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Further psychometric support for the 10-item version of the Perceived Stress Scale
Abstract
Because of increased stress conditions in college students, updated psychometrics of the Perceived Stress Scale, 10‐item version (PSS‐10; S. Cohen & G. Williamson, 1988) are necessary. Participants were 281 undergraduates at 3 public universities. An exploratory factor analysis revealed a 2‐factor structure measuring Perceived Helplessness and Perceived Self‐Efficacy. Normative results, internal consistencies, and construct validity were supported. The current findings reveal that the PSS‐10 is a reliable and valid instrument for assessment of perceived stress in college students.
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“Perceived stress and sense of mastery/control were measured prior to internship start and at four-month intervals during internship using the 10-item Perceived Stress Scale (PSS; Roberti et al., 2006) and Pearlin’s 7-item Mastery Scale (Pearlin and Schooler, 1978), respectively”
From Chronic Stress, Hair Cortisol and Depression: A Prospective and Longitudinal Study of Medical Internship (2018) · cites this paper as Roberti et al., 2006
In the citing paper
“All participants met criteria for high stress at baseline (a score ≥ 20).(49)”
In the citing paper
“The Perceived Stress Scale (10-items) (α=.80 −.91, with good test-retest reliability (r=.77)) measures the degree to which life is appraised as unpredictable, uncontrollable and overwhelming during the preceding month.(48)”
In the citing paper
“The PSS has been shown to be reliable in undergraduate college samples [58,59]”
From Efficacy of the Mindfulness Meditation Mobile App “Calm” to Reduce Stress Among College Students: Randomized Controlled Trial (2019) · cites this paper as [59]
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“Thus, Roberti and colleagues [37] labelled the first factor “perceived helplessness” and the second factor “perceived self-efficacy”.”
BackgroundPsychometric analysis of the Ten-Item Perceived Stress Scale.
Taylor, J. M. (2014) · Psychological Assessment · doi:10.1037/a0038100 · Cited by 562
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“Stress was measured using the PSS [58,59].”
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“…et al., 2019), we compared the models assuming a two-factor structure (positive and negative, with the latter consisting of reversed items; Roberti et al., 2006) across 26 countries and areas (configural invariance), with a model with factor loadings and latent correlations constrained to…”
MethodGuo, Q., Zheng, Y., Shi, J., Wang, J., Li, G., Li, C., Fromson, J. A., Xu, Y., Liu, X., Xu, H., et al. (2020) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2020.05.038 · Cited by 406
Burnout and Stress Among US Surgery Residents: Psychological Distress and Resilience
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Flett, J. A. M., Hayne, H., Riordan, B. C., Thompson, L. M., & Conner, T. S. (2019) · Mindfulness · doi:10.1007/s12671-018-1050-9 · Cited by 338
Chaaya, M., Osman, H. O., Naassan, G., & Mahfoud, Z. R. (2010) · BMC Psychiatry · doi:10.1186/1471-244x-10-111 · Cited by 335
“The scale correlates with different psychosocial measures specifically depression, anxiety, and perception of poor health as well as with decreased satisfaction with self, job and life in general [13,14].”
BackgroundHuynh, V. W. (2012) · Journal of Youth and Adolescence · doi:10.1007/s10964-012-9756-9 · Cited by 341
Baik, S. H., Fox, R. S., Mills, S. D., Roesch, S. C., Sadler, G. R., Klonoff, E. A., & Malcarne, V. L. (2017) · Journal of Health Psychology · doi:10.1177/1359105316684938 · Cited by 326
“This is consistent with the convergent validity analyses from previous studies (e.g. Ramírez and Hernández, 2007; Remor, 2006; Roberti et al., 2006; Wu and Amtmann, 2013).”
BackgroundResultInfluentialBluth, K., Campo, R., Futch, W., & Gaylord, S. A. (2016) · Journal of Youth and Adolescence · doi:10.1007/s10964-016-0567-2 · Cited by 345
“Both convergent validity and discriminant validity have been established (Lee 2012; Roberti et al. 2006).”
