A coordinated analysis of variance in affect in daily life
Open accessAbstract
Despite widespread interest in variance in affect, basic questions remain pertaining to the relative proportions of between-person and within-person variance, the contribution of days and moments, and the reliability of these estimates. We addressed these questions by decomposing negative affect and positive affect variance across three levels (person, day, moment), and calculating reliability using a coordinated analysis of seven daily diary, ecological momentary assessment (EMA), and diary-EMA hybrid studies (across studies age = 18-84 years, total N persons = 2,103, total N observations = 45,065). Across studies, within-person variance was sizeable (negative affect: 45% to 66%, positive affect: 25% to 74%); in EMA more within-person variance was attributable to momentary rather than daily level. Reliability was adequate to high at all levels of analysis (within-person: .73-.91; between-person: .96-1.00) despite different items and designs. We discuss the implications of these results for the design of future intensive studies of affect variance.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The affect items were derived from previous personalized sensing studies and a review of affect measurement in previous EMA studies to increase comparability with existing literature.
“We derived these affect items from previous personalized sensing studies [which used the circumplex model of emotion as basis; (69, 70)] and a review of affect measurement in previous EMA studies (71), to increase the comparability with existing literature.”
From Personalised depression forecasting using mobile sensor data and ecological momentary assessment (2022) · cites this paper as [71]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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 · see citing works
Russell, J. A. (1980) · Journal of Personality and Social Psychology · doi:10.1037/h0077714 · Cited by 16,334 · see citing works
The PANAS-X: Manual for the Positive and Negative Affect Schedule - Expanded Form
Watson, D., & Clark, L. A. (1994) · doi:10.17077/48vt-m4t2 · Cited by 3,697 · see citing works
Russell, J. A., & Barrett, L. F. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.5.805 · Cited by 3,121 · see citing works
The independence of positive and negative affect.
Diener, E., & Emmons, R. A. (1984) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.47.5.1105 · Cited by 2,414 · see citing works
Handbook of research methods for studying daily life
Mehl, M. R., Conner, T. S., & Csíkszentmihályi, M. (2012) · Choice Reviews Online · doi:10.5860/choice.50-1159 · Cited by 2,121 · cited 1× · see citing works
“As such, there is great need for further psychometric work in ILD measurement, including both secondary analyses and experimental manipulations of design factors (among many other approaches; see, e.g., Mehl & Conner, 2011; Stone, Shiffman, Atienza, & Nebeling, 2007).”
Does positive affect influence health?
Pressman, S. D., & Cohen, S. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.6.925 · Cited by 2,087 · cited 1× · see citing works
“…in aging (Carstensen et al., 2011), personality (Eid & Diener, 1999; Kuppens, Van Mechelen, Nezlek, Dossche, & Timmermans, 2007), psychopathology (Ebner-Priemer, Eid, Kleindienst, Stabenow, & Trull, 2009; Gross & Jazaieri, 2014), and physical health symptoms (Pressman & Cohen, 2005; Watson, 1988).”
The independence of positive and negative affect.
Diener, E., & Emmons, R. A. (1984) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.47.5.1105 · Cited by 1,766 · cited 2× · see citing works
“(2002), Mroczek and Kolarz (1998) Watson, Clark, and Tellegan (1988) Diener and Emmons (1984) Russell (1980), Watson and Clark (1999) Diener and Emmons (1984) Watson et al. (1988) Diener and Emmons (1984) Diener and Emmons (1984) Russell (1980), Watson and Clark (1999)”
BackgroundThe effect of age on positive and negative affect: A developmental perspective on happiness.
Mroczek, D. K., & Kolarz, C. M. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.75.5.1333 · Cited by 1,573 · see citing works
Baum, A., Revenson, T., & Singer, J. (2001) · Psychology Press eBooks · doi:10.4324/9781410600073 · Cited by 1,256 · see citing works
Emotional experience improves with age: Evidence based on over 10 years of experience sampling
Carstensen, L. L., Turan, B., Scheibe, S., Ram, N., Ersner-Hershfield, H., Samanez-Larkin, G. R., Brooks, K. P., & Nesselroade, J. R. (2011) · Psychology and Aging · doi:10.1037/a0021285 · Cited by 1,223 · cited 2× · see citing works
“Fluctuations in affective states are a focus in research relevant to a broad range of outcomes including well-being in aging (Carstensen et al., 2011), personality (Eid & Diener, 1999; Kuppens, Van Mechelen, Nezlek, Dossche, & Timmermans, 2007), psychopathology (Ebner-Priemer, Eid, Kleindienst,…”
Emotion, Emotion Regulation, and Psychopathology: An Affective Science Perspective
Gross, J. J., & Jazaieri, H. (2014) · Clinical Psychological Science · doi:10.1177/2167702614536164 · Cited by 1,087 · cited 1× · see citing works
“…in aging (Carstensen et al., 2011), personality (Eid & Diener, 1999; Kuppens, Van Mechelen, Nezlek, Dossche, & Timmermans, 2007), psychopathology (Ebner-Priemer, Eid, Kleindienst, Stabenow, & Trull, 2009; Gross & Jazaieri, 2014), and physical health symptoms (Pressman & Cohen, 2005; Watson, 1988).”
Watson, D. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1020 · Cited by 1,031 · cited 4× · see citing works
“These questions are important because numerous studies have used indices of within-person affect variance to characterize developmental processes, adaptation, and risk for health outcomes (Bisconti, Bergeman, & Boker, 2004; Brose, Scheibe, & Schmiedek, 2013; Watson, 1988).”
BackgroundInfluentialCranford, J. A., Shrout, P. E., Iida, M., Rafaeli, E., Yip, T., & Bolger, N. P. (2006) · Personality and Social Psychology Bulletin · doi:10.1177/0146167206287721 · Cited by 869 · cited 10× · see citing works
“As a starting point for researchers interested in specific subtypes, Cranford et al. (2006) calculated reliabilities with three items each for anxious mood, depressed mood, and anger.”
