Abstract
Imagining future events is a crucial cognitive process in adaptation, but impairments have been identified in a range of mental disorders. Taking a functional approach to future thinking, this paper reports on the development and deployment of a scale to assess the frequency of self-reported functions of future thinking: The Functions of Future Thinking Scale (FoFTS). In Study 1 (N = 565) items were developed and subjected to exploratory factor analysis. Ten factors were extracted representing distinct purposes of future thinking: Boredom Reduction, Death Preparation, Identity Contrasting, Negative Emotion Regulation, Social Bonding, Goal Setting, Planning, Problem-Solving, Decision-Making, and Positive Emotion Regulation. Construct, convergent and divergent validity were established. The FoFTS predicted unique variance in transdiagnostic variables even after accounting for frequency, attitudes, and clarity of future thought. In Study 2 (N = 467), confirmatory factor analysis showed the 10-factor FoFTS model was an excellent fit to the data. In Study 3 (N = 106) it was shown that participants with probable major depression, relative to non-depressed participants, reported a significantly different profile of future thinking for different purposes. In conclusion, the FoFTS can be used to examine future thinking from a functional perspective and may help enrich models of psychopathology.
Similar content being viewed by others
References
American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders: DSM-IV-TR. American Psychiatric Association.
Anderson, F. T., & McDaniel, M. A. (2019). Hey buddy, why don’t we take it outside: An experience sampling study of prospective memory. Memory & Cognition, 47, 47–62. https://doi.org/10.3758/s13421-018-0849-x.
Atance, C. M., & O'Neill, D. K. (2001). Episodic future thinking. Trends in Cognitive Sciences, 5(12), 533–539. https://doi.org/10.1016/S1364-6613(00)01804-0.
Baird, B., Smallwood, J., & Schooler, J. W. (2011). Back to the future: Autobiographical planning and the functionality of mind-wandering. Consciousness and Cognition, 20(4), 1604–1611. https://doi.org/10.1016/j.concog.2011.08.007.
Barlow, D. H., Farchione, T. J., Sauer-Zavala, S., Latin, H. M., Ellard, K. K., Bullis, J. R., et al. (2017). Unified protocol for transdiagnostic treatment of emotional disorders: Therapist guide. Oxford University Press.
Barsics, C., Van der Linden, M., & D'Argembeau, A. (2016). Frequency, characteristics, and perceived functions of emotional future thinking in daily life. The Quarterly Journal of Experimental Psychology, 69(2), 217–233. https://doi.org/10.1080/17470218.2015.1051560.
Beaty, R. E., Seli, P., & Schacter, D. L. (2019). Thinking about the past and future in daily life: An experience sampling study of individual differences in mental time travel. Psychological Research, 83(4), 805–816. https://doi.org/10.1007/s00426-018-1075-7.
Berntsen, D., & Jacobsen, A. S. (2008). Involuntary (spontaneous) mental time travel into the past and future. Consciousness and Cognition, 17(4), 1093–1104. https://doi.org/10.1016/j.concog.2008.03.001.
Blackwell, S. E., Rius-Ottenheim, N., Schulte-van Maaren, Y. W., Carlier, I. V., Middelkoop, V. D., Zitman, F. G., et al. (2013). Optimism and mental imagery: A possible cognitive marker to promote well-being? Psychiatry Research, 206(1), 56–61. https://doi.org/10.1016/j.psychres.2012.09.047.
Bluck, S., Alea, N., Habermas, T., & Rubin, D. C. (2005). A tale of three functions: The self–reported uses of autobiographical memory. Social Cognition, 23(1), 91–117. https://doi.org/10.1521/soco.23.1.91.59198.
Carl, J. R., Soskin, D. P., Kerns, C., & Barlow, D. H. (2013). Positive emotion regulation in emotional disorders: A theoretical review. Clinical Psychology Review, 33(3), 343–360. https://doi.org/10.1016/j.cpr.2013.01.003.
Carstensen, L. L., Isaacowitz, D. M., & Charles, S. T. (1999). Taking time seriously: A theory of socioemotional selectivity. American Psychologist, 54(3), 165–181. https://doi.org/10.1037//0003-066x.54.3.165.
Chen, G., Gully, S. M., & Eden, D. (2001). Validation of a new general self-efficacy scale. Organizational Research Methods, 4, 62–83. https://doi.org/10.1177/109442810141004.
Cole, S. N., & Berntsen, D. (2016). Do future thoughts reflect personal goals? Current concerns and mental time travel into the past and future. The Quarterly Journal of Experimental Psychology, 69(2), 273–284. https://doi.org/10.1080/17470218.2015.1044542.