BackgroundValidation of the Perceived Stress Scale in a community sample of older adults
Ezzati, A., Jiang, J. M., Katz, M. J., Sliwinski, M. J., Zimmerman, M. E., & Lipton, R. B. (2013) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4049 · Cited by 275
“…SD= 1.22; Martin et al., 1995), women recovering from breast cancer (mean age of 51 years, SD= 10; Golden-Kreutz et al., 2004), college students (Roberti et al., 2006), and adults who had survived the death of a family member or significant other by suicide (mean age of 43.3 years, SD= 13.7;…”
BackgroundInfluentialChao, R. (2011) · Journal of Counseling & Development · doi:10.1002/j.1556-6678.2011.tb00098.x · Cited by 285
Psychometric Properties of the Chinese Version of the Perceived Stress Scale in Policewomen
Wang, Z., Chen, J., Ritsher, J. B., Zhang, H., Jia, X., Qiu, J., & Xiao, Z. (2011) · PLoS ONE · doi:10.1371/journal.pone.0028610 · Cited by 258
“With regard to the PSS-109s factor structure, researchers have found that it has 2 related latent factors [10,14,15,25], representing positive and negative feelings.”
BackgroundPsychometric evaluation of three versions of the Italian Perceived Stress Scale
Mondo, M., Sechi, C., & Cabras, C. (2019) · Current Psychology · doi:10.1007/s12144-019-0132-8 · Cited by 265
Nettis, M. A., Lombardo, G., Hastings, C., Zajkowska, Z., Mariani, N., Nikkheslat, N., Worrell, C., Enache, D., McLaughlin, A., Kose, M., et al. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-020-00948-6 · Cited by 235
Active and Passive Use of Green Space, Health, and Well-Being amongst University Students
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“Perceived stress was measured using the 10-item Perceived Stress Scale [38], which has previously been shown to be a valid and reliable tool for assessing perceived stress in university students [39].”
MethodExpanding the Original Definition of Adverse Childhood Experiences (ACEs)
Karatekin, C., & Hill, M. (2018) · Journal of Child and Adolescent Trauma · doi:10.1007/s40653-018-0237-5 · Cited by 213
“Perceived Stress In all four studies, we assessed stress with the 10-item Perceived Stress Scale (PSS; Cohen and Williamson 1988), which has good psychometric properties in undergraduates (Roberti 2006).”
MethodThe Thai version of the PSS-10: An Investigation of its psychometric properties
Wongpakaran, N., & Wongpakaran, T. (2010) · BioPsychoSocial Medicine · doi:10.1186/1751-0759-4-6 · Cited by 223
“Factor 1 represents "Stress" or "Perceived Helplessness" as described by Roberti et al[12], whereas Factor 2 represents "Control" or "Perceived SelfEfficacy.”
BackgroundMethodResultInfluentialNordin, M., & Nordin, S. (2013) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12071 · Cited by 252
“Sex differences in the mean PSS-10 score have previously been shown (Cohen & Williamson, 1988; € Or€uc€u & Demir, 2009; Remor, 2006; Roberti et al., 2006).”
InfluentialWoolhouse, H., Mercuri, K., Judd, F., & Brown, S. J. (2014) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-014-0369-z · Cited by 212
“Good psychometric qualities have been previously demonstrated [40,41] and the measure has been used in pregnant samples [21,42,43].”
MethodChao, R. C. (2012) · Journal of College Counseling · doi:10.1002/j.2161-1882.2012.00002.x · Cited by 209
Psychometric evaluation of perceived stress scale for Turkish university students
Örücü, M. Ç., & Demir, A. (2008) · Stress and Health · doi:10.1002/smi.1218 · Cited by 208
Adams, D. R., Meyers, S. A., & Beidas, R. S. (2016) · Journal of American College Health · doi:10.1080/07448481.2016.1154559 · Cited by 200
“well-known measures, namely, the State-Trait Anxiety Inventory (STAI-A factor)(26) and the State-Trait Depression Inventory (STAI-D factor).(27,28)”
MethodPredictors of physical activity and barriers to exercise in nursing and medical students
Blake, H., Stanulewicz, N., & McGill, F. (2016) · Journal of Advanced Nursing · doi:10.1111/jan.13181 · Cited by 212
“Validity and reliability of the scale have been demonstrated (Cohen & Williamson 1988, Roberti et al. 2006, Lee 2012).”