BackgroundMethodInfluentialIntegrative data analysis: The simultaneous analysis of multiple data sets
Curran, P. J., & Hussong, A. M. (2009) · Psychological Methods · doi:10.1037/a0015914 · Cited by 867 · cited 1× · see citing works
“One possible approach, integrative analysis (i.e., pooling data from multiple studies and analyzing as a single data set; Curran & Hussong, 2009), was not appropriate because of the heterogeneity in methods across studies.”
MethodJahng, S., Wood, P. K., & Trull, T. J. (2008) · Psychological Methods · doi:10.1037/a0014173 · Cited by 593 · see citing works
Intraindividual variability in affect: Reliability, validity, and personality correlates.
Eid, M., & Diener, E. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.4.662 · Cited by 571 · cited 1× · see citing works
“…affective states are a focus in research relevant to a broad range of outcomes including well-being in aging (Carstensen et al., 2011), personality (Eid & Diener, 1999; Kuppens, Van Mechelen, Nezlek, Dossche, & Timmermans, 2007), psychopathology (Ebner-Priemer, Eid, Kleindienst, Stabenow, & Trull,…”
BackgroundRyan, R. M., Bernstein, J. H., & Brown, K. W. (2010) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2010.29.1.95 · Cited by 517 · see citing works
Trull, T. J., Solhan, M. B., Tragesser, S. L., Jahng, S., Wood, P. K., Piasecki, T. M., & Watson, D. (2008) · Journal of Abnormal Psychology · doi:10.1037/a0012532 · Cited by 503 · cited 1× · see citing works
“Affective instability (Ebner-Priemer et al., 2009; Jahng, Wood, & Trull, 2008; Larsen, 1987; Russell & Barrett, 1999; Trull et al., 2008), describing temporal ordering in shifts in affect, is also an important and relevant future direction for replication through coordinated analysis.”
BackgroundEmotional Reactivity to Everyday Problems, Affective Inertia, and Neuroticism
Suls, J. M., Green, P., & Hillis, S. L. (1998) · Personality and Social Psychology Bulletin · doi:10.1177/0146167298242002 · Cited by 421 · see citing works
Ram, N., & Gerstorf, D. (2009) · Psychology and Aging · doi:10.1037/a0017915 · Cited by 417 · cited 1× · see citing works
“There are two ways that researchers generally index affect variance (see Ram & Gerstorf, 2009): stochastic and systematic variation.”
BackgroundReexamining the circumplex model of affect.
Remington, N. A., Fabrigar, L. R., & Visser, P. S. (2000) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.79.2.286 · Cited by 403 · see citing works
A practical guide to understanding reliability in studies of within-person variability
Nezlek, J. B. (2016) · Journal of Research in Personality · doi:10.1016/j.jrp.2016.06.020 · Cited by 333 · cited 1× · see citing works
“Nezlek (2016) reviews the merits and weaknesses of vari-”
BackgroundKuppens, P., Mechelen, I. V., Nezlek, J. B., Dossche, D., & Timmermans, T. (2007) · Emotion · doi:10.1037/1528-3542.7.2.262 · Cited by 285 · see citing works
Ebner‐Priemer, U., Eid, M., Kleindienst, N., Stabenow, S., & Trull, T. J. (2009) · Journal of Abnormal Psychology · doi:10.1037/a0014868 · Cited by 284 · cited 1× · see citing works
“Affective instability (Ebner-Priemer et al., 2009; Jahng, Wood, & Trull, 2008; Larsen, 1987; Russell & Barrett, 1999; Trull et al., 2008), describing temporal ordering in shifts in affect, is also an important and relevant future direction for replication through coordinated analysis.”
BackgroundHofer, S. M., & Piccinin, A. M. (2009) · Psychological Methods · doi:10.1037/a0015566 · Cited by 248 · cited 1× · see citing works
“Instead, we conducted coordinated analyses (Hofer & Piccinin, 2009) to directly study the comparability and replication of findings from multiple studies of varying populations which used different instruments to assess the same constructs.”
The stability of mood variability: A spectral analytic approach to daily mood assessments.
Larsen, R. J. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.52.6.1195 · Cited by 219 · cited 1× · see citing works
“Affective instability (Ebner-Priemer et al., 2009; Jahng, Wood, & Trull, 2008; Larsen, 1987; Russell & Barrett, 1999; Trull et al., 2008), describing temporal ordering in shifts in affect, is also an important and relevant future direction for replication through coordinated analysis.”
BackgroundFlux, Pulse, and Spin: Dynamic Additions to the Personality Lexicon.
Moskowitz, D. S., & Zuroff, D. C. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.6.880 · Cited by 200 · see citing works
The Effects of Stress on Cognitive Aging, Physiology and Emotion (ESCAPE) Project
Scott, S. B., Graham-Engeland, J. E., Engeland, C. G., Smyth, J. M., Almeida, D. M., Katz, M. J., Lipton, R. B., Mogle, J. A., Munoz, E., Ram, N., et al. (2015) · BMC Psychiatry · doi:10.1186/s12888-015-0497-7 · Cited by 197 · cited 1× · see citing works
“For additional detail on the sample and study protocol, see Scott et al. (2015).”
BackgroundAlmeida, D. M., McGonagle, K. A., & King, H. A. (2009) · Biodemography and Social Biology · doi:10.1080/19485560903382338 · Cited by 185 · cited 1× · see citing works
“For additional detail on the sample and study protocol, see Almeida, McGonagle, and King (2009).”
BackgroundEmotional Well-Being in Recently Bereaved Widows: A Dynamical Systems Approach
Bisconti, T. L., Bergeman, C. S., & Boker, S. M. (2004) · The Journals of Gerontology Series B · doi:10.1093/geronb/59.4.p158 · Cited by 134 · see citing works
Ram, N., Conroy, D. E., Pincus, A. L., Lorek, A., Rebar, A. L., Roche, M. J., Coccia, M., Morack, J., Feldman, J., & Gerstorf, D. (2014) · Research in Human Development · doi:10.1080/15427609.2014.906739 · Cited by 116 · cited 1× · see citing works
“For example, weekend/weekday and work/nonwork effects have been found as predictors of state affect (e.g., Ram et al., 2014; Ryan, Bernstein, & Brown, 2010).”