Cole, S. N., Morrison, C. M., & Conway, M. A. (2013). Episodic future thinking: Linking neuropsychological performance with episodic detail in young and old adults. The Quarterly Journal of Experimental Psychology, 66(9), 1687–1170. https://doi.org/10.1080/17470218.2012.758157.
Conversano, C., Rotondo, A., Lensi, E., Della Vista, O., Arpone, F., & Reda, M. A. (2010). Optimism and its impact on mental and physical well-being. Clinical Practice and Epidemiology in Mental Health: CP & EMH, 6, 25–29. https://doi.org/10.2174/1745017901006010025.
Conway, M. A., Loveday, C., & Cole, S. N. (2016). The remembering–imagining system. Memory Studies, 9, 256–265. https://doi.org/10.1177/1750698016645231.
Corruble, E., Damy, C., & Guelfi, J. D. (1999). Impulsivity: a relevant dimension in depression regarding suicide attempts? Journal of affective disorders, 53(3), 211–215. https://doi.org/10.1016/S0165-0327(98)00130-X.
D’Argembeau, A., & Van der Linden, M. (2004). Phenomenal characteristics associated with projecting oneself back into the past and forward into the future: Influence of valence and temporal distance. Consciousness and Cognition, 13(4), 844–858. https://doi.org/10.1016/j.concog.2004.07.007.
D'Argembeau, A., Renaud, O., & Van Der Linden, M. (2011). Frequency, characteristics and functions of future-oriented thoughts in daily life. Applied Cognitive Psychology, 25(1), 96–103. https://doi.org/10.1002/acp.1647.
Drost, J., Van der Does, W., van Hemert, A. M., Penninx, B. W., & Spinhoven, P. (2014). Repetitive negative thinking as a transdiagnostic factor in depression and anxiety: A conceptual replication. Behaviour Research and Therapy, 63, 177–183. https://doi.org/10.1016/j.brat.2014.06.004.
Duffy, J., & Cole, S. N. (2020). Functions of spontaneous and voluntary future thinking: Evidence from subjective ratings. Psychological Research, 85, 1–19. https://doi.org/10.1007/s00426-020-01338-9.
Erbe, D., Eichert, H. C., Rietz, C., & Ebert, D. (2016). Interformat reliability of the patient health questionnaire: Validation of the computerized version of the PHQ-9. Internet Interventions, 5, 1–4. https://doi.org/10.1016/j.invent.2016.06.006.
Gallagher, M. W., Long, L. J., Richardson, A., D’Souza, J., Boswell, J. F., Farchione, T. J., & Barlow, D. H. (2020). Examining hope as a transdiagnostic mechanism of change across anxiety disorders and CBT treatment protocols. Behavior Therapy, 51(1), 190–202. https://doi.org/10.1016/j.beth.2019.06.001.
Gaskin, C. J., & Happell, B. (2014). On exploratory factor analysis: A review of recent evidence, an assessment of current practice, and recommendations for future use. International Journal of Nursing Studies, 51(3), 511–521. https://doi.org/10.1016/j.ijnurstu.2013.10.005.
Granö, N., Keltikangas-Järvinen, L. I. I. S. A., Kouvonen, A., Virtanen, M., Elovainio, M., Vahtera, J., & Kivimaeki, M. (2007). Impulsivity as a predictor of newly diagnosed depression. Scandinavian Journal of Psychology, 48(2), 173–179. https://doi.org/10.1111/j.1467-9450.2007.00566.x.
Hallford, D. J. (2019). The phenomenological characteristics of autobiographical future thinking in dysphoric and non-dysphoric individuals. Psychiatry Research, 273, 481–486. https://doi.org/10.1016/j.psychres.2018.12.100.
Hallford, D. J., & Sharma, M. K. (2019). Anticipatory pleasure for future experiences in schizophrenia-Spectrum disorders and major depression: A systematic review and meta-analysis. British Journal of Clinical Psychology., 58, 357–383. https://doi.org/10.1111/bjc.12218.
Hallford, D. J., Mellor, D., & Cummins, R. A. (2013). Adaptive autobiographical memory in younger and older adults: The indirect association of integrative and instrumental reminiscence with depressive symptoms. Memory, 21(4), 444–457. https://doi.org/10.1080/09658211.2012.736523.
Hallford, D. J., Austin, D. W., Takano, K., & Raes, F. (2018). Psychopathology and episodic future thinking: A systematic review and meta-analysis of specificity and episodic detail. Behaviour Research and Therapy, 102, 42–51. https://doi.org/10.1016/j.brat.2018.01.003.
