captures the appraisal of one’s immediate, contemporary life circumstances. This dimension asks respondents to evaluate whether their current reality aligns with their internal standards, whether their current conditions are excellent, and whether they possess the resources and relationships they currently desire. Present life satisfaction is heavily responsive to concurrent life stressors, immediate health status, ongoing social support, and current goal progress. It represents the temporal equivalent of the traditional SWLS framework.

3. Future Life Satisfaction

Future Life Satisfaction measures prospective well-being—an individual’s expectations, anticipations, and subjective certainty regarding the quality of their upcoming life course. Grounded in cognitive models of expectancy, hope, and dispositional optimism, this dimension reflects an individual’s belief that their future conditions will be excellent and that they will attain the goals they value. High future satisfaction indicates prospective resilience, goal efficacy, and self-concordance, whereas depressed scores often accompany hopelessness, existential dread, and anhedonic expectations regarding future life events.

Theoretical Framework

The conceptual foundation of the TSWLS integrates several major paradigms in personality, social, and cognitive psychology:

Top-Down vs. Bottom-Up Models of Subjective Well-Being

In the literature on subjective well-being, two competing theoretical models have historically explained life satisfaction. The bottom-up model posits that global life satisfaction is a summation of momentary pleasurable and painful experiences across discrete life domains (e.g., work, health, relationships). In contrast, the top-down model argues that individuals possess stable cognitive predispositions, personality traits (such as extraversion and low neuroticism), and perceptual interpretive styles that systematically color their evaluations of life experiences. The TSWLS bridges these models across the temporal spectrum. While present satisfaction is often vulnerable to bottom-up events, past and future satisfactions are predominantly governed by top-down narrative schemas, self-efficacy beliefs, and cognitive framing.

Temporal Self-Appraisal Theory

Formulated by Anne Wilson and Michael Ross (2001), Temporal Self-Appraisal Theory demonstrates that people maintain positive self-regard by strategically derogating their distant past selves to generate a subjective sense of improvement over time, while simultaneously viewing their past triumphs with nostalgic affinity. The TSWLS captures these evaluative judgments, permitting empirical verification of whether individuals systematically rate their future satisfaction higher than their present satisfaction, and their present higher than their past—a phenomenon known as the “temporal trajectory of subjective well-being.”

Zimbardo Time Perspective Theory

According to Philip Zimbardo and John Boyd’s (1999) Time Perspective Theory, individuals develop habitual cognitive biases toward the past (negative or positive), the present (fatalistic or hedonistic), or the future (goal-oriented). A healthy psychological profile, termed a balanced time perspective, requires the capacity to flexibly shift between past appreciation, present engagement, and future planning. The TSWLS operationalizes the evaluative-satisfaction counterpart to Zimbardo’s motivational time orientation, enabling researchers to test how satisfaction across time zones correlates with psychological adjustment.

Cognitive Discrepancy Theory

Alex Michalos’s (1985) Multiple Discrepancies Theory (MDT) asserts that satisfaction is a function of perceived gaps between what one currently has and what one wants, what others have, the best one previously had, and what one expects to have in the future. The TSWLS directly quantifies the cognitive output of these comparison mechanisms across time, allowing the empirical mapping of discrepancies between past achievements, current status, and future aspirations.

Validity

The construct, convergent, discriminant, and criterion-related validity of the Temporal Satisfaction with Life Scale have been rigorously evaluated across multiple independent investigations since its introduction by Pavot, Diener, and Suh in 1998.

Construct and Factorial Validity

In the original validation studies conducted by Pavot et al. (1998), exploratory and confirmatory factor analyses supported the hypothecated three-factor structure. Items designed to assess past satisfaction loaded uniquely and strongly onto a past factor (loadings ranging from .73 to .88), present items loaded onto a present factor (.77 to .90), and future items loaded onto a future factor (.76 to .89). Subsequent independent structural evaluations, notably by McIntosh (2001), confirmed that a three-factor oblique model exhibited superior goodness-of-fit indices (CFI > .95, RMSEA < .06) compared to alternative unidimensional (single-factor) or two-factor models.

Convergent Validity

The TSWLS exhibits robust convergent correlations with established psychometric measures of well-being and related affective traits:

• Satisfaction with Life Scale (SWLS): The Present Life Satisfaction subscale of the TSWLS correlates extremely highly with the classical SWLS (typical r values ranging between .82 and .91), demonstrating that the present subscale reliably captures the core construct of global life satisfaction.
• Affectivity: The subscales demonstrate expected moderate-to-strong positive correlations with the Positive Affect subscale of the PANAS (ranging from .38 to .52) and moderate negative correlations with the Negative Affect subscale (-.30 to -.48).
• Optimism and Hope: The Future Life Satisfaction subscale correlates strongly with Scheier and Carver’s Life Orientation Test-Revised (LOT-R; r ≈ .55 to .65) and Snyder’s Hope Scale, verifying that future satisfaction is intrinsically linked to prospective goal agency and optimism.
• Self-Esteem: All three subscales correlate positively with the Rosenberg Self-Esteem Scale (RSES), with the strongest associations routinely observed for present and future life satisfaction (r ≈ .45 to .60).

