key: cord-1029023-x6rem83n
authors: Ratner, Kaylin; Burrow, Anthony L.; Mendle, Jane; Hill, Patrick L.
title: A prospective study of college student depressive symptoms, sense of purpose, and response to a COVID-19 campus shutdown
date: 2021-12-22
journal: Pers Individ Dif
DOI: 10.1016/j.paid.2021.111475
sha: 8630da927c4d0d0674f28651a08415550d618254
doc_id: 1029023
cord_uid: x6rem83n

Individual differences can shape the way major life events are experienced. In this study, we explored the unique and interactive effects of depressive symptoms and sense of purpose on downstream appraisals of a COVID-19 college campus shutdown. Data were from a sample of U.S. college students (n = 152) surveyed prior to widespread COVID-19 transmission (Time 1; early fall 2019), and again just after their university closed as a protective measure (Time 2; mid-spring 2020). Depressive symptoms were positively associated, whereas sense of purpose was negatively associated, with cross-sectional reports of social status change due to shutdown. Depressive symptoms at Time 1 positively predicted perceived external control of the situation at Time 2, and sense of purpose at Time 1 positively predicted changes to worldview at Time 2. Purpose and depressive symptoms evidenced high rank-order stability from Time 1 to Time 2. This study represents a rare documentation of college students' feelings and experiences before, and during, a historical moment. The implications of these findings for future research are discussed.

With the suspension of in-person classes in March and April 2020 due to COVID-19, many U.S. college students had to move quickly out of local residencies and adjust to courses online. Amid fears for health and safety, many also said abrupt goodbyes to friends and faculty, and graduated with little-to-no ceremony to mark their achievement (see Correal, 2020) . By summer 2020, 74.9% of 18 to 24-years-olds reported experiencing at least one adverse psychological symptom (Czeisler et al., 2020) . In this study, we explored how two individual differences related to stress response-depressive symptoms (e.g., Morris et al., 2010) and sense of purpose (e.g., Hill et al., 2018 Hill et al., , 2021 )-predicted how students appraised their campus shutting down due to . Documenting psychological responses, as well as their correlates and predictors, is valuable for describing this historical moment and informing future work on trajectories of recovery from large-scale events.

For college students, a campus shutdown amidst a global pandemic qualifies as a major life event: it has a defined start, upends daily life, and is not easily forgotten (see Luhmann et al., 2014 Luhmann et al., , 2020 . However, it is unlikely that students experienced the shutdown uniformly. This is important, as individual event appraisals can differentially impact psychological outcomes (Dohrenwend, 2000; Lazarus & Folkman, 1984) . The Transactional Theory of Stress and Coping (TTSC; Lazarus & Folkman, 1984) suggests that stress and negative outcomes are most likely when situations are deemed threatening (primary appraisal) and resources insufficient for handling the threat (secondary appraisal). Once stress is felt, people can engage in coping strategies to neutralize the threat (e.g., changing the situation, changing perceptions) and monitor J o u r n a l P r e -p r o o f effectiveness through ongoing reappraisal. For many years, negative and uncontrollable events became alluring study targets because of a presumed stronger impact on functioning (e.g., Baumeister et al., 2001; Peacock & Wong, 1990) . Recent work, however, challenges these notions. As reviewed by Luhmann and colleagues (2020), positive and negative events can have similar beneficial outcomes and qualitatively similar negative events can have different outcomes. Thus, a finer-grained approach to understanding event appraisal is warranted, as it can aid prediction of post-event adjustment.

Addressing this need, Luhmann and colleagues (2020) developed the Event Characteristics Questionnaire (ECQ) to capture how individuals subjectively experience events.

Subscales include perceived challenge (i.e., event-related distress), emotional significance (i.e., strength of elicited affect), impact (i.e., daily disruption), social status change (e.g., changes to reputation), worldview change (i.e., changes to attitudes and beliefs), predictability (i.e., foreseeability), external control (i.e., how much the event was due to others), extraordinariness (i.e., rarity), and valence (i.e., positivity of experience). In their initial studies, lower life satisfaction, lower mood, and higher neuroticism tended to correlate with major events being rated as more challenging, emotionally significant, and impactful; eliciting more changes to one's worldviews and social status; and having a more negative valence. Using the ECQ to predict longitudinal trajectories of well-being post-events, Luhmann and colleagues (2020) found that the most robust predictors of recovery were valence, extent of change in social status, and impact on daily life. These findings show that event ratings provide meaningful information for understanding concurrent and future well-being.

