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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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“The PSS-10 is not a measure of psychiatric symptomatology, but instead can be used to determine those who are at risk for clinical psychiatric disorders (Roberti et al., 2006).”
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“Although the PSS-10 has acceptable psychometric properties, studies examining the construct validity of this instrument have suggested a two-factorial structure (Nielsen et al., 2016; Roberti et al., 2006).”
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“83) among a representative college sample (Roberti et al., 2006).”
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“On the PSS-10, 13.0% (n = 29) of participants endorsed low, 64.1% (n = 143) endorsed moderate, and 22.9% (n = 51) endorsed high stress levels.”
MethodInfluentialThe Relationship of Adverse Childhood Experiences and Emotional Distress in Young Adults
Solberg, M. A., Peters, R. M., Templin, T., & Albdour, M. M. (2022) · Journal of the American Psychiatric Nurses Association · doi:10.1177/10783903221140325 · Cited by 8
“Among those studies, one was conducted in the United States, exhibiting a mean of 17.9 ( SD = 6.3; Roberti et al., 2006), which was lower than current study findings, but still considered moderate stress.”
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“The Perceived Stress Scale has demonstrated good internal consistency and construct validity [18].”
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College students’ experiences of hedonia and eudaimonia in their everyday activities
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“Subjective Measure: After each sub-task (baseline, familiarization, 2 x prestimulus, 2 x driving, and rest), we measured subjective stress responses via a simplified version of the Perceived Stress Scale (PSS) [11]: “How stressed do you feel right now?” with a 10-point scale from 1 = “low” to 10 = “high”.”
MethodLetourneau, N. L., McDonald, S., MacKay, L. J., Bell, R. C., Hetherington, E., Deane, A. J., Dewey, D., Edwards, S. A., Field, C. J., Giesbrecht, G. F., et al. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.597759 · Cited by 8
“89 and was found to have construct validity (35).”
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“28 Individuals are asked to rate their experiences in the past month on a 5-point Likert scale ranging from 0-4 (never to very often).”
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Association between Serum Vitamin D and Irritable Bowel Syndrome Symptoms in a Sample of Adults
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“Roberti et al. (2006)yielded the eigenvalues of 5.07 and 1.12, accounting for 50.66% and 11.23% of the variance respectively. According to Roberti et al. (2006), Factor 1 represents "Stress" or "Perceived Helplessness", whereas Factor 2 represents "Control" or "Perceived Self- Efficacy.”
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“For a sample of college women, the mean score on the PSS was found to be 18.4 (SD = 6.4) with an alpha reliability of .89 (Roberti et al., 2006).”
MethodInfluentialApp-Based Physical Activity Intervention Among Women With Prior Hypertensive Pregnancy Disorder
Kókai, L. L., Ceallaigh, D. O., Wijtzes, A. I., van Lennep, J. E. R., Duvekot, J. J., Hagger, M. S., Cawley, J., Alex Burdorf, A., Rohde, K. I. M., & van Kippersluis, H. (2025) · JAMA Network Open · doi:10.1001/jamanetworkopen.2025.2656 · Cited by 12
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“The SWLS has been demonstrated in many large-scale studies to be a valid and reliable measure of well-being across a variety of sociodemographic groups (Cohen, 1994; Cohen et al., 1993; Hewitt et al., 1992; Logsdon & Hutti, 2006; Roberti et al., 2006).”
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“A study by Roberti, Harrington and Storch (2006) found a small association between perceived stress and relational aggression, which they theorized was due to the inherent stress involved in performing relationally aggressive behaviours and coping with relational conflict.”
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“We also examine function at the family level as two common mental health outcomes: stress measured according to the Perceived Stress Scale 39 and depression measured according to the Edinburgh Postnatal Depression Scale.”
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“Additionally, the PSS has displayed both convergent and divergent validity (Roberti et al., 2006).”
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“Future research should consider collecting data on the PSS-10’s temporal reliability to investigate the extent to which scores remain stable over time (Roberti et al., 2006).”
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“24 This survey consists of five-point Likert scale questions to identify perceptions of stress in the last month, including potential causes of stress such as unexpected happenings, nervousness, control, and coping methods.”