BackgroundHarris, K. M., Gaffey, A. E., Schwartz, J. E., Krantz, D. S., & Burg, M. M. (2023) · Annals of Behavioral Medicine · doi:10.1093/abm/kaad015 · Cited by 236
Self-tracking for Mental Wellness
Kelley, C., Lee, B., & Wilcox, L. G. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025750 · Cited by 178
“While past studies have shown student PSS averages around 18 [38], our respondents had an overall average score of 16.”
ResultEarly childhood teachers' stress and children's social, emotional, and behavioral functioning
Jeon, L., Buettner, C. K., Grant, A. A., & Lang, S. (2018) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2018.02.002 · Cited by 192
Christiansen, J. A., Larsen, F. B., & Lasgaard, M. (2016) · Social Science & Medicine · doi:10.1016/j.socscimed.2016.01.020 · Cited by 180
Stress and anxiety management in nursing students: biofeedback and mindfulness meditation
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Perceived stress and smoking-related behaviors and symptomatology in male and female smokers
Lawless, M. H., Harrison, K. A., Grandits, G. A., Eberly, L. E., & ALLEN, S. S. (2015) · Addictive Behaviors · doi:10.1016/j.addbeh.2015.07.011 · Cited by 161
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“It has been previously validated and found to be reliable for assessing stress in college students in a study across 3 colleges [114].”
BackgroundDenovan, A., Dagnall, N., Dhingra, K., & Grogan, S. (2019) · Studies in Higher Education · doi:10.1080/03075079.2017.1340445 · Cited by 151
“Other studies, however, argue that the distinction represents separate factors (negative items assess Perceived Helplessness, and positive, Perceived Self-Efficacy) (Barbosa-Leiker et al. 2013; GoldenKreutz et al. 2004; Roberti, Harrington, and Storch 2006).”
InfluentialKaratekin, C., & Ahluwalia, R. (2016) · Journal of Interpersonal Violence · doi:10.1177/0886260516681880 · Cited by 191
“We assessed level of stress with the 10-item Perceived Stress Scale (Cohen & Williamson, 1988), which has good psychometric properties in undergraduates (Roberti, 2006).”
MethodResultÇivitçi, A. (2015) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2015.09.077 · Cited by 156
Liu, X., Zhao, Y., Li, J., Dai, J., Wang, X., & Wang, S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00537 · Cited by 154
“This scale includes two factors (Golden-Kreutz et al., 2004; Roberti et al., 2006; Örücü and Demir, 2009; Barbosa-Leiker et al., 2013): Factor 1 (Perceived Helplessness) is made of negatively phrased items (i.e., items 1, 2, 3, 6, 9, and 10; e.g., “In the last month, how often have you felt nervous…”
BackgroundMethodResultInfluentialReligiosity and Spirituality as Resiliency Resources: Moderation, Mediation, or Moderated Mediation?
Reutter, K. K., & Bigatti, S. M. (2014) · Journal for the Scientific Study of Religion · doi:10.1111/jssr.12081 · Cited by 137
“For example, Roberti, Harrington, and Storch (2006) reported a Cronbach’s alpha coefficient of .89; a Pearson productmoment correlation between the PSS and the State-Trait Anxiety Inventory of .73; and negligible Pearson product-moment correlations between the PSS and various unrelated measures.”
BackgroundCollege students coping with interpersonal stress: Examining a control-based model of coping
Coiro, M. J., Bettis, A. H., & Compas, B. E. (2016) · Journal of American College Health · doi:10.1080/07448481.2016.1266641 · Cited by 161
Mayer, S. E., Lopez-Duran, N. L., Sen, S., & Abelson, J. L. (2018) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2018.03.020 · Cited by 137
“Perceived stress and sense of mastery/control were measured prior to internship start and at four-month intervals during internship using the 10-item Perceived Stress Scale (PSS; Roberti et al., 2006) and Pearlin’s 7-item Mastery Scale (Pearlin and Schooler, 1978), respectively (only available for cohorts 2013–2015).”
MethodZgierska, A. E., Burzinski, C. A., Cox, J., Kloke, J. D., Stegner, A. J., Cook, D. B., Singles, J. M., Mirgain, S. A., Coe, C. L., & Bačkonja, M. (2016) · Pain Medicine · doi:10.1093/pm/pnw006 · Cited by 144
Ly, K. H., Asplund, K., & Andersson, G. (2014) · Internet Interventions · doi:10.1016/j.invent.2014.06.003 · Cited by 133
“The internal consistency of the PSS-10 has been shown to be comparable to that of the PSS-14 (Cronbach's α = .89) (Roberti et al., 2006).”