BackgroundSegerstrom, S. C., Boggero, I. A., Smith, G. T., & Sephton, S. E. (2014) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.07.022 · Cited by 115 · see citing works
Life contexts make a difference: Emotional stability in younger and older adults.
Brose, A., Scheibe, S., & Schmiedek, F. (2013) · Psychology and Aging · doi:10.1037/a0030047 · Cited by 114 · see citing works
Everyday stress response targets in the science of behavior change
Smyth, J. M., Sliwinski, M. J., Zawadzki, M. J., Scott, S. B., Conroy, D. E., Lanza, S. T., Marcusson-Clavertz, D., Kim, J., Stawski, R. S., Stoney, C. M., et al. (2018) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.09.009 · Cited by 98 · cited 1× · see citing works
“These coordinated analyses utilized data from ILD studies: two daily diary studies, three EMA studies, and two hybrid designs in which both EMA-style momentary and daily diary-style EOD reports were collected (see Smyth et al., 2018).”
MethodBray, J. W., Kelly, E. L., Hammer, L. B., Almeida, D. M., Dearing, J. W., King, R. B., & Buxton, O. M. (2013) · doi:10.3768/rtipress.2013.mr.0024.1303 · Cited by 92 · cited 2× · see citing works
“The WFHS is a multisite workplace intervention conducted in both information technology and extended care (e.g., nursing home) workplace contexts (Bray et al., 2013).”
Damaske, S., Smyth, J. M., & Zawadzki, M. J. (2014) · Social Science & Medicine · doi:10.1016/j.socscimed.2014.04.047 · Cited by 66 · cited 1× · see citing works
“For additional details on the sample and study protocol, see Damaske, Smyth, and Zawadzki (2014).”
BackgroundWhat's in a Day? A Guide to Decomposing the Variance in Intensive Longitudinal Data
de Haan-Rietdijk, S., Kuppens, P., & Hamaker, E. L. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00891 · Cited by 60 · cited 2× · see citing works
“3. de Haan-Rietdijk et al. (2016) directed researchers not to rely on the significant tests from these empty models when determining whether to use a three-level or two-level structure; instead, they recommend using Akaike’s information criterion to examine the results of autoregressive multilevel…”
MethodDaily Memory Lapses in Adults: Characterization and Influence on Affect
Mogle, J. A., Muñoz, E., Hill, N. L., Smyth, J. M., & Sliwinski, M. J. (2017) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbx012 · Cited by 48 · see citing works
Smyth, J. M., Zawadzki, M. J., Santuzzi, A. M., & Filipkowski, K. B. (2014) · Psychology and Health · doi:10.1080/08870446.2014.889139 · Cited by 37 · see citing works
Age and the Factor Structure of Emotional Experience in Adulthood
Charles, S. T., Mogle, J. A., Leger, K. A., & Almeida, D. M. (2017) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbx116 · Cited by 24 · see citing works
Ruiz, J. M., Taylor, D. J., Uchino, B. N., Smith, T. W., Allison, M., Ahn, C. W., Johnson, J. J., & Smyth, J. M. (2017) · BMJ Open · doi:10.1136/bmjopen-2017-017345 · Cited by 17 · cited 1× · see citing works
“For additional details on the sample and study protocol, see Ruiz et al. (2017).”
Flagged first, then by citations
Cited by
Sorted by citations
Klaiber, P., Wen, J. H., DeLongis, A., & Sin, N. L. (2021) · The Journals of Gerontology: Series B · doi:10.1093/geronb/gbaa096 · Cited by 288 · see citing works
Evaluation of Pressing Issues in Ecological Momentary Assessment
Stone, A. A., Schneider, S., & Smyth, J. M. (2022) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-080921-083128 · Cited by 223 · see citing works
“…core psychometric feature, yet reliability estimates are not commonly reported in applied EMA research, and they have been largely confined to psychometric investigations (Carlozzi et al. 2018, Edmondson et al. 2013, Eisele et al. 2021a, Murray et al. 2022, Scott et al. 2020, Versluis et al. 2021).”
Applied ambulatory assessment: Integrating idiographic and nomothetic principles of measurement.
Wright, A. G. C., & Zimmermann, J. (2019) · Psychological Assessment · doi:10.1037/pas0000685 · Cited by 204 · see citing works
Keller, J., Kwaśnicka, D., Klaiber, P., Sichert, L., Lally, P. J., & Fleig, L. (2021) · British Journal of Health Psychology · doi:10.1111/bjhp.12504 · Cited by 122 · see citing works
Zhaoyang, R., Martire, L. M., & Darnall, B. D. (2020) · Pain · doi:10.1097/j.pain.0000000000001959 · Cited by 105 · see citing works
Joseph, N. T., Jiang, Y., & Zilioli, S. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.02.042 · Cited by 87 · see citing works
Sleep duration and affective reactivity to stressors and positive events in daily life.
Sin, N. L., Wen, J., Klaiber, P., Buxton, O. M., & Almeida, D. M. (2020) · Health Psychology · doi:10.1037/hea0001033 · Cited by 64 · see citing works
“Positive affect was assessed with 13 items: in good spirits, cheerful, extremely happy, calm and peaceful, satisfied, full of life, close to others, like you belong, enthusiastic, attentive, proud, active, and confident (within-person reliability .86, between-person reliability .99; Scott et al., 2018).”
MethodInfluentialSmyth, J. M., Zawadzki, M. J., Marcusson‐Clavertz, D., Scott, S., Johnson, J. A., Kim, J., Toledo, M. J. L., Stawski, R. S., Sliwinski, M. J., & Almeida, D. M. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916221082108 · Cited by 63 · see citing works
Age differences in everyday stressor-related negative affect: A coordinated analysis.
Stawski, R. S., Scott, S., Zawadzki, M. J., Sliwinski, M. J., Marcusson‐Clavertz, D., Kim, J., Lanza, S. T., Green, P. A., Almeida, D. M., & Smyth, J. M. (2018) · Psychology and Aging · doi:10.1037/pag0000309 · Cited by 61 · see citing works
Just-in-time adaptive ecological momentary assessment (JITA-EMA)
Schneider, S., Junghaenel, D. U., Smyth, J. M., Wen, C. K. F., & Stone, A. A. (2023) · Behavior Research Methods · doi:10.3758/s13428-023-02083-8 · Cited by 54 · see citing works
“Common EMA measures such as momentary emotion scales with 3–5 items have been shown to capture within-person fluctuations with reliabilities of 0.6 to 0.8 (Cranford et al., 2006; Scott et al., 2018).”
