Forgiveness, forbearance, and time: the temporal unfolding of transgression-related interpersonal motivations.
Summary (7 min read)
Longitudinal Approaches
- Because prosocial psychological change is a hallmark of forgiveness and because change requires the passage of time, time is necessarily an intrinsic aspect of forgiveness.
- Correspondence concerning this article should be sent to Michael E. McCullough, who is now at the Department of Psychology, University of Miami, P.O. Box 248185, Coral Gables, Florida 33124-2070.
- Because a low degree of revenge motivation is presumed to indicate a high degree of forgiveness, a cross-sectional conceptualization of forgiveness leads to the conclusion from these instantaneous measurements that Bill has forgiven to a greater degree than has Alan because the difference in their revenge motivations is 3.1 4.0 0.9 scale units.
- In considering both types of forgiveness, the authors assess forgiveness by determining the extent to which an individual’s instantaneous motivations deviate either from an initial post-transgression value or from an expected value.
Forbearance and Trend Forgiveness
- The authors have devoted most of their attention in the present article to studying within-subject and between-subjects variations in TRIMs over time.
- People’s initial motivational responses to transgressions—or the degree to which they forbore their transgressions—manifested a considerable degree of interindividual variation.
- Similarly, the extent to which they forgave their transgressors also varied among persons.
- The authors examined whether perceived transgression severity, empathy, and responsibility were related to forbearance, trend forgiveness, or both.
- Across both studies, results in this regard were remarkably consistent.
Temporary Forgiveness
- The authors longitudinal model provides a second way to consider forgiveness and its correlates: Rather, people’s TRIMs also fluctuate as time passes.
- The fact that empathy—which has been suspected to be a causal determinant of forgiveness (e.g., McCullough et al., 1997, 1998)— may be sufficiently potent to influence temporary forgiveness but not trend forgiveness helps to explain previous findings regarding empathy and forgiveness.
- 6 weeks following the end of treatment, the group differences between the empathy-based group and the other groups had disappeared.
- The notion of temporary forgiveness may help to explain other phenomena that arise in the study of the putative causes of forgiveness.
Modeling Forbearance and Forgiveness in Random Coefficient Growth Models
- To summarize, the longitudinal model specified herein decomposes repeated measures of people’s TRIMs into several parameters.
- The parameter 0j—an individual’s initial standing on avoidance, revenge, or benevolence motivation—corresponds well to traditional understandings of forbearance.
- In addition, the residuals rij of people’s TRIM values around their regression lines (specifically, fluctuations that cause their TRIM values to be more prosocial—i.e., less avoidant, less vengeful, and more benevolent—than would be expected on the basis of their forbearance and general linear trend toward forgiveness) may in part reflect temporary forgiveness.
- This model of forbearance and forgiveness is amenable to recently developed multilevel random coefficient methods for analyzing longitudinal data for patterns of temporal change (e.g., Bryk & Raudenbush, 1992; for a fuller examination of the advantages of multilevel random coefficient models for the analysis of longitudinal data, see Nezlek, 2001).
- Transgression Severity, Empathy, and Attribution of Responsibility Studying forbearance and forgiveness with multilevel random coefficient models of longitudinal change also affords new per- spectives from which to examine the relationships of forbearance and forgiveness with other variables of interest.
Transgression Severity
- For several reasons, the severity of a transgression might influence the extent to which an individual forbears or forgives a transgression (Boon & Sulsky, 1997; Girard & Mullet, 1997; McCullough et al., 1998).
- Severe transgressions may be difficult to forbear because they can influence the transgression recipient’s life more profoundly and pervasively than do minor transgressions.
- As a result, the authors expect the negative TRIMs (e.g., avoidance and revenge motivation) of people who incur relatively severe transgressions to decrease more slowly and their benevolence motivations to increase more slowly.
Empathy
- Research on Batson’s (1990, 1991) empathy–altruism hypothesis has demonstrated that empathic emotions stimulate helping behavior and inhibit aggression.
- Specifically, empathy has been hypothesized to weaken a victim’s motivations to avoid and seek revenge against the transgressor and to foster benevolent motivations regarding the transgressor.
- Empathy may also cause restorations in perceived overlap between one’s own identity and the identity of the transgressing relationship partner.