MethodLieberoth, A., Lin, S.-Y., Stöckli, S., Han, H., Kowal, M., Gelpí, R., Chrona, S., Tran, T. P., Jeftić, A., Rasmussen, J. S., et al. (2021) · Royal Society Open Science · doi:10.1098/rsos.200589 · Cited by 142
“Using a multi-group factor analysis, we compared the models assuming the one-factor structure for SPS and coronavirus concerns, and the two-factor structure for PSS-10 (positive and negative, with the latter consisting of reversed items; [75,76]) across all countries (configural invariance), with a model with factor l…”
Barbosa‐Leiker, C., Kostick, M., Lei, M., McPherson, S., Roper, V., Hoekstra, T., & Wright, B. R. (2012) · Stress and Health · doi:10.1002/smi.2463 · Cited by 131
Jernelöv, S., Lekander, M., Blom, K., Rydh, S., Ljótsson, B., Axelsson, J., & Kaldo, V. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-5 · Cited by 127
“The Perceived Stress Scale-10 items (PSS-10) measures the perceived stress in daily life [42,43].”
BackgroundReis, D., Lehr, D., Heber, E., & Ebert, D. D. (2019) · Assessment · doi:10.1177/1073191117715731 · Cited by 127
“By contrast, studies with oblique factors have proposed two different, content-related factors: (a) perceived distress or perceived helplessness (negatively phrased items) and (b) perceived coping or perceived self-efficacy (positively phrased items; e.g., Roberti & Harrington, 2006).”
MethodResilience, stress, and coping among Canadian medical students
Rahimi, B., Baetz, M., Bowen, R., & Balbuena, L. (2014) · Canadian Medical Education Journal · doi:10.36834/cmej.36689 · Cited by 123
“89 in college students and good construct validity, correlating well with the State-Trait Anxiety Inventory—Trait scores.(26) A coping scale used in the 2002 Canadian Community Health Survey (CCHS)— Mental Health and Well-being(27) served as the measure of coping.”
MethodMonteiro, N. M., Balogun, S. K., & Oratile, K. N. (2014) · International Journal of Adolescence and Youth · doi:10.1080/02673843.2014.908784 · Cited by 148
Perera, M. J., Brintz, C., Birnbaum‐Weitzman, O., Penedo, F. J., Gallo, L. C., González, P., Gouskova, N., Isasi, C. R., Navas-Nacher, E. L., Perreira, K. M., et al. (2016) · Psychological Assessment · doi:10.1037/pas0000336 · Cited by 130
Ng, S.-M. (2013) · BMC Psychology · doi:10.1186/2050-7283-1-9 · Cited by 121
“Regarding the scale’s dimensionality, most researchers have found evidence for a two-factor structure (Eskin & Parr 1996; Wang et al. 2011; Wongpakaran & Wongpakaran 2010; Orucu & Demir 2009; Otto et al. 2004; Roberti et al. 2006; Reis et al. 2010).”
BackgroundMethodReducing workplace burnout: the relative benefits of cardiovascular and resistance exercise
Bretland, R. J., & Thorsteinsson, E. (2015) · PeerJ · doi:10.7717/peerj.891 · Cited by 120
“…more suitable measure of perceived psychological 193 stress as it does not assume consistency of individual response to stress triggers, and it measures stress 194 without reference to specific life events, making it an appropriate choice given the current burnout 195 focus (Roberti et al., 2006).”
BackgroundParedes, P. E., Zhou, Y., Hamdan, N. A.-H., Balters, S., Murnane, E. L., Ju, W. G., & Landay, J. A. (2018) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3191760 · Cited by 124
“One classic self-report questionnaire is the Perceived Stress Scale (PSS) [Roberti et al. 2006], a 10-item inventory where responses to questions about feelings of perceived stress can range from “Low” to “High”.”
BackgroundMethodLavoie, J. A. A., & Douglas, K. S. (2011) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-011-9266-1 · Cited by 131
“Notwithstanding this conclusion, this particular model in which the factor structure corresponded to item directionality has been subsequently replicated within a variety of samples using the PSS-14 and PSS-10 (e.g., Gitchel et al. 2011; Ramírez and Hernández 2007; Roberti et al. 2006).”