BackgroundInfluentialZhaoyang, R., Scott, S., Smyth, J. M., Kang, J. E., & Sliwinski, M. J. (2019) · Annals of Behavioral Medicine · doi:10.1093/abm/kaz057 · Cited by 49 · see citing works
“99) [27], and responses on happy, enthusiastic, content, and excited were averaged as a measure of current PA (within-person reliability is 0.”
BackgroundPersonalised depression forecasting using mobile sensor data and ecological momentary assessment
Kathan, A., Harrer, M., Küster, L., Triantafyllopoulos, A., He, X., Milling, M., Gerczuk, M., Yan, T., Rajamani, S. T., Heber, E., et al. (2022) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.964582 · Cited by 47 · see citing works
“We derived these affect items from previous personalized sensing studies [which used the circumplex model of emotion as basis; (69, 70)] and a review of affect measurement in previous EMA studies (71), to increase the comparability with existing literature.”
MethodSense of Purpose Predicts Daily Positive Events and Attenuates Their Influence on Positive Affect
Hill, P., Sin, N. L., Almeida, D., & Burrow, A. L. (2020) · Emotion · doi:10.1037/emo0000776 · Cited by 39 · see citing works
Shin, K. E., Newman, M. G., & Jacobson, N. C. (2021) · British Journal of Clinical Psychology · doi:10.1111/bjc.12295 · Cited by 41 · see citing works
Hawes, M. T., Olino, T. M., & Klein, D. N. (2022) · Journal of Personality Assessment · doi:10.1080/00223891.2022.2051533 · Cited by 38 · see citing works
Marcusson‐Clavertz, D., West, M. J., Kjell, O., & Somer, E. (2019) · PLoS ONE · doi:10.1371/journal.pone.0225529 · Cited by 38 · see citing works
Online validation of combined mood induction procedures
Marcusson‐Clavertz, D., Kjell, O., Persson, S. D., & Cardeña, E. (2019) · PLoS ONE · doi:10.1371/journal.pone.0217848 · Cited by 35 · see citing works
Associations Between Objective Sleep and Ambulatory Blood Pressure in a Community Sample
Doyle, C. Y., Ruiz, J. M., Taylor, D. J., Smyth, J. W., Flores, M. A., Dietch, J. R., Ahn, C. W., Allison, M., Smith, T. W., & Uchino, B. N. (2019) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000711 · Cited by 34 · see citing works
Beck, E. D., Yoneda, T. B., James, B. D., Bennett, D. A., Hassenstab, J. J., Katz, M. J., Lipton, R. B., Morris, J. C., Mroczek, D. K., & Graham, E. K. (2023) · Alzheimer s & Dementia · doi:10.1002/alz.13523 · Cited by 31 · see citing works
“67 Future research should make use of longitudinal measurement burst designs that assess day-to-day negative affect, to examine prospective associations between average levels of and variability in affect in relation to dementia diagnosis and neuropathology.”
BackgroundCoordinated data analysis: Knowledge accumulation in lifespan developmental psychology.
Graham, E. K., Willroth, E. C., Weston, S. J., Terrera, G. M., Clouston, S., Hofer, S. M., Mroczek, D. K., & Piccinin, A. M. (2021) · Psychology and Aging · doi:10.1037/pag0000612 · Cited by 31 · see citing works
Pyatak, E. A., Hernandez, R., Pham, L. T., Mehdiyeva, K., Schneider, S., Peters, A. L., RUELAS, V. F., Crandall, J. P., Lee, P.-J., Jin, H., et al. (2021) · JMIR Research Protocols · doi:10.2196/30901 · Cited by 32 · see citing works
“Domains: activity type, activity location, activity social situation, activity performance, activity satisfaction, activity importance, diabetes intrusiveness Questions about activity performance, satisfaction, and importance were derived from the Canadian Occupational Performance Measure [39] Question about diabetes…”
Mölsä, M., Lax, M., Korhonen, J., Gumpel, T. P., & Söderberg, P. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.844698 · Cited by 26 · see citing works
New Opportunities for Advancing Dyadic Health Science in Gerontology
Wilson, S. J., Novak, J. R., Yorgason, J. B., Martire, L. M., & Lyons, K. S. (2022) · The Gerontologist · doi:10.1093/geront/gnac187 · Cited by 28 · see citing works
Relationships between daily stress responses in everyday life and nightly sleep
Marcusson‐Clavertz, D., Sliwinski, M. J., Buxton, O. M., Kim, J., Almeida, D. M., & Smyth, J. M. (2022) · Journal of Behavioral Medicine · doi:10.1007/s10865-021-00281-3 · Cited by 30 · see citing works
Schönbrodt, F. D., Zygar–Hoffmann, C., Nestler, S., Pusch, S., & Hagemeyer, B. (2021) · Behavior Research Methods · doi:10.3758/s13428-021-01701-7 · Cited by 26 · see citing works
Hernandez, R., Pyatak, E. A., Vigen, C. L. P., Jin, H., Schneider, S., Spruijt‐Metz, D., & Roll, S. C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph181910354 · Cited by 24 · see citing works
Comparison between sentiments of people from affected and non-affected regions after the flood
Guo, D., Zhao, Q., Chen, Q., Wu, J., Li, L., & Gao, H. (2021) · Geomatics Natural Hazards and Risk · doi:10.1080/19475705.2021.2012530 · Cited by 23 · see citing works
Arigo, D., Hevel, D. J., Bittel, K. M., & Maher, J. P. (2022) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2022.102138 · Cited by 23 · see citing works
The history of dynamic approaches to personality
Revelle, W., & Wilt, J. A. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-813995-0.00001-7 · Cited by 25 · see citing works
Cooke, E. M., Schuurman, N. K., & Zheng, Y. (2022) · Psychological Assessment · doi:10.1037/pas0001167 · Cited by 21 · see citing works
Ruminative Variability Predicts Increases in Depression and Social Anxiety
Bean, C. A. L., & Ciesla, J. A. (2023) · Cognitive Therapy and Research · doi:10.1007/s10608-023-10451-z · Cited by 20 · see citing works
“While it is common for studies assessing momentary rumination to use one or two items (e.g., Blanke et al., 2022; Kiekens et al., 2023), the MRS was used in this study as the five items allow more reliable estimation of momentary rumination than is afforded by fewer items (Scott et al., 2020).”