Discriminant Validity

Crucially, despite sharing common variance related to general psychological adjustment, the three temporal subscales are sufficiently distinct from one another. Inter-factor correlations typically range between .45 and .68, confirming that past, present, and future satisfaction are non-redundant constructs. Furthermore, discriminant validity analyses demonstrate that the TSWLS does not merely reflect neuroticism or negative emotionality; when controlling for the Big Five personality traits, the TSWLS continues to account for unique variance in subjective vitality, somatic symptoms, and global functioning (McIntosh, 2001).

Reliability

The Temporal Satisfaction with Life Scale has consistently demonstrated exceptional reliability indices across a wide variety of demographic groups, clinical cohorts, and linguistic adaptations:

Internal Consistency

In the initial scale development study by Pavot, Diener, and Suh (1998), the internal consistency of each 5-item temporal subscale was assessed using Cronbach’s coefficient alpha ($lpha$):

• Past Life Satisfaction: $lpha = .89$ to $.92$
• Present Life Satisfaction: $lpha = .91$ to $.93$
• Future Life Satisfaction: $lpha = .87$ to $.91$

Independent replications across international samples have confirmed these elevated levels of internal consistency. For instance, McIntosh (2001) reported Cronbach’s alphas of .89 for Past, .91 for Present, and .88 for Future satisfaction. Corrected item-total correlations across all 15 items consistently exceed .60, indicating that each item shares substantial common variance with its respective temporal domain without psychometric redundancy.

Test-Retest Stability

Pavot et al. (1998) evaluated the temporal stability of the TSWLS over multiple test-retest intervals:

• Two-Week Interval: Stability coefficients were observed at $r = .84$ for Past Satisfaction, $r = .86$ for Present Satisfaction, and $r = .81$ for Future Satisfaction.
• One-Month Interval: Stability coefficients remained robust, with coefficients of $r = .79$ for Past, $r = .80$ for Present, and $r = .74$ for Future satisfaction.

These findings demonstrate that while the scale measures stable cognitive schemas, the Future Life Satisfaction subscale typically exhibits slightly more temporal variability than the Past and Present subscales, consistent with the theoretical premise that prospective expectations are inherently more open to revision in response to shifting life events.

Factor Analysis

The structural integrity of the TSWLS has been extensively scrutinized using both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).

Exploratory Factor Analysis Findings

During initial scale construction, Pavot et al. (1998) conducted principal axis factoring with oblique (promax/direct oblimin) rotation on the 15 items. The analysis revealed three clear eigenvalues exceeding 1.0, accounting for over 70% of the total variance. Factor 1 uniquely captured items 1 through 5 (Past), Factor 2 captured items 6 through 10 (Present), and Factor 3 captured items 11 through 15 (Future). There were negligible cross-loadings across alternative factors (all cross-loadings < .25), demonstrating clean structural separation.

Confirmatory Factor Analysis & Model Fit

Subsequent psychometric evaluations have contrasted several competing structural models using maximum likelihood estimation:

1. Model 1 (Single-Factor Model): All 15 items loading onto an undifferentiated global life satisfaction factor. This model yields consistently poor fit indices across all published datasets (e.g., $\chi^2 / df > 8.5$, $ ext{CFI} < .70$,$ ext{RMSEA} > .15$).
2. Model 2 (Three-Factor Orthogonal Model): Three temporal factors constrained to be completely uncorrelated ($r = 0$). This model also fails to fit the empirical data ($ ext{CFI} < .80$,$ ext{RMSEA} > .11$).
3. Model 3 (Three-Factor Oblique Model): Three correlated first-order factors representing Past, Present, and Future satisfaction. This model provides an outstanding fit to empirical data across studies (e.g., McIntosh, 2001: $\chi^2 (87) = 176.42, p < .001$, $ ext{CFI} = .97$,$ ext{TLI} = .96$,$ ext{RMSEA} = .048$ [90% CI: .038, .059], $ ext{SRMR} = .041$).