Wunsch, K., Fiedler, J., Bachert, P., & Woll, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18020739 · Cited by 120
“72), showing a high stress amount as compared to the population mean [60,61].”
BackgroundLi, X., Zhou, Y., & Xu, X. (2020) · Journal of Nursing Management · doi:10.1111/jonm.13146 · Cited by 127
Senn, T. E., Walsh, J. L., & Carey, M. P. (2014) · Annals of Behavioral Medicine · doi:10.1007/s12160-014-9591-1 · Cited by 122
Health Education for Musicians
Matei, R., Broad, S., Goldbart, J., & Ginsborg, J. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01137 · Cited by 138
“f) Perceived stress: the Perceived Stress Scale (PSS-10: Cohen and Williamson, 1988) was found to be a reliable and valid tool in a study of college students (Roberti et al., 2006): ten items relating to stress levels in the previous month, measured on a scale from 0 (never) to 4 (very often).”
MethodPadula, A. M., Ning, X., Bakre, S., Barrett, E. S., Bastain, T., Bennett, D. H., Bloom, M. S., Breton, C. V., Dunlop, A. L., Eick, S. M., et al. (2023) · Environmental Health Perspectives · doi:10.1289/ehp10723 · Cited by 113
“52 In addition, the PSS-4 has been validated in pregnant women and correlated strongly ( q = 0 : 71)”
Goldberg, S. B., Imhoff-Smith, T., Bolt, D. M., Wilson-Mendenhall, C. D., Dahl, C. J., Davidson, R. J., & Rosenkranz, M. A. (2020) · JMIR Mental Health · doi:10.2196/23825 · Cited by 97
“Additional information about the psychometric properties and theoretical relevance of the included measures is provided in Multimedia Appendix 1 [73-101].”
BackgroundNon-Suicidal Self-Injury Among Dutch and Belgian Adolescents: Personality, Stress and Coping
Kiekens, G., Bruffaerts, R., Nock, M. K., van de Ven, M. O. M., Witteman, C. L. M., Mortier, P., Demyttenaere, K., & Claes, L. (2015) · European Psychiatry · doi:10.1016/j.eurpsy.2015.06.007 · Cited by 123
“The PSS-10 total score was demonstrated to have a good convergent validity because the scale appeared to correlate with criterium variables such as trait anxiety [59].”
BackgroundDyar, C., Sarno, E. L., Newcomb, M. E., & Whitton, S. W. (2020) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000487 · Cited by 118
“Of note, the measure we used to assess general stress assessed perceived stress, or the degree to which situations in one’s life are perceived as stressful, uncontrollable, and unpredictable (Roberti et al., 2006).”
MethodDigital media and stress: the cost of caring 2.0
Hampton, K. N., Lu, W., & Shin, I. (2016) · Information Communication & Society · doi:10.1080/1369118x.2016.1186714 · Cited by 109
The Mediating Role of Self‐compassion in Student Psychological Health
Fong, M., & Loi, N. M. (2016) · Australian Psychologist · doi:10.1111/ap.12185 · Cited by 148
Estudo das propriedades psicométricas da Perceived Stress Scale (PSS) na população portuguesa
Trigo, M., Canudo, N., Branco, F., & da Silva, D. R. P. (2010) · Psychologica · doi:10.14195/1647-8606_53_17 · Cited by 125
Effects of Group Fitness Classes on Stress and Quality of Life of Medical Students
Yorks, D. M., Frothingham, C. A., & Schuenke, M. D. (2017) · Journal of Osteopathic Medicine · doi:10.7556/jaoa.2017.140 · Cited by 125
“Stress To assess the degree to which situations in one’s life were appraised as stressful, participants completed the Perceived Stress Scale (PSS), one of the most widely used psychological instruments for measuring the perception of stress.(22-24) The PSS is a 10-item survey in which answers are on a 0-to-4-point sca…”
Garriott, P. O., & Nisle, S. (2018) · Journal of Diversity in Higher Education · doi:10.1037/dhe0000068 · Cited by 103
Association between perceived racism and physiological stress indices in Native Hawaiians
Kaholokula, J. K., Grandinetti, A., Keller, S., Nacapoy, A. H., Kingi, T. K., & Mau, M. K. L. M. (2011) · Journal of Behavioral Medicine · doi:10.1007/s10865-011-9330-z · Cited by 117
“The construct validity of the Perceived Stress Scale has been demonstrated in different populations (Cole 1999; Roberti et al. 2006).”