Fu, S., Lee, Y. E., Yoon, S., Dimotakis, N. E., Koopman, J., & Tepper, B. J. (2024) · Personnel Psychology · doi:10.1111/peps.12640 · Cited by 20 · see citing works
Mukherjee, D., Lee, S. A., & Almeida, D. M. (2023) · Affective Science · doi:10.1007/s42761-023-00209-x · Cited by 18 · see citing works
“Affective indices examined in intensive longitudinal design studies within the community population suggest, in general, NA varies over time while PA remains relatively stable (Scott et al., 2020).”
BackgroundUltra-brief Assessment of Working Memory Capacity: Ambulatory Assessment Study Using Smartphones
Hakun, J. G., Roque, N. A., Gerver, C. R., & Cerino, E. S. (2023) · JMIR Formative Research · doi:10.2196/40188 · Cited by 17 · see citing works
“Decision studies (“D-study”), that is, estimation of reliability at between- and within-person levels, were conducted using formulas described in detail by Cranford et al [35] (Equations 4 and 5; also see Scott et al [39]).”
MethodYousefi, S., Najjar-Ghabel, S., Danehchin, R., Band, S. S., Hsu, C.-C., & Mosavi, A. H. (2024) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2024.101944 · Cited by 17 · see citing works
“The vector α signifies the predicted data direction. population of more than two classes; if the difference exceeds a predetermined threshold, the feature is considered a significant attribute (Scott et al., 2020).”
Personality differences in the occurrence and affective correlates of daily positive events
Klaiber, P., Wen, J., Ong, A. D., Almeida, D. M., & Sin, N. L. (2021) · Journal of Personality · doi:10.1111/jopy.12676 · Cited by 17 · see citing works
Crawford, J. L., English, T., & Braver, T. (2022) · Psychology and Aging · doi:10.1037/pag0000646 · Cited by 10 · see citing works
Memory lapses in daily life among breast cancer survivors and women without cancer history
Scott, S., Mogle, J. A., Sliwinski, M. J., Jim, H., & Small, B. J. (2020) · Psycho-Oncology · doi:10.1002/pon.5357 · Cited by 15 · see citing works
“Reliability was calculated both between persons (ie, reliability of a measure of stable, between person differences in affect) and within persons (ie, reliability of a measure of differences in affect between occasions within the same person) for both samples.(27,28) For negative affect, reliabilities were adequate to…”
BackgroundAffective Reactions to daily interpersonal stressors: Moderation by family involvement and gender
Witzel, D. D., Chandler, K. D., & Stawski, R. S. (2022) · Journal of Social and Personal Relationships · doi:10.1177/02654075221125431 · Cited by 15 · see citing works
“Theorists have proposed, for example, that people influence and are influenced by the lives of family and others that they interact with (Settersten, 2015).”
BackgroundEvaluating dynamics in affect structure with latent Markov factor analysis.
Vogelsmeier, L. V. D. E., Cloos, L., Kuppens, P., & Ceulemans, E. (2023) · Emotion · doi:10.1037/emo0001307 · Cited by 17 · see citing works
“Note, however, that differences in the study characteristics (e.g., sampling frequency, time frame, item selection, level of analysis; Carroll et al., 1999; Eisele et al., 2021; Scott et al., 2020; Watson et al., 1999), will likely influence the emerging structure of affect.”
BackgroundWitzel, D. D., Turner, S. G., & Hooker, K. A. (2021) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbab228 · Cited by 14 · see citing works
A faith-based mind–body intervention to improve psychosocial well-being among rural adults
Mama, S. K., Bhuiyan, N., Bopp, M., McNeill, L. H., Lengerich, E. J., & Smyth, J. M. (2020) · Translational Behavioral Medicine · doi:10.1093/tbm/ibz136 · Cited by 17 · see citing works
“Additionally, given daily fluctuations in affective states related to mental health and well-being [39], the simple pre–post measurement of psychosocial distress and quality of life may reduce ecologic validity of findings.”
BackgroundWitzel, D. D., & Stawski, R. S. (2021) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbab006 · Cited by 13 · see citing works
Stawski, R. S., Cichy, K. E., Witzel, D. D., Schuyler, A. C., & Nichols, M. J. (2022) · Prevention Science · doi:10.1007/s11121-022-01444-7 · Cited by 13 · see citing works
Braitman, A. L., Romano, K. A., Heron, K. E., Ehlke, S. J., Shappie, A. T., & Lewis, R. J. (2021) · Psychological Assessment · doi:10.1037/pas0001073 · Cited by 12 · see citing works
HabitWalk: A micro‐randomized trial to understand and promote habit formation in physical activity
Baretta, D., Gillmann, N., Edgren, R., & Inauen, J. (2024) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12605 · Cited by 16 · see citing works
Neupert, S. D. (2021) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbab169 · Cited by 11 · see citing works
Adding Insult to Injury: Everyday Discrimination Moderates Stressor-Related Negative Affect
Kaur, A., Charles, S. T., Molina, K. M., & Almeida, D. M. (2022) · Behavioral Medicine · doi:10.1080/08964289.2022.2092441 · Cited by 11 · see citing works
Lüdtke, T., Hedelt, K. S., & Westermann, S. (2023) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2023.101885 · Cited by 11 · see citing works
Mean Affect Moderates the Association between Affect Variability and Mental Health
Jenkins, B. N., Ong, L. Q., Ong, A. D., Lee, H. Y., & Boehm, J. K. (2024) · Affective Science · doi:10.1007/s42761-024-00238-0 · Cited by 11 · see citing works
“The affect scales in the NSDE have acceptable between-person reliability ( R kF = .99 for positive affect, .97 for negative affect) and within-person reliability ( R C = .86 for positive affect, .77 for negative affect; Scott et al., 2020).”