Given the ECQ's potential to anticipate outcomes associated with major life events, it is important to understand what predicts these event ratings. Initial evidence suggests there is little J o u r n a l P r e -p r o o f systematic variation in event appraisals with respect to the Big Five personality traits (Rakhshani et al., 2021) . Thus, developing a wider understanding of dispositional predictors of event appraisal is necessary. Furthermore, exploring appraisals of a campus shutdown could provide useful benchmarks for future work concerning the psychological impact of the pandemic.

One individual difference that might impact campus shutdown appraisal is level of depressive symptoms. Often evidencing stability over time (Musliner et al., 2016) , depressive symptoms are continuously distributed throughout the population and resemble, in lower intensity, the features of clinical depression (e.g., Haslam et al., 2020) . Greater depressive symptoms are associated with heightened attention toward negative stimuli (Koster et al., 2005) , more negative thinking about one's past and future (Dalgleish & Werner-Seidler, 2014; Liu et al., 2015) , and increased stress reactivity (e.g., Booij et al., 2018; Morris et al., 2010) . Because cognitive features of depression often curtail effective coping and reappraisal (e.g., Joormann & Gotlib, 2010), depressive symptoms could be associated with appraisals of the shutdown as less positive, more impactful, and more challenging (see also correlates of neuroticism in Rakhshani et al., 2021) . This possibility tracks with evidence that pre-existing mental health conditions contributed to risk for pandemic distress (Xiong et al., 2020) .

Alternatively, depressive symptoms may correspond with milder, or even positive, responses to campus shutdown for two primary reasons. First, while research is still emerging, studies of both adolescent and adult populations suggest that some may have experienced decreases in pre-pandemic internalizing symptoms in the initial days of COVID-19 (Cost et al., 2021; Penner et al., 2021 , Van Winkle et al., 2021 . Second, similar to accommodations for workers returning from major depression (Bastien & Corbière, 2019) , some have speculated that J o u r n a l P r e -p r o o f features of campus shutdown (e.g., asynchronous instruction, remote meetings, adjusted assignments and grading policies, and relaxed deadlines; see Flaherty, 2020, Retta, 2020) may have reduced daily pressures on students. Indeed, anecdotal narratives within media (e.g., Eccles, 2021; Kaufman, 2020) and recent empirical evidence from adolescents (Silk et al., 2021) suggest that shutdowns sometimes alleviated burdens, particularly those related to work/school achievement and self-presentation, in the early days of the pandemic. there is reason to suspect that those with greater depressive symptoms pre-pandemic could have experienced campus shutdown as more positive, less challenging, and even less impactful on daily life. Together, the evidence in this section suggests that early depressive symptoms could predict campus shutdown appraisals in both directions.

Another individual difference that may change appraisals is sense of purpose. Sense of purpose is a stable, overarching direction that organizes daily behaviors around future objectives (Ryff, 1989; Scheier et al., 2006) . Across studies, sense of purpose is a robust correlate of health and psychological well-being, including more adaptive stress responses and affective stability (Hill et al., 2018; Pfund & Hill, 2018) . Purpose may change the way campus shutdown and other J o u r n a l P r e -p r o o f events are experienced by reframing the situation-a coping strategy in the TTSC framework (Lazarus, 1993; Lazarus & Folkman, 1984) -and widening one's perspective beyond current circumstances (e.g., Malin et al., 2019; Yang et al., 2021) . In particular, a greater sense of purpose might predict less perceived impact and challenge. In a series of studies (Burrow et al., 2016) , college students with greater purpose rated virtual and real hills around their campus as less steep and requiring less effort to climb. Supporting this view, purpose has been explicitly nominated as a potential source of pandemic resilience (White, 2020) .

By contrast, sense of purpose may also correlate with more negative appraisals of campus shutdown. For example, many academic activities (e.g., lab-based classes, study abroad) taking place in spring 2020 changed drastically or were canceled entirely. The agentic and goalpursuing attributes of purposeful individuals may make this ubiquitous and uncontrollable obstruction highly distressing. Indeed, goal obstruction is stressful (see, e.g., Control Theory;

Carver & Scheier, 1982) and people who report feeling off-course in life tend to report greater concurrent and future depressive symptoms (Burrow et al., 2020). Thus, a campus shutdown may have disturbed many goal-directed behaviors, leading purposeful people to be most negatively impacted (see Hill et al., 2021) .

To this point, depressive symptoms and sense of purpose have been discussed as independent individual differences related to event perception. However, both exist concurrently within individuals at varying levels. Testing both the unique and combined prediction of a sense of purpose and depressive symptoms has proven fruitful in studies of cognitive deficits (Lewis & Hill, 2021), suicidality (Błażek et al., 2015) , and hopelessness (Marco et al., 2016) . Therefore, testing whether pre-shutdown sense of purpose and depressive symptoms interact to predict later J o u r n a l P r e -p r o o f event characteristic appraisals could provide greater, and more realistic, insight into the potential role each plays.