- This perceived overlap between self and other might cause the victim to view forgiveness as being in his or her own best interests as well as in the best interests of the transgressor (see Aron, Aron, Tudor, & Nelson, 1991; Cialdini, Brown, Lewis, Luce, & Neuberg, 1997; Davis, Conklin, Smith, & Luce, 1996).
- Empathy has also proven useful for explaining how other social–psychological variables influence the extent to which people forgive their transgressors.
Attribution of Responsibility
- At a theoretical level, it has been argued that forgiveness and responsibility attribution share a common feature in that both are concerned with the link between a transgressor and the injury he or she produces (Fincham, 2000).
- In the present studies, the authors examined three issues related to the temporal model outlined herein.
- The authors paid particular attention to examining whether negative and positive TRIMs have different rates of change over time.
- Specifically, the authors evaluated whether people’s departures from the TRIMs that would be expected for them at any given point in time on the basis of their forbearance and trend forgiveness are correlated with empathy and attributions of responsibility regarding the transgressor’s actions at the same point in time (Fincham, 2000; McCullough et al., 1997, 1998).
Participants
- Participants were 89 students in undergraduate psychology courses (69 women, 20 men; M 20.44 years, SD 3.09) at Southern Methodist University.
- All participants received extra course credit for participating.
- Students who completed all five assessments received $10.
- All participants had incurred an interpersonal hurt within the last 7 days (M 4.66 days, SD 1.86).
Procedure
- In several undergraduate psychology courses, the authors announced their interest in surveying people who had incurred a serious interpersonal hurt within the previous 7 days.
- Throughout the semester, the authors revisited these courses, and, as participants encountered significant hurts in their everyday life, they approached us to enroll in the study.
- The authors supplied interested participants with initial packets including the measures of forgiveness, empathy, and responsibility attributions.
- They also completed other measures not relevant to the present study.
- These follow-up contacts were spaced roughly 2 weeks apart.
Statistical Models and Analyses
- Level 1 and Level 2 statistical models and analyses were nearly identical to those conducted in Study 1.
- The time variable was represented by an array of values representing the number of weeks (i.e., number of days divided by 7) since each participant’s transgression occurred.
- The values for these time variables were calculated from exact dates on which participants completed their surveys.
- Initial status values were calculated as time 0 weeks.
Descriptive Statistics
- As in Study 1, the types of relationship partners who had committed transgressions against their participants were quite diverse.
- Most participants reported on transgressions committed by girlfriends or boyfriends (42%), friends of the same gender (23%), and friends of the other gender (15%).
- Two participants declined to describe the specific transgression.
- The means and standard deviations for the major study variables are displayed in Table 5.
Longitudinal Trajectory of Avoidance, Revenge, and Benevolence Motivations
- The authors decomposed people’s instantaneous TRIM scores (and their scores on the single-item measure of forgiveness) into components representing initial status , linear change (trend forgiveness), and residual variance.
- For each person, these models took the form of Equation 2 above.
- Table 2 lists the statistics associated with estimates of initial status and linear change (trend forgiveness) in avoidance, revenge, and benevolence.
- The table provides the mean values across all persons for the initial status and linear change (trend forgiveness) parameters, respectively.
- Thus, the average individual has an initial status of 2.57 and a linear change of 0.07 on avoidance.
Rates of Change for Positive and Negative TRIMs
- Given the significant effects of time on the negative TRIMs but not on benevolence, the authors wished to examine whether the effect of time on the two negative variables was stronger than was its effect on the two positive variables.
- To do so, as in Study 1, the authors computed a mean of people’s scores on the two negative TRIMs (avoidance and revenge, which they reverse scored) and the two positive measures (benevolence and the single-item measure of forgiveness) for each point in time.
- Then the authors used HLM to test the single-degree-of-freedom hypothesis that the effect of time on the mean of the two negative variables was significantly different from the effect of time on the mean of the two positive variables.
- Thus, although avoidance and revenge motivations appear, on average, to decline, whereas benevolence motivations do not appear, on average, to increase, the absolute values of the rates of change in the mean of the two negative TRIMs and the mean of the two positive variables were not significantly different.
Reliability of Initial Status and Linear Change Estimates
- The reliability coefficients in Table 6 indicate that their TRIM measures were adequate for representing individual differences in initial status or forbearance (with reliabilities ranging from .75 to .83).
- Reliabilities for the linear change or forgiveness components ranged from .50 to .64.