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“The 10-item version has shown evidence for convergent and discriminant validity (Roberti et al., 2006).”
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“The PSS possesses satisfactory reliability estimates in university samples (Roberti et al. 2006) and inmiddle-aged community adults (Taylor 2015).”
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“Perceived stress was measured by the 10-item Perceived Stress Scale (PSS) [37].”
Rucklidge, J. J., Blampied, F. M., Manna, L., Sherwin, A., Bagshaw, S., Mulder, R., & Boden, J. M. (2022) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2022.101027 · Cited by 7
Measuring Stress Among Black Adolescents: Validation of Perceived Stress Scale
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“The perceived coping factor includes items that reflect feelings of being able to manage and cope with stressors (Hewitt et al., 1992; Lee, 2012; Roberti et al., 2006 ; Taylor, 2015 ).”
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Lester, K. J., McDonald, B., Tunks, A., & Michelson, D. (2024) · Child Psychiatry and Human Development · doi:10.1007/s10578-024-01755-6 · Cited by 6
“The PSS-10 has been very widely-used and has good internal consistency and satisfactory construct validity [42, 43] Accommodating behaviours Family Accommodation Scale-Anxiety [FASA, 44] is a 13-item scale that assesses the frequency with which family members currently demonstrate accommodating…”
Dantes, G. R., Asril, N. M., Liem, A., Suwastini, N. K. A., Keng, S., & Mahayanti, N. W. S. (2024) · JMIR Research Protocols · doi:10.2196/56693 · Cited by 10
“The perceived stress condition was assessed using the 10-item Perceived Stress Scale (PSS) [38].”
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“Factor analyses completed since the establishment of the original PSS resulted in four items being dropped from the scale and resulted in a 10-item version which was used in the current study(40) and has also been found to be reliable and valid.(41) A Cronbach’s alpha of .”
MethodCannon, C. E. B., Ferreira, R. J., Buttell, F., & O’Connor, A. (2023) · Violence Against Women · doi:10.1177/10778012231176205 · Cited by 8
“The PSS has been shown to have excellent psychometric properties across a wide range of research studies investigating stress (Lee, 2012; Roberti et al., 2006).”
BackgroundAlldredge, C. T., Snyder, M., Stork, S. R., & Elkins, G. R. (2023) · International Journal of Clinical and Experimental Hypnosis · doi:10.1080/00207144.2023.2278720 · Cited by 7
“The PSS-10 has previously demonstrated good reliability in a college sample (Roberti et al., 2006) and showed good internal consistency in this study ( α = .83).”
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“Support for construct validity with college samples has been noted with significant positive correlation among scores on the PSS, as well as measures of depression, anxiety, lower selfesteem and externalized locus of control over health (Chambers et al., 1998; Roberti et al., 2006).”
BackgroundReported restorative experiences associated with everyday activities among university students
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“89) when used with a sample of 285 university students (Roberti et al., 2006).”
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Srirama, S., & Subramanian, M. (2020) · International Journal of Community Medicine and Public Health · doi:10.18203/2394-6040.ijcmph20200945 · Cited by 6
“Cohen’s Perceived Stress Scale was used to measure the stress among the adolescents.(16) Students with scores above the 95 Percentile were categorized as having high stress.”
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Baumeister, D., Ward, T., Garety, P. A., Jackson, M. C., Morgan, C., Charalambides, M., Chadwick, P., Howes, O. D., & PETERS, E. R. (2020) · Psychological Medicine · doi:10.1017/s0033291720002433 · Cited by 6
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Yek, M. H., & Elkins, G. R. (2021) · International Journal of Clinical and Experimental Hypnosis · doi:10.1080/00207144.2021.1831390 · Cited by 6
“The PSS-10 was shown to be positively correlated with anxiety, demonstrating convergent validity (Roberti et al., 2006).”
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“PSS- 10 has a two- factor structure (i.e., a positive and a negative factor, with the latter consisting of reversed items; Chaaya et al., 2010; Roberti et al., 2006) and is generally considered a highly reliable measure of stress (Taylor, 2015).”