This study explored whether depressive symptoms, sense of purpose, and their interaction correspond with concurrent and prospective appraisals of a residential college campus shutdown during the COVID-19 pandemic. As theories of stress appraisal often emphasize the role of negative valence and controllability (e.g., Baumeister et al., 2001; Lazarus & Folkman, 1984; Peacock & Wong, 1990) , the assumed ubiquity of these features in the COVID-19 pandemic provides an interesting context for studying potential variability in appraisals.

Participants originated from a pool of 579 students from [REDACTED] University enrolled in a larger, campus-wide study about college adjustment [REDACTED CITATION].

Returning participants were excluded if they indicated they were not enrolled in school (n = 32) or did not correctly answer an attention check at either wave (n = 167). Students comprising the final analytic sample (n = 152) were in their fourth year (M age = 20.86 years [SD = 0.52]). The sample was 71.7% female, and was 44.1% White, Non-Hispanic; 32.9% Asian or Pacific Islander; 4.6% Black, Non-Hispanic; 4.6% Hispanic or Latinx; 11.2% multiracial; and 2.0% other/unlisted. 

All variables were standardized prior to analysis. First, to gain a sense for all unadjusted associations, a correlation matrix was constructed. Next, a series of regressions (comprising T1 purpose, T1 depressive symptoms, and the T1 interaction of these variables) predicted each of the nine ECQ subscales separately. Interactive regressions were evaluated at a Bonferroniadjusted alpha level corresponding to p ≤ .006 (.05/9 models).

Depression Inventory-II (Beck et al., 1996) . Scored from 0 to 3, participants were asked to select the statement that best described how they have been feeling with regard to a certain depressive feature (e.g., sadness) over the last two weeks. A mean score of answered items was used to create a symptom composite, with higher scores indicating greater depressive symptoms. Internal consistency was excellent, α T1,T2 = .92, .94. Table 1 presents descriptive statistics and standardized correlations. In general, depressive symptoms and sense of purpose remained relatively stable from T1 to T2, and their cross-sectional correlations with one another were of similar magnitude. Many prospective and concurrent associations between depressive symptoms, purpose, and event characteristics failed to reach significance. However, those with greater depressive symptoms at both T1 and T2 were more likely to report that the shutdown was attributable to others (r T1 = .23, p < .001; r T2 = .19, p 1 Luhmann et al. (2020) created a 4-item measure of extraordinariness. Post-registration, we decided to drop the first and last items because there was limited variability among responses. The two items used for extraordinariness were "Most people like me experience this event sometime in their lives" and "It is uncommon for people like me to experience such an event in their lives." More details in "S1 Protocol Deviations" in the Supplemental Materials folder of the project repository.

Journal Pre-proof < .001) and their social standing changed as a result (r T1 = .18, p < .05; r T2 = .35, p < .001). In contrast, there were negative prospective (r = -.18, p < .05) and cross-sectional (r = -.25, p < .001) associations between sense of purpose and social status change, suggesting greater purpose corresponded with fewer perceived changes to social standing as a result of shutdown.

Regressions examining the unique effects of, and interaction between, depressive symptoms and purpose in their prediction of event characteristics are in Table 2 . At our adjusted threshold (p = .006), we found a positive main effect for depressive symptoms on external control: beyond the effect of purpose, people who reported more depressive symptoms at the beginning of the academic year tended to feel that the later campus shutdown was due to others (β = .38[.12], p = .002). We also found a positive main effect for purpose on change in worldviews (β = .29[.10], p = .006). Those scoring highest on sense of purpose in fall tended to report more change in worldviews following mid-spring's shutdown. We failed to find evidence for any interaction between depressive symptoms and sense of purpose in predicting ECQ outcomes.

In the course of peer review, we conducted a series of unregistered tests examining the prediction of ECQ subscales when T2 purpose and T2 depressive symptoms were added as controls to the prospective models. The full results of these analyses are available on our OSF repository (see ST1 "Regressions Controlling for T2 Depressive Symptoms and Purpose").

Consistent with their conceptualizations as individual differences, both sense of purpose and depressive symptoms exhibited high rank-order stability ( Table 1 ). As such, few predictors in these models failed to uniquely relate to ECQ outcomes when T1 and T2 were entered J o u r n a l P r e -p r o o f simultaneously. The one exception was the tendency for concurrent depressive symptoms to positively predict perceived changes to social status due to shutdown (p = .002).