Hallford, D. J., Takano, K., Raes, F., & Austin, D. W. (2019). Psychometric evaluation of an episodic future thinking variant of the autobiographical memory test–episodic future thinking-test (EFT-T). European Journal of Psychological Assessment., 36, 658–669. https://doi.org/10.1027/1015-5759/a000536.
Hallford, D. J., Barry, T. J., Austin, D. W., Raes, F., Takano, K., & Klein, B. (2020). Impairments in episodic future thinking for positive events and anticipatory pleasure in major depression. Journal of Affective Disorders, 260, 536–543. https://doi.org/10.1016/j.jad.2019.09.039.
Hallford, D. J., Farrell, H., & Lynch, E. (2020). Increasing anticipated and anticipatory pleasure through episodic thinking. Emotion. https://doi.org/10.1037/emo0000765.
Hoffmann, F., Banzhaf, C., Kanske, P., Bermpohl, F., & Singer, T. (2016). Where the depressed mind wanders: Self-generated thought patterns as assessed through experience sampling as a state marker of depression. Journal of Affective Disorders, 198, 127–134. https://doi.org/10.1016/j.jad.2016.03.005.
Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrika, 30(2), 179–185. https://doi.org/10.1007/BF02289447.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118.
Kertz, S. J., Lee, J., & Björgvinsson, T. (2014). Psychometric properties of abbreviated and ultra-brief versions of the Penn State Worry Questionnaire. Psychological Assessment, 26(4), 1146–1154. https://doi.org/10.1037/a0037251.
Košťál, J., Klicperová-Baker, M., Lukavská, K., & Lukavský, J. (2016). Short version of the Zimbardo Time Perspective Inventory (ZTPI–short) with and without the future-negative scale, verified on nationally representative samples. Time & Society, 25(2), 169–192. https://doi.org/10.1177/0961463X15577254.
Kroenke, K., Spitzer, R. L., Williams, J. B., & Löwe, B. (2010). The patient health questionnaire somatic, anxiety, and depressive symptom scales: a systematic review. General hospital psychiatry, 32(4), 345–359. https://doi.org/10.1016/j.genhosppsych.2010.03.006.
Lai, L. C. H., & Cummins, R. A. (2013). The contribution of job and partner satisfaction to the homeostatic defense of subject wellbeing. Social Indicators Research, 111(1), 203–217. doi:https://doi.org/10.1007/s11205-011-9991-6.
Levine, B., Svoboda, E., Hay, J. F., Winocur, G., & Moscovitch, M. (2002). Aging and autobiographical memory: Dissociating episodic from semantic retrieval. Psychology and Aging, 17(4), 677–689. https://doi.org/10.1037/0882-7974.17.4.677.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4(1), 84–99. https://doi.org/10.1037/1082-989X.4.1.84.
Mackinnon, A., Jorm, A. F., Christensen, H., Korten, A. E., Jacomb, P. A., & Rodgers, B. (1999). A short form of the Positive and Negative Affect Schedule: Evaluation of factorial validity and invariance across demographic variables in a community sample. Personality and Individual differences, 27(3), 405–416. https://doi.org/10.1016/S0191-8869(98)00251-7.
Manea, L., Gilbody, S., & McMillan, D. (2011). Optimal cut-off score for diagnosing depression with the Patient Health Questionnaire (PHQ-9): A meta-analysis. Canadian Medical Association Journal, 184, 191–196. https://doi.org/10.1503/cmaj.110829.
Marsh, L., Edginton, T., Conway, M. A., & Loveday, C. (2019). Positivity bias in past and future episodic thinking: Relationship with anxiety, depression, and retrieval-induced forgetting. Quarterly Journal of Experimental Psychology, 72(3), 508–522. https://doi.org/10.1177/1747021818758620.
Marx, E. M., Williams, J. M., & Claridge, G. C. (1992). Depression and social problem solving. Journal of Abnormal Psychology, 101(1), 78–86. https://doi.org/10.1037/0021-843X.101.1.78.
McElwee, R. O. B., & Haugh, J. A. (2010). Thinking clearly versus frequently about the future self: Exploring this distinction and its relation to possible selves. Self and Identity, 9(3), 298–321. https://doi.org/10.1080/15298860903054290.
McEvoy, P. M., Watson, H., Watkins, E. R., & Nathan, P. (2013). The relationship between worry, rumination, and comorbidity: Evidence for repetitive negative thinking as a transdiagnostic construct. Journal of Affective Disorders, 151(1), 313–320. https://doi.org/10.1016/j.jad.2013.06.014.
Meyer, T. J., Miller, M. L., Metzger, R. L., & Borkovec, T. D. (1990). Development and validation of the Penn State worry questionnaire. Behaviour Research and Therapy, 28, 487–495. https://doi.org/10.1016/0005-7967(90)90135-6.
