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Enabling a Socio-cognitive Perspective of Mindfulness: The Development and Validation of the Langer Mindfulness Scale
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“While this approach allowed for consistency in evaluating content validity, it could underestimate the value of scales developed under alternative, but still coherent, definitions of mindfulness (e.g., Pirson et al., 2018).”
From Measuring mindfulness: A systematic review and evaluation of self-report mindfulness scales (2026) · cites this paper as Pirson et al., 2018
Citations
Cites
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433
The satisfaction with life scale
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985) · Journal of Personality Assessment · doi:10.1207/s15327752jpa4901_13 · Cited by 31,768
Convergent and discriminant validation by the multitrait-multimethod matrix.
Campbell, D. T., & Fiske, D. W. (1959) · Psychological Bulletin · doi:10.1037/h0046016 · Cited by 17,116
(1991) · Cited by 15,554
Lovibond, P. F., & Lovibond, S. H. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)00075-u · Cited by 14,523
The benefits of being present: Mindfulness and its role in psychological well-being
Brown, K. W., & Ryan, R. M. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.4.822 · Cited by 13,448
Construct validity in psychological tests.
Cronbach, L. J., & Meehl, P. E. (1955) · Psychological Bulletin · doi:10.1037/h0040957 · Cited by 11,195
Research in Organizational Behavior
Hammer, E. R., Cummings, L. L., & Staw, B. M. (1984) · Academy of Management Review · doi:10.2307/258300 · Cited by 11,176
The structure of psychological well-being revisited.
Ryff, C. D., & Keyes, C. L. M. (1995) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.69.4.719 · Cited by 10,285
Development of the Job Diagnostic Survey.
Hackman, J. R., & Oldham, G. R. (1975) · Journal of Applied Psychology · doi:10.1037/h0076546 · Cited by 7,246
Research works printed but not linked: 8
- Bodner, T. (2000). On the assessment of individual differences in mindful information processing: A thesis. Harvard University, Cambridge, MA.
- Chow, E. (2012). Mind your money: Mindfulness in socially responsible investment decision-making. Cambridge, MA: Harvard University.
- Csikszentmihalyi, M. (1997). Creativity: Flow and the psychology of discovery and invention. New York: Harper Collins.
- John, O. P., Donahue, E. M., & Kentle, R. L. (1991). The big five inventory–versions 4a and 54. In. Berkeley, CA: University of California, Berkeley, Institute of Personality and Social Research.
- Langer, E. (2009). Counter clockwise. New York: Ballantine Books.
- Langer, E. J. (1989). Mindfulness. Reading: Addison-Wesley Pub. Co.
- Nunnally, J., & Bernstein, I. (1994). Psychometric theory (3rd ed.). New York: McGraw-Hill.
- Thompson, M., Naccarato, M., & Parker, K. (1989). Assessing cognitive need: The development of the personal need for structure and the personal fear of invalidity scales. In CPA (Ed.), Annual meeting of the Canadian Psychological Association. Halifax, Nova Scotia.
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Metadata
- Authors
- Pirson, M. A., Langer, E., & Zilcha, S.
- Affiliations
- Harvard University (US)
- Corresponding author
- Langer, Ellen
- Venue
- Journal of Adult Development
- Published
- 2018-01-24
- Volume
- 25
- Issue
- 3
- Pages
- 168-185
- ISSN
- 1068-0667 (ISSN-L)
- 1573-3440
- OpenAlex
- W2784876129
- Cited by
- 106
- References
- 79
- Citations by year
- 2026: 8 · 2025: 21 · 2024: 22 · 2023: 16 · 2022: 19 · 2021: 7 · 2020: 10 · 2019: 2 · 2018: 1
- FWCI
- 5.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal of Adult Development (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
- Social Sciences › Psychology › Developmental and Educational Psychology › Aging and Gerontology Research
- Keywords
- mindfulness measurement, scale development, factor structure, psychological well-being, life satisfaction, humor, physical well-being, job satisfaction, creativity
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