The COVID-19 pandemic is among the most widespread and destabilizing events in recent history. This study of college students explored how depressive symptoms and sense of purpose were related to appraisals of a major pandemic event, college campus shutdown. By testing both prospective and cross-sectional relations, this study increases understanding of how depressive symptoms and sense of purpose figure into event appraisals and grants insight into processes that occurred during the early days of U.S. pandemic response. In general, our descriptive statistics suggest that the shutdown was appraised as rather challenging, emotionally significant, impactful on daily life, unpredictable, negative, and minimally disruptive to this sample's social status. These findings document the unsettling nature of campus shutdown, and align with what one might expect when graduating students are asked to leave abruptly.

Those with greater depressive symptoms tended to feel that their social standing suffered more because of the campus shutdown, and those with a greater sense of purpose tended to perceive fewer changes in this regard. These findings align with existing evidence that depressive symptoms forecast greater reactivity (e.g., Morris et al., 2010) , whereas sense of purpose tends to signal greater stability (e.g., Hill et al., 2018) , in the face of stress. Furthermore, pre-shutdown depressive symptoms positively predicted feeling like the shutdown was out of personal control, pre-shutdown sense of purpose positively predicted greater changes to worldview due to the event, and we failed to find evidence that purpose and depressive symptoms interacted to predict downstream appraisals. The prospective main effect for depression tracks with classic theories of depressive etiology like learned helplessness J o u r n a l P r e -p r o o f (Seligman, 1972) and hopelessness (e.g., Liu et al., 2015) . Both theories position those with depression as feeling powerless, unable to change aspects of their suboptimal situation or the future thereof. A question for longitudinal follow-up is whether feeling like the situation was due to the actions of others complicated adjustment for those with greater depressive symptoms.

The findings regarding purpose predicting greater changes in worldview following the shutdown are less straightforward, especially since the direction of change was not captured. On one hand, purpose is related to finding new goals to pursue (Wrosch et al., 2003) . Purposeful people reporting more changes in worldview following the campus shutdown may support this notion. On the other hand, Luhmann and colleagues (2020) found that more changes in worldview corresponded with lower mood and life satisfaction. As such, a positive correlation could signal that purposeful individuals were most jarred by the shutdown (see Hill et al., 2021) . This could be due to the distressing nature of goal obstruction (Carver & Scheier, 1982) , leading the most goal-driven students to re-evaluate basic orientations toward academics. Depending on the well-being trajectories of the most purposeful, longitudinal research could lend credence to the latter explanation and motivate investigation into when a sense of purpose is beneficial. This study provides the basis for examining such future processes (i.e., purpose predicts event perception which, in turn, predicts adjustment).

It is noteworthy that we evidenced mostly null effects across registered models. Although we must be conservative in the interpretation of null effects, our inability to locate a consistent pattern raises several possibilities, including whether some events overwhelm individual differences (e.g., Cooper & Withey, 2009 ) and if students have been more resilient than they have been given credit. When concurrent depressive symptoms and purpose were added to the prospective models, nearly all predictors failed to relate to event appraisals. Paired with the high J o u r n a l P r e -p r o o f Journal Pre-proof test-retest coefficients of depressive symptoms and purpose we observed, this suggests some level of serial dependence. In other words, these results speak to the short-term (~7 month) stability of these individual differences. However, what is extraordinary here-and what significantly contributes to the literature-is the life-altering context in which this stability has now been documented.

While the longitudinal design is a strength, several limitations should be noted. First, a number of our null results could be due to our "both ways" theorizing being correct, but the dataset is limited in the range of moderators that could adjudicate between pathways. For example, understanding the content of one's purpose could be relevant for the associations studied here: a student with a family-oriented purpose and a student with an occupation-oriented purpose might perceive campus shutdown very differently. Second, maybe participants were surveyed too late or too early following shutdown for effects to be detected. Given that uncertainty and situational clarity are critical in the evaluation of stressors (Greco & Roger, 2003; Lazarus & Folkman, 1984) , results may have been different depending on whether students were surveyed immediately after the closure announcement or later in the summer when the gravity of the situation had been established. Third, both with respect to students' year in school and the highly competitive institution they attended, the effects reported here may not generalize to other students at this university or to students who experienced a shutdown at a different university. Finally, the pandemic and associated shutdowns are remarkable events. Our results cannot directly speak to what sense of purpose or depressive symptoms predict in other disruptive circumstances. Still, these findings contribute to the broader empirical snapshot of students' lives during the pandemic. This may provide helpful information for universities as 

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