- These were slightly higher than those estimated in Study 1 (range .30–.55) and comparable to those reported in other longitudinal research on relational variables (e.g., Karney & Bradbury, 2000).
- Thus, following participants from the first few days after their transgressions, as the authors did in Study 2, may be preferable for maximizing the reliability of trend forgiveness estimates.
- As in Study 1, the reliability of the linear change parameter for the single-item forgiveness measure was precipitously low (.15; .12 in Study 1), pointing to its limited utility for longitudinal work (Bryk & Raudenbush, 1992).
Adequacy for Explaining Variance in TRIM Scores
- The figures in the column of Table 6 labeled % VAF indicate that the initial status and linear change (trend forgiveness) parameters did an excellent job of accounting for the variance in people’s TRIM scores (i.e., the two parameters accounted for 71.8–80.6% of the variance).
- For avoidance, revenge, and benevolence (but not for the single-item measure of forgiveness), the parameters to capture initial status and linear change accounted for significant amounts of variance (all ps .05).
Fluctuations in Empathy and Attributions of Responsibility as Determinants of Temporary Forgiveness
- The authors proceeded to examine whether people are temporarily more forgiving (i.e., whether their TRIMs are more prosocial than would be expected on the basis of their initial status and linear change estimates) when their empathy for the transgressor is higher than usual and their responsibility attributions are lower than usual.
- To do so, the authors conducted three multilevel models (i.e., one model each for avoidance, revenge, and benevolence).
- (4) In other words, people’s instantaneous TRIM scores were modeled as a function of initial status, the linear effect of time, the linear effects of empathy for the transgressor and responsibility attributions vis à vis the transgressor (both of which were centered around each person’s mean), and a residual.
- Table 3 displays the unstandardized coefficients, standard errors, t values, and effect size correlations for the parameter estimates associated with these analyses.
- In other words, on days when people were temporarily more forgiving than would expected for them on the basis of their forbearance and trend forgiveness parameter estimates, they also tended to experience greater than usual empathy for their transgressors and to make weaker than usual attributions of responsibility regarding their transgressors’ behavior.
Transgression Severity, Empathy, and Responsibility Attribution as Predictors of Forbearance and Trend Forgiveness
- The chi-square values in the final column of Table 6 indicate the degree of variability in participants’ initial status and linear change parameters.
- This variability led us to examine the associations of transgression severity, empathy, and responsibility attribution with forbearance and trend forgiveness by treating participants’ transgression severity, empathy, and responsibility attribution scores at the first assessment occasion as fixed between-subjects covariates.
- When the authors repeated these analyses for Study 1 and Study 2 using the single-item measure of attributions that were common to both studies, they found essentially the same pattern of results as they report herein.
- These findings suggest that people who experienced particularly severe transgressions were less forbearing of their transgressions.
Summary of Study 1
- The longitudinal model the authors developed for assessing forbearance and forgiveness accounted for most of the variance in people’s reported avoidance, revenge, and benevolence motivations toward transgressors who had harmed them in the previous weeks.
- The longitudinal model also allowed us to examine whether transgression severity, initial empathy, and attributions of responsibility were associated with forbearance (initial status on avoidance, revenge, and benevolence) and trend forgiveness (prosocial linear changes over time in avoidance, revenge, and benevolence).
- The finding that negativity in a relationship might be related to positive changes in the relationship as time passes is not unprecedented (e.g., Gottman & Krokoff, 1989).
- Study 1 suffered from an important methodological limitation:.
Longitudinal Trajectories of Avoidance, Revenge, and Benevolence Motivations
- There were no significant gender differences in the forbearance or trend forgiveness estimates that the authors calculated using the above- mentioned analytic strategy (see also McCullough et al., 2001), so they analyzed data for men and women simultaneously.
- Unlike Study 1, in which values were expected to decrease at a nonsignificant 0.04 units per week, the values on the single-item measure of forgiveness in Study 2 were expected to increase at a significant 0.03 units per week, t(87) 2.16, p .05, suggesting that self-reported forgiveness may increase slightly over time.
- The parameter representing curvilinear change was not significant for any of the four measures ( ps .05).
Fluctuations in Empathy and Responsibility as Determinants of Temporary Forgiveness
- The authors proceeded to investigate whether participants became temporarily more forgiving (i.e., whether their TRIMs were more prosocial than would be expected on the basis of their initial status and linear change estimates) when their empathy for the transgressor was higher, and their responsibility attributions regarding the transgressor were lower, than was typical for them individually.