Oppenheimer, D. M., Meyvis, T., & Davidenko, N. (2009). Instructional manipulation checks: Detecting satisficing to increase statistical power. Journal of Experimental Social Psychology, 45(4), 867–872. https://doi.org/10.1016/j.jesp.2009.03.009.
Özbek, M., Bohn, A., & Berntsen, D. (2018). Why do I think and talk about it? Perceived functions and phenomenology of episodic counterfactual thinking compared with remembering and future thinking. Quarterly Journal of Experimental Psychology, 71, 2101–2114. https://doi.org/10.1177/1747021817738731.
Ozten, M., & Erol, A. (2019). Impulsivity differences between bipolar and unipolar depression. Indian Journal of Psychiatry, 61(2), 156–160. https://doi.org/10.4103/psychiatry.IndianJPsychiatry_166_18.
Pulcu, E., Trotter, P. D., Thomas, E. J., McFarquhar, M., Juhasz, G., Sahakian, B. J., Deakin, J. F. W., Zahn, R., Anderson, I. M., & Elliott, R. (2014). Temporal discounting in major depressive disorder. Psychological Medicine, 44(9), 1825–1834.
Raffard, S., Esposito, F., Boulenger, J. P., & Van der Linden, M. (2013). Impaired ability to imagine future pleasant events is associated with apathy in schizophrenia. Psychiatry Research, 209(3), 393–400. https://doi.org/10.1016/j.psychres.2013.04.016.
Rasmussen, A. S., & Berntsen, D. (2013). The reality of the past versus the ideality of the future: Emotional valence and functional differences between past and future mental time travel. Memory & Cognition, 41, 187–200. https://doi.org/10.3758/s13421-012-0260-y.
Roepke, A. M., & Seligman, M. E. (2016). Depression and prospection. British Journal of Clinical Psychology, 55(1), 23–48. https://doi.org/10.1111/bjc.12087.
Rosseel, Y. (2012). Lavaan: An R package for structural equation modeling and more. Version 0.5–12 (BETA). Ghent University.
Rush, J., & Grouzet, F. M. (2012). It is about time: Daily relationships between temporal perspective and well-being. The Journal of Positive Psychology, 7(5), 427–442. https://doi.org/10.1080/17439760.2012.713504.
Salgado, S., & Berntsen, D. (2019). My future is brighter than yours: The positivity bias in episodic future thinking and future self-images. Psychological Research, 84, 1–17. https://doi.org/10.1007/s00426-019-01189-z.
Schacter, D. L., Addis, D. R., & Buckner, R. L. (2007). Remembering the past to imagine the future: The prospective brain. Nature Reviews Neuroscience, 8(9), 657–661. https://doi.org/10.1038/nrn2213.
Schacter, D. L., Benoit, R. G., & Szpunar, K. K. (2017). Episodic future thinking: Mechanisms and functions. Current Opinion in Behavioral Sciences, 17, 41–50. https://doi.org/10.1016/j.cobeha.2017.06.002.
Scheier, M. F., & Carver, C. S. (1985). Optimism, coping, and health: Assessment and implications of generalized outcome expectancies. Health Psychology, 4, 219–247. https://doi.org/10.1037/0278-6133.4.3.219.
Smallwood, J., O'Connor, R. C., Sudbery, M. V., & Obonsawin, M. (2007). Mind-wandering and dysphoria. Cognition and Emotion, 21(4), 816–842. https://doi.org/10.1080/02699930600911531.
Spreng, R. N., & Levine, B. (2006). The temporal distribution of past and future autobiographical events across the lifespan. Memory & Cognition, 34(8), 1644–1651. https://doi.org/10.3758/BF03195927.
Strathman, A., Gleicher, F., Boninger, D. S., & Edwards, C. S. (1994). The consideration of future consequences: weighing immediate and distant outcomes of behavior. Journal of personality and social psychology, 66(4), 742–752. https://doi.org/10.1037/0022-3514.66.4.742.
Suddendorf, T. (2010). Episodic memory versus episodic foresight: Similarities and differences. Wiley Interdisciplinary Reviews: Cognitive Science, 1(1), 99–107. https://doi.org/10.1002/wcs.23.
Szpunar, K. K., Spreng, R. N., & Schacter, D. L. (2014). A taxonomy of prospection: Introducing an organizational framework for future-oriented cognition. Proceedings of the National Academy of Sciences, 111(52), 18414–18421. https://doi.org/10.1073/pnas.1417144111.
Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics. Pearson/Allyn & Bacon.