BackgroundDomke, A., Keller, J., Heuse, S., Wiedemann, A. U., Lorbeer, N., & Knoll, N. (2021) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12254 · Cited by 11 · see citing works
Joseph, N. T., Chow, E. C., Peterson, L. M., Kamarck, T. W., Clinton, M., & DeBruin, M. (2021) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000966 · Cited by 11 · see citing works
“EMA emotion measures are less susceptible to recall bias than daily or trait measures and exhibit strong within-person reliability (18).”
BackgroundInfluentialSmith, E. L., & Neupert, S. D. (2020) · Current Psychology · doi:10.1007/s12144-020-00694-4 · Cited by 10 · see citing works
Jin, H., Gonzalez, J. S., Pyatak, E. A., Schneider, S., Hoogendoorn, C. J., Hernandez, R., Lee, P.-J., & Spruijt‐Metz, D. (2023) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2023.111442 · Cited by 9 · see citing works
Gavrilova, L., & Zawadzki, M. J. (2023) · Cognition & Emotion · doi:10.1080/02699931.2023.2252960 · Cited by 9 · see citing works
“Based on prior research (Scott et al., 2020), negative emotions were assessed using EMA, with participants separately rating their anxious, angry, and sad emotional states on a 0 ( not at all ) to 10 ( extremely ) sliding scale.”
MethodMacIntyre, R. I., Heron, K. E., Dawson, C. A., Filipkowski, K. B., & Arigo, D. (2021) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2021.40.4.304 · Cited by 8 · see citing works
Almeida, D. M., Charles, S. T., Piazza, J., Stawski, R., Cichy, K., Cerino, E., Rush, J., Nicholson, J. S., Holmberg, J. C., Cramer, N., et al. (2025) · JMIR Research Protocols · doi:10.2196/76453 · Cited by 8 · see citing works
“As one example, Scott and colleagues [52] used NSDE data as part of a coordinated analysis of intensive repeated measurement studies that descriptively demonstrated significant between-person variation, within-person variation, and reliability of daily negative affect and daily positive affect.”
Hernandez, R., Hoogendoorn, C. J., Gonzalez, J. S., Pyatak, E. A., Crespo-Ramos, G., & Schneider, S. (2024) · JMIR Mental Health · doi:10.2196/58352 · Cited by 7 · see citing works
“The use of EMA methodology is ubiquitous in a broad range of fields [25-27], and the use of EMA emotion items is commonplace [28].”
Stull, S. W., Mogle, J. A., Bertz, J. W., Burgess-Hull, A. J., Panlilio, L. V., Lanza, S. T., Preston, K. L., & Epstein, D. H. (2022) · Psychological Assessment · doi:10.1037/pas0001160 · Cited by 7 · see citing works
Johnson, J. A., Zawadzki, M. J., Sliwinski, M. J., Almeida, D. M., Buxton, O. M., Conroy, D. E., Marcusson‐Clavertz, D., Kim, J., Stawski, R. S., Scott, S., et al. (2024) · JMIR Research Protocols · doi:10.2196/58985 · Cited by 6 · see citing works
Pang, R. D., Tucker, C. J., D’Orazio, L. M., Weinberger, A. H., & Guillot, C. R. (2021) · Psychology of Addictive Behaviors · doi:10.1037/adb0000741 · Cited by 6 · see citing works
Hernandez, R., Schneider, S., Wagman, P., Håkansson, C., Spruijt‐Metz, D., & Pyatak, E. A. (2023) · American Journal of Occupational Therapy · doi:10.5014/ajot.2023.050173 · Cited by 6 · see citing works
Caplin, A., Beauchamp, M. R., Weiss, J., Schilf, S., Hives, B. A., DeLongis, A., Johansen, K. L., Epel, E. S., & Puterman, E. M. (2021) · Affective Science · doi:10.1007/s42761-020-00026-6 · Cited by 6 · see citing works
Diachina, A. K., & Neupert, S. D. (2021) · Aging & Mental Health · doi:10.1080/13607863.2021.1998353 · Cited by 6 · see citing works
“Within-person reliability estimates (Scott et al., 2020) were all acceptable (plan rehearsal = .”
BackgroundMethodAnticipatory stress during an election: A daily diary study
Zhu, X., & Neupert, S. D. (2022) · International Journal of Psychology · doi:10.1002/ijop.12852 · Cited by 6 · see citing works
Affect variability and physical health: The moderating role of mean affect
Jenkins, B. N., Ong, L. Q., Lee, H. Y., Ong, A. D., & Boehm, J. K. (2023) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12459 · Cited by 6 · see citing works
“Typically, greater levels of mean negative affect are associated with worse health (Pacella et al., 2018; Sirois & Burg, 2003; Suls & Bunde, 2005; Willroth et al., 2020).”
BackgroundConscientiousness, Activity Engagement, and Momentary Affect in Oldest-Old Adulthood
Windsor, T. D., Curtis, R., Gerstorf, D., Hoppmann, C. A., & Luszcz, M. A. (2020) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbaa136 · Cited by 6 · see citing works
Core Beliefs Disruption in the Context of an Election: Implications for Subjective Well-Being
Zhu, X., & Neupert, S. D. (2021) · Psychological Reports · doi:10.1177/00332941211021347 · Cited by 6 · see citing works
“Third, previous research indicates that individuals may lend themselves to prolonged negative post-event responses by reliving it through media exposure (e.g., Silver et al., 2013).”
BackgroundAngonese, G., Buhl, M., Kuhlmann, I., Kollmeier, B., & Hildebrandt, A. (2024) · JMIR Human Factors · doi:10.2196/52310 · Cited by 4 · see citing works
“A total of 8 items were related to negative affect, and 6 items were related to positive affect [65].”