BackgroundWork-related stress among headteachers in Wales: Prevalence, sources, and solutions
Scott, S., Limbert, C., & Sykes, P. (2021) · Educational Management Administration & Leadership · doi:10.1177/17411432211054630 · Cited by 9
“Although the PSS is not a diagnostic tool capable of diagnosing psychological symptomatology, it does provide an indication of who may be at risk of developing stress-related health issues (Roberti, Harrington and Storch, 2006).”
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Understanding Stress in International Students of Higher education in a Mexican Private University
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Divin, A. L. (2009) · SHAREOK (University of Oklahoma; Oklahoma State University; Central Oklahoma University) · Cited by 6
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“…Anxiety Inventory procedure measures the intensity of the ner-vousness, depression, or anxiety experienced by an individual at a specific time, and the trait anxiety inventory measures how an individual generally feels (Hofmann & Smits, 2008; Knowles & Olatunji, 2020; Roberti et al., 2006).”
Prenatal obsessive beliefs predict postpartum obsessive-compulsive symptoms: a prospective study
Abramowitz, J. S., Hellberg, S. N., Krasnow, J., Friedman, J. B., Myers, N. S., Nestadt, P. S., Ojalehto, H. J., Juel, E. K., SAMUELS, J. F., Kimmel, M., et al. (2025) · Psychiatry Research · doi:10.1016/j.psychres.2025.116620 · Cited by 5
Self-citationSingh, A. A., Babbott, K. M., Young, S., Wu, Z., & Serlachius, A. S. (2025) · Primary care diabetes · doi:10.1016/j.pcd.2025.07.002 · Cited by 7
Maunder, L., Dargie, E., & Pukall, C. F. (2022) · The Journal of Sexual Medicine · doi:10.1016/j.jsxm.2022.02.016 · Cited by 5
Trent, E. S., Viana, A. G., Raines, E. M., Conroy, H. E., Silva, K., Storch, E. A., & Zvolensky, M. J. (2023) · Journal of Clinical Psychology · doi:10.1002/jclp.23516 · Cited by 5
Self-citationAsadi-JabehDar, R., Dashti-Kalantar, R., Mehri, S., Mirzaei, A., & Soola, A. H. (2024) · BMC Emergency Medicine · doi:10.1186/s12873-024-00980-5 · Cited by 5
“The PSS-10 possesses adequate internal consistency, with Cronbach’s alpha coefficients ranging from 0.67 to 0.91 [38–40].”
MethodInfluentialNigg, C. R. (2024) · Children · doi:10.3390/children11070826 · Cited by 5
“A study conducted by Roberti, Harrington, and Storch [23] found the perceived stress scale to be a reliable and valid instrument for college students.”
BackgroundWhite, B. P., Ma, A., & Whitney, D. (2014) · The Open Journal of Occupational Therapy · doi:10.15453/2168-6408.1088 · Cited by 5
The Need for a Neutral Speaking Period in Psychosocial Stress Testing
Grimley, S. J., Ko, C. M., Morrell, H. E. R., Grace, F., Bañuelos, M., Bautista, B. R., Chavez, G. N., Dalrymple, E. R., Green, M., Gurning, J., et al. (2018) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000228 · Cited by 5
“Psychological measure scores (M ± SD) of the sample compared to normative values from (Herman et al., 2011; Roberti et al., 2006; Spielberger & Gorsuch, 1983) Normative values Men (n = 14) Women (n = 27) Men Women STAI-S 34.9 ± 10.3 38.8 ± 9.6 36.5 ± 10.0 38.8 ± 12.0 STAI-T 38.6 ± 13.0 42.6 ± 14.3…”
InfluentialWhat do undergraduates with high levels of childhood adversity want to cope with stress?
Karatekin, C., & Ahluwalia, R. (2020) · Journal of Clinical Psychology · doi:10.1002/jclp.23022 · Cited by 5
Stress Tracker—Detecting Acute Stress From a Trackpad: Controlled Study
Goel, R., An, M., Alayrangues, H., Koneshloo, A., Lincoln, E. T., & Paredes, P. E. (2020) · Journal of Medical Internet Research · doi:10.2196/22743 · Cited by 5
“Self-reported stress (SRS) can be measured through the Perceived Stress Scale (PSS) [10,11].”