- In these models, empathy and attributions of responsibility were used as simultaneous, time-dependent covariates to predict fluctuations in people’s avoidance, revenge, and benevolence scores above and below what would be expected on the basis of their forbearance and trend forgiveness parameter estimates.
- These models took the form of Equation 4.
- As Table 7 shows, empathy varied considerably and uniquely with people’s TRIMs.
- Conversely, there was little evidence that responsibility attribution was uniquely associated with temporary forgiveness.
Summary of Study 2
- The authors found that people’s negative TRIMs (avoidance and revenge) decreased, on average, whereas their benevolence did not increase, on average (this was not the case for the single-item measure of forgiveness, which did appear to increase over time, on average).
- Also, the authors found that estimates of initial status and linear change (trend forgiveness) possessed considerable explanatory power for accounting for variance in people’s instantaneous TRIMs over time.
- In addition, Study 2 replicated the finding that temporary fluctuations in people’s TRIM scores (i.e., temporary forgiveness) occurred when empathy was higher than usual.
- Cognitions, emotions, motivations, or behaviors) in which forgiveness takes place, the proposition that forgiveness involves constructive psychological change vis à vis one’s transgressor is a point of nearly universal consensus (McCullough et al., 2000).
- The present work is based on samples of North American university students who volunteered for the studies, so it is unclear whether the present results would generalize to samples of nonstudents or people from cultures outside North America (viz., people from cultures with more communal orientations).
Forbearance, Forgiveness, and Time: Insights From a Three-Parameter Model
- By applying this model to two longitudinal data sets, the authors found that people’s avoidance and revenge motivations tend to decrease over time.
- Insofar as these changes are indicative of forgiveness, the authors conclude that the average person does tend to forgive over the weeks following his or her transgressions.
- The distinctiveness of positive TRIMs and negative ones in this regard is consistent with recent work (e.g., Fredrickson, 1998, 2001) that points to the distinctiveness of positive and negative emotional–motivational states.
- The reasons for these different patterns of temporal change remain to be explored, but they suggest that the psychological processes that increase one’s goodwill and desire for restored positive relations with a transgressor may be more complicated, effortful, or time-intensive than are the processes that reduce one’s motivations to avoid and/or seek revenge against a transgressor (see also Fincham, 2000).
- Thus, these results should be considered preliminary and subject to further confirmation.
Predictors of Forbearance and Trend Forgiveness
- Previous studies have shown that transgression severity, empathy, and responsibility attributions are related to instantaneous measures of people’s TRIMs and other measures that ostensibly are the psychological dimensions in which forgiveness occurs (e.g., McCullough et al., 1997, 1998).
- Transgression severity and empathy were less useful for predicting trend forgiveness.
- This finding has very important theoretical implications: Also, the transgression recipients’ responsibility attributions might reflect the transgressors’ own recognition of their culpability, which might cause them to apologize and seek forgiveness over time even without being confronted first by the transgression recipients.
- TRIMs initially until an average of 4.67 weeks (in the case of Study 1) or 4.66 days (in the case of Study 2) had passed since the transgression, their estimates of initial status were grounded in the assumption that change in people’s TRIMs in the earliest moments, hours, and days following transgressions is strictly linear.
Conclusion
- Most theorists who have written on the subject of forgiveness have viewed it as a change in psychological state, and change takes time.
- Current Directions in Psychological Science, 10, 194–197, also known as Forgiveness.
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Citations
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Cites background from "Forgiveness, forbearance, and time:..."
...McCullough et al. (2001) have shown vengefulness to be associated with most of these (see also Mauger et al., 1992; Mullet and Girard, 2000; Berry et al., 2001; McCullough et al., 2003)....
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...(2001) have shown vengefulness to be associated with most of these (see also Mauger et al., 1992; Mullet and Girard, 2000; Berry et al., 2001; McCullough et al., 2003)....
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...…potential connection would support hypothesizing by McCullough (2001) and his colleagues (McCullough et al., 1998) who have suggested that the regulation of vengeance (McCullough et al., 2001) by forgiving is a fundamentally motivational process (McCullough et al., 2002; McCullough et al., 2003)....