Vasquez, N. A., & Buehler, R. (2007). Seeing future success: Does imagery perspective influence achievement motivation? Personality and Social Psychology Bulletin, 33(10), 1392–1405. https://doi.org/10.1177/0146167207304541.
Webster, J. D. (1993). Construction and validation of the reminiscence functions scale. Journal of Gerontology, 48(5), 256–262. https://doi.org/10.1093/geronj/48.5.P256.
Webster, J. D. (2011). A new measure of time perspective: Initial psychometric findings for the balanced time perspective scale (BTPS). Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement, 43, 111–118. https://doi.org/10.1037/a002280.
Webster, J. D., & Ma, X. (2013). A balanced time perspective in adulthood: Well-being and developmental effects. Canadian Journal on Aging/La Revue Canadienne du Vieillissement, 32(4), 433–442. https://doi.org/10.1017/S0714980813000500.
Wolf, E. J., Harrington, K. M., Clark, S. L., & Miller, M. W. (2013). Sample size requirements for structural equation models: An evaluation of power, bias, and solution propriety. Educational and Psychological Measurement, 73(6), 913–934. https://doi.org/10.1177/0013164413495237.
Zimbardo, P. G., & Boyd, J. N. (1999). Putting time in perspective: A valid, reliable individual-differences metric. Journal of Personality and Social Psychology, 77, 1271–1288. https://doi.org/10.1007/978-3-319-07368-2_2.
Zimbardo, P. G., Keough, K. A., & Boyd, J. N. (1997). Present time perspective as a predictor of risky driving. Personality and Individual Differences, 23, 1007–1023. https://doi.org/10.1016/S0191-8869(97)00113-X.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Ethics Approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee of Deakin University (Australia) and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Conflict of Interest
D. J. Hallford and A. D’Argembeau declare that they have no conflict of interest.
Experiment Participants
The work described has been carried out in accordance with The Code of Ethics of the World Medical Association (Declaration of Helsinki) for experiments involving humans.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix 1
Appendix 1
The following statements refer to why you think about your own future. When answering these questions, please try to answer them in relation to events or situations that might personally happen to you in your future. They might relate to things you will experience very soon, or very far into the future.
Please answer using this 5-point scale:
1 = Never, 2 = Rarely, 3 = Sometimes, 4 = Often, 5 = Very Often.
*Why you think about your personal future…
-
1.
Just to keep my mind active, when I have nothing else to do.
-
2.
To pass time when I’m bored.
-
3.
To reduce boredom.
-
4.
When I want to think about my death.
-
5.
When I want to imagine the events leading up to my dying.
-
6.
To prepare myself for my death.
-
7.
To imagine I’ll become the type of person I’d like to be.
-
8.
When I want to imagine myself developing in a positive way as a person.
-
9.
To imagine my personal identity improving over time.
-
10.
So I can get used to the idea of experiencing something bad.
-
11.
To steel myself before a negative experience.
-
12.
To come to an acceptance of how an upcoming event might cause me distress.
-
13.
When I want to maintain a friendship by discussing our personal futures together.
-
14.
To describe my future to others to make conversation interesting.
-
15.
To bond with others.
-
16.
To help me understand my personal goals.
-
17.
To establish what I’m trying to accomplish in my life.
-
18.
When I want to define what my ambitions in my life are.
-
19.
To plan out my actions in advance.
-
20.
To clarify a plan of action.
-
21.
To decide on a sequence in which to do things.
-
22.
To imagine myself solving problems that arise.
-
23.
To think about how I’ll overcome problems that are upcoming.
-
24.
When I want to think about future problems that might occur, and how they will be solved.
-
25.
To anticipate the best outcome from a range of decisions.
-
26.
When I want to think about what a personal decision will lead to.
-
27.
When I want to anticipate what will happen depending on decisions.
-
28.
To feel more positive emotions.
-
29.
To feel good about positive things that might happen to me.
-
30.
When I want to improve my mood.
*this instruction can be used each time participants need to move to a new page of a survey, or otherwise intermittently.
Item subscales have three items each, and are summed to produce a subscale score. Subscales are presented above in this order: Boredom Reduction, Death preparation, Identity contrast, Negative emotion regulation, Social bonding, Goal Setting, Planning, Problem-solving, Decision-making, Positive emotion regulation.
Rights and permissions
About this article
Cite this article
Hallford, D.J., D’Argembeau, A. Why We Imagine Our Future: Introducing the Functions of Future Thinking Scale (FoFTS). J Psychopathol Behav Assess 44, 376–395 (2022). https://doi.org/10.1007/s10862-021-09910-2
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10862-021-09910-2