MethodInfluentialThe impact of COVID-19 on rural treatment-seeking families with children with overweight or obesity
Forseth, B. M., Dean, K. M., Murray, M., Killian, H. J., Bakula, D. M., Romine, R. S., Fleming, K., Befort, C. A., England, K., Bhagat, R., et al. (2022) · Children s Health Care · doi:10.1080/02739615.2022.2041419 · Cited by 5
Sorato, M. M., Davari, M., Kebriaeezadeh, A., Sarrafzadegan, N., & Shibru, T. (2022) · High Blood Pressure & Cardiovascular Prevention · doi:10.1007/s40292-022-00516-7 · Cited by 5
Impact of Covid-19 outbreak on stress and depression among Indian football players
Cherappurath, N., Ahmed, M. D., Sánchez, G. F. L., Begum, S., Sreelekha, N., Elayaraja, M., Rathnayaka, A., & Kabeer, D. A. (2023) · SPORT TK-Revista EuroAmericana de Ciencias del Deporte · doi:10.6018/sportk.543051 · Cited by 6
Lightsey, O. R., & Smith, B. N. (2023) · Journal of Cognitive Psychotherapy · doi:10.1891/jcp-2022-0004 · Cited by 5
Wood, Z. B. (2012) · OhioLink ETD Center (Ohio Library and Information Network) · Cited by 5
İnce, B. Ü., Gökçay, D., Riper, H. M., & Cuijpers, P. J. (2019) · JMIR Research Protocols · doi:10.2196/13239 · Cited by 5
“It consists of 14 items originally, but it can also be assessed in a short form of 10, for which the total score range is 0 to 40 [47].”
Psoriasis affects self‐perception of stress negatively: A prospective, case‐control study
Karabay, E. A., İzci, N. M. F., & Aksoy, B. (2020) · Dermatologic Therapy · doi:10.1111/dth.13864 · Cited by 5
“The PSS consists of two subscales that measure perceived helplessness (PH) and perceived self-efficacy (PSE).(7) As far as we know, the subscales of PSS have not been examined in patients with psoriasis.”
BackgroundAnglin, D. M., Tikhonov, A. A., Tayler, R., & Devylder, J. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2021.09.016 · Cited by 5
Structural analysis and reliability of the Perceived Stress Scale in nursing professionals from Peru
Domínguez-Lara, S., Merino‐Soto, C., & Torres-Villalobos, G. (2022) · Enfermería Clínica (English Edition) · doi:10.1016/j.enfcle.2022.01.001 · Cited by 8
Predicting Perceived Stress in Students: A Comparison of Two Theoretical Models
Dickhäuser, L., Koddebusch, C., & Hermann, C. (2022) · Journal of College Student Mental Health · doi:10.1080/87568225.2022.2119185 · Cited by 8
“First, while the ratio of male to female participants was representative of the quota of females in the student population, stress levels were quite high compared to other samples (Klein et al., 2016; Roberti et al., 2006; Tavolacci et al., 2013).”
ResultIndividual and Work-Related Predictors of Exhaustion in East and West Germany
Braunheim, L., Otten, D., Kasinger, C., Brähler, E., & Beutel, M. E. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191811533 · Cited by 5
“The correlation with the first factor of the PSS-10, which indicates perceived helplessness [30], was high and positive (r = 0.”
BackgroundMohamed, N. H., Beckstein, A. S., Hutchings, P. B., Pang, N. T. P., Dawood, S. R. S., Fadilah, R., Sullivan, K., Yahaya, A., & Baral, J. E. V. (2022) · European Journal of Mental Health · doi:10.5708/ejmh.17.2022.2.8 · Cited by 8
“…the Brief COPE and PSS in the current study are higher than has been reported in previous studies on university students (e.g., Poulus et al., 2020; Roberti et al., 2006 respectively); however, this may not be surprising given the context of the situation that participants found themselves in…”
Result
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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