Representative standardized factor loadings ($lambda$) from CFA investigations indicate that all items load substantially onto their target latent constructs:

• Past Dimension: Item 1 ($lambda pprox .68$), Item 2 ($lambda pprox .86$), Item 3 ($lambda pprox .88$), Item 4 ($lambda pprox .84$), Item 5 ($lambda pprox .76$).
• Present Dimension: Item 6 ($lambda pprox .74$), Item 7 ($lambda pprox .90$), Item 8 ($lambda pprox .91$), Item 9 ($lambda pprox .85$), Item 10 ($lambda pprox .79$).
• Future Dimension: Item 11 ($lambda pprox .65$), Item 12 ($lambda pprox .88$), Item 13 ($lambda pprox .89$), Item 14 ($lambda pprox .86$), Item 15 ($lambda pprox .78$).

Instrument / Measurement Tool

• Instrument Name: Temporal Satisfaction with Life Scale (TSWLS)
• Assessment Type: Self-report psychological scale / Psychometric inventory
• Construct Measured: Cognitive evaluation of subjective well-being across past, present, and future horizons
• Number of Items: 15 items
• Subscales (3):
  • Past Life Satisfaction: Items 1, 2, 3, 4, 5 (5 items)
  • Present Life Satisfaction: Items 6, 7, 8, 9, 10 (5 items)
  • Future Life Satisfaction: Items 11, 12, 13, 14, 15 (5 items)
• Response Scale: 7-point Likert-type rating format:
  • 7 = Strongly agree
  • 6 = Agree
  • 5 = Slightly agree
  • 4 = Neither agree nor disagree
  • 3 = Slightly disagree
  • 2 = Disagree
  • 1 = Strongly disagree
• Scoring Procedures:
  • All 15 items are positively phrased; no reverse-scoring is required.
  • Subscale Scores: Sum the numerical responses for the 5 items corresponding to each temporal horizon. Subscale scores range from 5 to 35:
    • 31 – 35: Extremely high satisfaction
    • 26 – 30: High satisfaction
    • 21 – 25: Slightly satisfied
    • 20: Neutral point
    • 15 – 19: Slightly dissatisfied
    • 10 – 14: Dissatisfied
    • 5 – 9: Extremely dissatisfied
  • Composite Score: An overall temporal life satisfaction score can be computed by summing all 15 items (range: 15 to 105), though retaining separate subscale scores is strongly recommended to preserve temporal differentiation.
• Administration Time: Approximately 3 to 5 minutes
• Target Population: Adolescents and adults (ages 14+) with standard reading literacy

Permissions & Fee and Test Year

The Temporal Satisfaction with Life Scale (TSWLS) was published in 1998 by William Pavot, Ed Diener, and Eunkook M. Suh in the Journal of Personality Assessment. Following the established open-science principles of Dr. Ed Diener and his collaborators, the TSWLS is considered an open-access psychometric instrument for academic, scientific, clinical, and non-commercial educational purposes.

No fee or formal licensing application is required for research or individual counseling use, provided that the original authors and their foundational validation publication are accurately cited. Researchers and healthcare practitioners are free to administer, reproduce, or translate the scale in scientific research projects without written copyright permissions. For large-scale commercial deployments, proprietary corporate testing platforms, or for-profit publications, users should consult the relevant journal copyright holders (Taylor & Francis / Routledge) and surviving intellectual property representatives.

References

• Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The Satisfaction with Life Scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13
• McIntosh, C. N. (2001). Report on the construct validity of the Temporal Satisfaction With Life Scale. Social Indicators Research, 54(1), 37–56. https://doi.org/10.1023/A:1010005312538
• Michalos, A. C. (1985). Multiple Discrepancies Theory (MDT). Social Indicators Research, 16(4), 347–413. https://doi.org/10.1007/BF00333288
• Pavot, W. (2008). The assessment of subjective well-being: Successes and shortfalls. In M. Eid & R. J. Larsen (Eds.), The science of subjective well-being (pp. 124–140). Guilford Publications.
• Pavot, W., & Diener, E. (1993). The affective and cognitive context of self-reported measures of subjective well-being. Social Indicators Research, 28(1), 1–20. https://doi.org/10.1007/BF01077797
• Pavot, W., Diener, E., & Suh, E. (1998). The Temporal Satisfaction with Life Scale. Journal of Personality Assessment, 70(2), 340–354. https://doi.org/10.1207/s15327752jpa7002_11
• Simmons, C. A. (2013). Tools for Strengths-Based Assessment and Evaluation. Springer Publishing Company, 89–90. ISBN: 978-0-8261-9958-4.
• Wilson, A. E., & Ross, M. (2001). From chump to champ: People’s appraisals of their earlier and present selves. Journal of Personality and Social Psychology, 80(4), 572–584. https://doi.org/10.1037/0022-3514.80.4.572
• Zimbardo, P. G., & Boyd, J. N. (1999). Putting time in perspective: A valid, reliable individual-differences metric. Journal of Personality and Social Psychology, 77(6), 1271–1288. https://doi.org/10.1037/0022-3514.77.6.1271

13. Items of the Scale (Questionnaire)