BackgroundHayes, S. W., Priestley, J., Moore, B. A., & Ray, H. E. (2021) · SAGE Open · doi:10.1177/21582440211058193 · Cited by 98
“The PSS-10 has shown strong concurrent validity with the full scale (Lee, 2012; Roberti et al., 2006; Taylor, 2015).”
BackgroundPerceived stress, sensation seeking, and college students’ abuse of the Internet
Velezmoro, R., Lacefield, K., & Roberti, J. W. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.05.020 · Cited by 99
Self-citationGoldberg, S. B., Imhoff-Smith, T., Bolt, D. M., Wilson-Mendenhall, C. D., Dahl, C. J., Davidson, R. J., & Rosenkranz, M. A. (2020) · doi:10.2196/preprints.23825 · Cited by 97
Korten, N. C. M., Comijs, H. C., Penninx, B. W. J. H., & Deeg, D. J. H. (2016) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4486 · Cited by 95
Brewer, S. K., Zahniser, E., & Conley, C. S. (2016) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2016.09.002 · Cited by 115
How teacher and classmate support relate to students’ stress and academic achievement
Hoferichter, F., Kulakow, S., & Raufelder, D. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.992497 · Cited by 132
“Thereby, perceived helplessness reflects an individuals’ reaction to stress, whereas ability to cope emphasizes the self-assessed capability to cope with stressors (Roberti et al., 2006).”
BackgroundEffect of Perceived Academic Stress on Students' Performance
Khan, M. J., Altaf, S., & Kausar, H. (2013) · Cited by 94
Khalili, R., Nir, M. S., Ebadi, A., Tavallai, A., & Habibi, M. (2017) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2017.01.010 · Cited by 112
Smith, K. J., Rosenberg, D. L., & Haight, G. T. (2014) · Accounting Perspectives · doi:10.1111/1911-3838.12023 · Cited by 103
“…on one and the positively worded items on the other.4 Previous researchers have attached various labels to these factors such as General Distress and Ability to Cope (Hewitt, Fleck, and Mosher, 1992), and Perceived Helplessness and Perceived SelfEfficacy (Roberti, Harrington, and Storch, 2006).”
BackgroundHolistic nursing in practice: Mindfulness-based yoga as an intervention to manage stress and burnout
Hilcove, K., Marceau, C., Thekdi, P., Larkey, L., Brewer, M. A., & Jones, K. (2021) · Journal of Holistic Nursing · doi:10.1177/0898010120921587 · Cited by 92
“A standardized tool for measuring perceived stress is the Perceived Stress Scale (PSS; Roberti et al., 2006).”
BackgroundMethodInfluentialPsychometric Analysis of the Perceived Stress Scale Among Healthy University Students
Anwer, S., Manzar, M. D., Alghadir, A. H., Salahuddin, M., & Abdul Hameed, U. (2020) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s268582 · Cited by 92
The Perceived Stress Scale for Children: A Pilot Study in a Sample of 153 Children
White, B. P. (2014) · International Journal of Pediatrics and Child Health · doi:10.12974/2311-8687.2014.02.02.4 · Cited by 92
“stress perception), this tool has been used widely in research for many years and is accepted as a pretty good snapshot of a person’s stress perception at any one moment in time, across a wide age span and in a variety of languages [27-29].”
MethodConfirmatory Factor Analysis of the Perceived Stress Scale‐4 in a Community Sample
Ingram, P. B., Clarke, E. W., & Lichtenberg, J. W. (2014) · Stress and Health · doi:10.1002/smi.2592 · Cited by 92
Paredes, P. E., Balters, S., Qian, K., Murnane, E. L., Ordóñez, F. J., Ju, W. G., & Landay, J. A. (2018) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3287062 · Cited by 84
“We used the Perceived Stress Scale to capture Stress levels from low = 0 to high = 10 [44].”