BackgroundToledo, M. J. L., Zawadzki, M. J., Scott, S., Johnson, J. A., Marcusson‐Clavertz, D., Kim, J., Lanza, S. T., Almeida, D. M., Sliwinski, M. J., & Smyth, J. M. (2024) · Stress and Health · doi:10.1002/smi.3501 · Cited by 5 · see citing works
“…approximately half of the variance in the raw indicators could be attributed to between‐person differences and the other half to within‐person differences (both between‐ days and within‐day variations), which were very similar to that of previous studies (Podsakoff et al. 2019; Scott et al. 2020).”
Limberger, M. F., Schmiedek, F., Santangelo, P., Reichert, M., Wieland, L. M., Berhe, O., Meyer‐Lindenberg, A., Tost, H., & Ebner‐Priemer, U. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1061229 · Cited by 6 · see citing works
“To our knowledge, there is one published methodological study (Wilhelm and Schoebi, 2007) and one metaanalysis (Scott et al., 2020) of adults and one published methodological study of children (Leonhardt et al.”
BackgroundMaher, J. P., Labban, J. D., Hudgins, B. L., Hevel, D. J., Bittel, K. M., Kennedy‐Malone, L., & Hedeker, D. (2024) · Journal of Physical Activity and Health · doi:10.1123/jpah.2024-0350 · Cited by 4 · see citing works
Community crime and safety: An investigation of gender differences in the daily stress process
Robinette, J. W., Piazza, J. R., & Stawski, R. S. (2024) · Journal of Community Psychology · doi:10.1002/jcop.23158 · Cited by 4 · see citing works
“Within ‐ and between ‐ person reliabilities for positive affect were α = 0.86 and α = 0.99, respectively (Scott et al., 2020).”
InfluentialBrearly, T. W., Elbich, D., Dhinojwala, M., & Hakun, J. G. (2025) · The Clinical Neuropsychologist · doi:10.1080/13854046.2025.2534720 · Cited by 4 · see citing works
“…cognition as a construct that can vary dynamically over short periods of time in relation to other biologic, psychological, and environmental contextual factors (Benson et al., 2023; Hakun et al., 2023; Hawks et al., 2024; Scott et al., 2020; Sliwinski, 2008; Sunderaraman et al., 2024).”
A Coordinated Analysis of Physical Reactivity to Daily Stressors: Age and Proactive Coping Matter
Neupert, S. D., Smith, E. L., & Schriefer, M. L. (2022) · Forecasting · doi:10.3390/forecast4040054 · Cited by 4 · see citing works
“Consistent with best practices for coordinated analysis [58,59], we tested simple slopes using the same procedure as in Study 1 and conducted separate models for younger (age 19–36, see Table 4) and older (age 37–86, see Table 5) participants with all covariates.”
BackgroundMethodInfluentialZawadzki, M. J., Hojjaty, A., Guilas, A.-C., & Song, A. V. (2024) · Journal of Research in Personality · doi:10.1016/j.jrp.2024.104472 · Cited by 4 · see citing works
Dial, B., Zawadzki, M. J., Graham‐Engeland, J. E., Witzel, D. D., Tobin, J. N., Cassells, A. N., & Brondolo, E. N. (2025) · Journal of Social and Personal Relationships · doi:10.1177/02654075251358123 · Cited by 3 · see citing works
“Additionally, we partitioned the variance at the momentary (Level 1) and person (Level 2) levels with null models using the PROC MIXED command, in line with prior work (Scott et al., 2020), using restricted maximum likelihood estimation to improve the estimation of random effects.”
Predicting daily fluctuations in multidimensional subjective age among adults aged 19 to 84 years
Zhou, S., Brady, B., Zheng, L., Neupert, S. D., & Anstey, K. J. (2026) · International Journal of Behavioral Development · doi:10.1177/01650254251413126 · Cited by 3 · see citing works
Ambulatory assessment in mental health: expert consensus and recommendations
Löchner, J., Santangelo, P., Ansell, E. B., Bolger, N. P., Ebner‐Priemer, U., Fried, E. I., Gawrilow, C., Hamaker, E. L., Hepp, J., Kaurin, A., et al. (2026) · Nature Mental Health · doi:10.1038/s44220-026-00658-w · Cited by 8 · see citing works
Kho, C., Zawadzki, M. J., & Main, A. (2023) · Journal of Social and Personal Relationships · doi:10.1177/02654075231167887 · Cited by 3 · see citing works
Hernandez, R., Schneider, S., Jin, H., Hoogendoorn, C. J., Lee, P.-J., Pham, L. T., & Pyatak, E. A. (2024) · American Journal of Occupational Therapy · doi:10.5014/ajot.2024.050527 · Cited by 3 · see citing works
“We assessed positive and negative affect with EMA items from Scott et al. ’ s (2018) stress and working memory study.”
Hernandez, R., Schneider, S., Pham, L. T., & Pyatak, E. A. (2023) · Applied Research in Quality of Life · doi:10.1007/s11482-023-10171-2 · Cited by 3 · see citing works
Zawadzki, M. J., Graham‐Engeland, J. E., Robles, P. L., Hussain, M. R., Fair, E. V., Tobin, J. N., Cassells, A. N., & Brondolo, E. N. (2023) · Annals of Behavioral Medicine · doi:10.1093/abm/kaad033 · Cited by 3 · see citing works
Ferguson, G., Ali, S., Pasquini, G., Graham, E. K., Mrozcek, D., Clouston, S., Eaton, N. R., Neubauer, A. B., & Scott, S. (2023) · Journal of Research in Personality · doi:10.1016/j.jrp.2023.104452 · Cited by 3 · see citing works
Positive event diversity: Relationship with personality and well‐being
Klaiber, P., Hill, P. L., Almeida, D. M., DeLongis, A., & Sin, N. L. (2024) · Journal of Personality · doi:10.1111/jopy.12917 · Cited by 3 · see citing works
“The reliability of between-person differences was excellent ( R > 0.97; Scott et al., 2018).”
BackgroundInfluentialLanza, S. T., Whetzel, C. A., & Bhandari, S. (2024) · Interactive Journal of Medical Research · doi:10.2196/45689 · Cited by 3 · see citing works
“This finding is consistent with a coordinated analysis of 6 intensive longitudinal studies of positive and negative affect; variance decomposition of daily data reliably showed affect to be more strongly characterized by between-person differences [40].”