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..., 2001) by forgiving is a fundamentally motivational process (McCullough et al., 2002; McCullough et al., 2003)....
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585 citations
Cites background or result from "Forgiveness, forbearance, and time:..."
...Furthermore, victims may avoid or take revenge against the perpetrators of severe offenses to avoid similar harm in the future (McCullough, Fincham, & Tsang, 2003)....
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...Recent work by McCullough et al. (2003) theorized about the roles of empathy, harm severity, and attributions in forgiveness over time, yet they found few consistent results for these mediating factors....
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...Indeed, as with empathy, research has consistently demonstrated a negative association between anger and forgiveness (e.g., McCullough et al., 2003)....
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498 citations
429 citations
Cites background from "Forgiveness, forbearance, and time:..."
...This difference suggests that it might be worthwhile to maintain a conceptual distinction between the decay of negative motivations and the restoration of positive ones as components of forgiveness (McCullough et al., 2003), because some of these changes can be expected of the typical individual, whereas others cannot....
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...However, the multilevel linear growth model can shed light on another aspect of forgiveness that we have called temporary forgiveness (McCullough et al., 2003)....
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...…that it might be worthwhile to maintain a conceptual distinction between the decay of negative motivations and the restoration of positive ones as components of forgiveness (McCullough et al., 2003), because some of these changes can be expected of the typical individual, whereas others cannot....
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...In the same paper, we examined the extent to which appraisals of transgression severity, empathy for a transgressor, and responsibility attributions infl uenced interindividual differences in the linear change of avoidance, revenge, and benevolence motivations (McCullough et al., 2003)....
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References
15,254 citations
"Forgiveness, forbearance, and time:..." refers background in this paper
...As Heider (1958) pointed out, responsibility rests on a number of criteria, particularly judgments of intentionality and forseeability of outcomes (Fincham & Jaspars, 1980)....
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Frequently Asked Questions (10)
Q2. What are the future works mentioned in the paper "Forgiveness, forbearance, and time: the temporal unfolding of transgression-related interpersonal motivations" ?
The authors admit this as a possibility. What the authors wish to emphasize is that the residuals in people ’ s TRIMs are not solely produced by error in the sense of unlawful variation caused by artifacts: Similar longitudinal approaches might be used in future research to further illuminate how forgiveness operates. However, such an account only begs the question of why daily fluctuations in mood influence people ’ s TRIMs—which can be conceptualized, potentially, as a question about the causal effects of mood on temporary forgiveness.
Q3. What is the effect of empathy on the transgressor’s behavior?
Empathy may also cause restorations in perceived overlap between one’s own identity and the identity of the transgressing relationship partner.
Q4. How many weeks did the students have to fill out the questionnaires?
They were told that the study involved writing about a personal experience and filling out questionnaires each week for 5 consecutive weeks.
Q5. Why do the authors not list t values for the intercept parameters?
The authors do not list t values for the intercept parameters because zero does not fall within the possible range of the raw scores; thus, the fact that the intercepts differ significantly from zero is not informative.
Q6. What was the effect size of empathy and attributions of responsibility?
The authors expressed thestrength of the associations of fluctuations in empathy and attributions of responsibility with fluctuations in avoidance, revenge, and benevolence using effect size correlations, which the authors calculated asr t/(t2 – n – 2)1/2 (5)(Hunter & Schmidt, 1990, p. 272).
Q7. How do the authors solve the paradox of forgiveness?
The authors propose to resolve this paradox by modeling forgiveness explicitly as a process of temporal change that can best be observed with the passage of time and with explicit comparison of one’s current psychological state with one of two benchmarks.
Q8. How did the authors treat the transgression severity, empathy, and responsibility attribution scores at the first?
The authors conducted between-subjects analyses by treating participants’ transgression severity, empathy, and responsibility attribution scores at the first assessment occasion as fixed betweensubjects covariates.
Q9. What is the relationship between attribution of responsibility and benevolence?
Initial levels of responsibility attribution did have a solitary positive association with linear change in benevolence motivations, suggesting that people who believed that their transgressors were responsible for the transgression forgave more (per the benevolence metric) than did people who did not attribute as much responsibility to their transgressors.
Q10. How many weeks did the students come to the laboratory?
each week for the next 4 weeks, students came to the laboratory at the same time of day and day of the week to complete follow-up questionnaires.