MethodJohnston, S. A., Roskowski, C., He, Z., Kong, L., & Chen, W. (2020) · Journal of American College Health · doi:10.1080/07448481.2019.1707836 · Cited by 102
“uring perception of stress, and previous studies have shown it to be reliable among college populations.(21) It was used in”
ResultStress in mothers of children with autism: Trait mindfulness as a protective factor
Conner, C. M., & White, S. (2014) · Research in Autism · doi:10.1016/j.rasd.2014.02.001 · Cited by 87
Guo, Y., Hong, Y. A., Cai, W., Li, L., Hao, Y., Qiao, J., Xu, Z., Zhang, H., Zeng, C., Liu, C., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/16715 · Cited by 82
“A measure of stress was the 10-item Perceived Stress Scale (PSS), with a range of 0 to 40 and a higher score indicating more stress [27].”
Ćosić, K., Popović, S., Šarlija, M., Kesedžić, I., & Jovanović, T. (2020) · Croatian Medical Journal · doi:10.3325/cmj.2020.61.279 · Cited by 87
Ryan, A. M., Kutob, R. M., Suther, E., Hansen, M., & Sandel, M. T. (2012) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2012.0179 · Cited by 79
Alliance with an unguided smartphone app: validation of the digital working alliance inventory
Goldberg, S. B., Baldwin, S. A., Riordan, K. M., Torous, J., Dahl, C. J., Davidson, R. J., & Hirshberg, M. J. (2022) · Assessment · doi:10.1177/10731911211015310 · Cited by 74
Perceived Stress Scale (PSS-10) psychometric properties in migrants and native Germans
Bastianon, C. D., Klein, E. M., Tibubos, A. N., Brähler, E., Beutel, M. E., & Petrowski, K. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02851-2 · Cited by 87
“Roberti, Harrington and Storch [17] further supported the two-factor structure naming factor 1 perceived helplessness (PHS) and factor 2 perceived self-efficacy (PSES).”
BackgroundInfluentialMaroufizadeh, S., Foroudifard, F., Navid, B., Ezabadi, Z., Sobati, B., & Samani, R. O. (2018) · Middle East Fertility Society Journal · doi:10.1016/j.mefs.2018.02.003 · Cited by 88
Maternal Childhood Adversity Associates With Frontoamygdala Connectivity in Neonates
Hendrix, C. L., Dilks, D. D., McKenna, B. G., Dunlop, A. L., Corwin, E. J., & Brennan, P. A. (2020) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2020.11.003 · Cited by 78
Depression symptoms during pregnancy: Evidence from Growing Up in New Zealand
Waldie, K. E., Peterson, E. R., D’Souza, S., Underwood, L., Pryor, J. E., Carr, P. A., Grant, C. C., & Morton, S. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.06.009 · Cited by 89
Motivation, Stress and Impact of Online Teaching on Italian Teachers during COVID-19
Toto, G. A., & Limone, P. (2021) · Computers · doi:10.3390/computers10060075 · Cited by 87
“[27] reported reliability estimates of 0.”
Resilience, stress and burnout in student midwives
Eaves, J. L., & Payne, N. (2019) · Nurse Education Today · doi:10.1016/j.nedt.2019.05.012 · Cited by 73
Hetherington, E., Edwards, S. A., MacDonald, S. E., Racine, N. M., Madigan, S. L., McDonald, S., & Tough, S. (2021) · CMAJ Open · doi:10.9778/cmajo.20200302 · Cited by 73
Metadata
- Authors
- Roberti, J. W., Harrington, L. N., & Storch, E. A.
- Affiliations
- New College of Florida (US)
- University of Florida (US)
- Corresponding author
- Roberti, Jonathan W.
- ORCID
- Storch, Eric A.
- Venue
- Journal of College Counseling
- Publisher
- Wiley
- Published
- 2006-09
- Volume
- 9
- Issue
- 2
- Pages
- 135-147
- ISSN
- 1099-0399 (ISSN-L)
- 2161-1882
- OpenAlex
- W2168766452
- Cited by
- 984
- References
- 35
- Citations by year
- 2026: 48 · 2025: 54 · 2024: 70 · 2023: 91 · 2022: 111 · 2021: 130 · 2020: 83 · 2019: 72 · 2018: 56 · 2017: 47 · 2016: 59 · 2015: 42 · 2014: 37 · 2013: 30 · 2012: 18
- FWCI
- 5.09
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of College Counseling (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Student Stress and Coping
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- Perceived Stress Scale, PSS-10, perceived stress, psychometric validation, factor structure, helplessness, self-efficacy, university students, reference values, internal consistency, construct validity
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