ResultJohnson, N. J., Kil, H., Pauly, T., Ashe, M. C., Madden, K. M., Murphy, R. A., Linden, W., Gerstorf, D., & Hoppmann, C. A. (2024) · Social Science & Medicine · doi:10.1016/j.socscimed.2024.117635 · Cited by 3 · see citing works
Characterizing older adults’ real world memory function using ecologically valid approaches
Richmond, L. L., & Burnett, L. K. (2022) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/bs.plm.2022.07.004 · Cited by 3 · see citing works
Shi, D., Hébert, E. T., & Businelle, M. S. (2023) · doi:10.31234/osf.io/bdpre · Cited by 3 · see citing works
The stability of intraindividual means and standard deviations of affect
Shryock, I., Condon, D. M., & Weston, S. J. (2025) · Personality Science · doi:10.1177/27000710251318301 · Cited by 2 · see citing works
“A substantial amount of research has assessed the reliability of momentary measures of affect and dynamic indices (Dejonckheere et al., 2022; Scott et al., 2020; Wendt et al., 2020; Wilhelm & Schoebi, 2007).”
Considerations for Advancing the Conceptualization of Well-being
Sin, N. L., & Ong, L. Q. (2022) · Affective Science · doi:10.1007/s42761-022-00149-y · Cited by 2 · see citing works
Daily Stressor Appraisals and Subjective Age Predict Daily Affective Ratings
Graham, L. N., O’Brien, E. L., & Neupert, S. D. (2025) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbaf029 · Cited by 2 · see citing works
Manipulating emotions for ground truth emotion analysisPreprint
Kleinberg, B. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2006.08952 · Cited by 2 · see citing works
Ultra-brief Ambulatory Assessment of Working Memory Capacity via Smart PhonesPreprint
Hakun, J. G., Roque, N. A., Gerver, C. R., & Cerino, E. S. (2021) · doi:10.31234/osf.io/ewzg7 · Cited by 2 · see citing works
Chasing consistency: On the measurement error in self-reported affect in experiments
Vanhasbroeck, N., Vanbelle, S., Moors, A., Vanpaemel, W., & Tuerlinckx, F. (2023) · Behavior Research Methods · doi:10.3758/s13428-023-02290-3 · Cited by 1 · see citing works
Hernandez, R., Aldrich, R. M., Schneider, S., Stone, A. A., Roll, S. C., & Pyatak, E. A. (2024) · Journal of Occupational Science · doi:10.1080/14427591.2024.2431138 · Cited by 1 · see citing works
“Items for the psychosomatic variables (Bro-derick et al., 2009; Dunton et al., 2019) and affect (Scott et al., 2018) were all administered in several prior EMA studies.”
Teuber, Z., Botes, E., Reiter, J., Greiff, S., Aunola, K., & McNeish, D. (2025) · Communications Psychology · doi:10.1038/s44271-025-00346-y · Cited by 1 · see citing works
Maher, J. P., Behler, M. H., Castro-Buitrago, N., Hudgins, B. L., Murray, E. E., Seo, Y., & Rebar, A. L. (2026) · Psychology and Health · doi:10.1080/08870446.2025.2528925 · Cited by 1 · see citing works
“Using an adjective based approach in EMA research, as few as two items assessing positive or negative affect has shown to be valid in capturing these constructs (Scott et al., 2020).”
The (in)distinguishability of Machiavellianism and psychopathy? Discovering the daily dynamics
Walczak, D., Rogoza, R., & Jones, D. N. (2026) · Journal of Research in Personality · doi:10.1016/j.jrp.2026.104710 · Cited by 1 · see citing works
Zhu, J., Pan, H., Zhou, J., Gao, Y., Xie, Z., Zhang, C., Li, Y., Liu, Q., Shen, M., & Niu, L. (2026) · Psychiatry Research · doi:10.1016/j.psychres.2026.117310 · Cited by 1 · see citing works
- Authors
- Scott, S. B., Sliwinski, M. J., Zawadzki, M., Stawski, R. S., Kim, J., Marcusson-Clavertz, D., Lanza, S. T., Conroy, D. E., Buxton, O., Almeida, D. M., & Smyth, J. M.
- Affiliations
- Stony Brook University (US)
- Pennsylvania State University (US)
- University of California, Merced (US)
- Oregon State University (US)
- Pennsylvania State University, University Park, PA, USA
- Corresponding author
- Scott, Stacey B.
- ORCID
- Venue
- Assessment
- Publisher
- SAGE Publications
- Published
- 2018-09-09
- Volume
- 27
- Issue
- 8
- Pages
- 1683-1698
- ISSN
- 1073-1911 (ISSN-L)
- 1552-3489
- PMC
- PMC6408986
- OpenAlex
- W2891573817
- Cited by
- 115
- References
- 42
- Citations by year
- 2026: 15 · 2025: 7 · 2024: 19 · 2023: 19 · 2022: 18 · 2021: 22 · 2020: 9 · 2019: 5 · 2018: 1
- FWCI
- 12.12
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Assessment (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- Gallup Organization
- Basic Behavioral and Social Sciences Research Opportunity Network
- Leonard and Sylvia Marx Foundation
- Czap Foundation
- National Heart, Lung, and Blood Institute (R01 HL067990, R01 HL109340, R01HL107240)
- National Institute of Child Health and Human Development (U01HD051217, U01HD051218, U01HD051256, U01HD051276, U01HD059773)
- National Institute for Occupational Safety and Health (U01OH008788)
- National Institutes of Health (NIH) Science of Behavior Change Common Fund Program (UH2-AG052167)
- National Center for Advancing Translational Sciences
- National Institute on Aging (CTSA 1UL1TR001073, P01 AG020166, P01 AG03949, R01 AG019239, R01 AG039409, R01 AG042595, U01AG027669)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Emotion and Mood Recognition
- Keywords
- within-person variance, negative affect, positive affect, everyday life, ecological momentary assessment, daily diary, reliability statistics, intensive longitudinal data
- MeSH terms
- Ecological Momentary Assessment, Adolescent, Adult, Affect, Aged, Aged, 80 and over, Analysis of Variance, Humans, Middle Aged, Reproducibility of Results, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review