Copyright 1998 by The Gerontological Society of America Journal of Gerontology: SOCIAL SCIENCES 1998, Vol. 53B, No. 5, S249-S257 Perceived Self-Efficacy and Grandparenting Valarie King1 and Glen H. Elder, Jr.2 'Departments of Sociology and Human Development, and Population Research Institute, The Pennsylvania State University, department of Sociology and Carolina Population Center, University of North Carolina at Chapel Hill. Objectives. This study identifies grandparents who feel efficacious in their role and the consequences of such beliefs for actual involvement with an adolescent grandchild. Methods. The sample of 883 grandparents comes from two related studies of rural families, the Iowa Youth and Families Project and the Iowa Single Parent Project. Our research questions are answered by testing a series of bivariate and multivariate regression models. Results. Results show much variability in perceptions of being able to influence one's grandchild. Church attendance, knowledge of one's own grandparents, a farm history, a strong grandparent-parent bond, proximity, and having fewer grandchildren emerged as significant predictors of grandparents' perceptions of efficacy. Grandparents with strong self-efficacious beliefs play an active role in the lives of their grandchildren. Discussion. With an increasing number of grandparents taking responsibilities for their grandchildren, a greater understanding of the experiences and resources that enhance their sense of personal efficacy in this role warrants priority in generational studies. W ITH increasing longevity and good health, grandparents can play a more important role in the lives of children and adolescents than was possible in previous generations. Most children today grow up surrounded by contact with active grandparents (Cherlin & Furstenberg, 1986; Uhlenberg & Kirby, in press). The potential importance of grandparents has also been underscored by recent family and societal changes, such as the prevalence of divorce in the parent generation. This event prompts grandparents to take on new family roles (Seltzer, 1994, and citations therein). They may step in to comfort their grandchildren or to provide social support to the parent as he or she goes through the emotional trauma of divorce. Others may help out by providing day care for their grandchild or have grandchildren and the custodial parent move into their home. Similarly, teenage childbearing may prompt grandparents to take on more parentlike roles with grandchildren (Burton, 1990). In more extreme cases, grandparents become primary caregivers for grandchildren, often in response to drug problems in the parent generation (Minkler & Roe, 1993). Little is known, however, about grandparents' motivations to become involved in grandchildren's lives. More grandparents are available today, but not all are actively involved with their grandchildren. It is likely that grandparents take a more active role when they believe they can have some influence and make a difference in the lives of their grandchildren. We address this issue by examining the correlates of perceived efficacy in the grandparent role— factors that identify grandparents who believe they can influence their grandchildren. We also examine the link between feelings of efficacy and actual involvement with grandchildren. Perceived Self-Efficacy and Grandparenting Perceived self-efficacy refers to beliefs in one's effectiveness in dealing with prospective tasks or situations that often contain many ambiguous, unpredictable, and stressful elements (Bandura, 1982, 1995, 1997). It is not concerned with the skills one has but rather with judgments of what one can do with whatever skills one possesses (Bandura, 1986). People with similar skills can vary greatly in their perceptions of efficacy. These perceptions affect how people think, feel, motivate themselves, and behave (Bandura, 1993). The beliefs shape the courses people's lives take by influencing the types of activities and environments they choose to pursue. These choices lead people to cultivate different competencies, interests, and social networks (Bandura, 1995). People with perceived efficacy approach difficult tasks as challenges to be mastered, fostering intrinsic interest and social engagement. They establish challenging goals and maintain strong commitments to them, even in the face of difficulties. By contrast, people who lack a sense of efficacy shy away from difficult tasks that they view as personal threats. They have low aspirations and weak commitments to the goals they choose to pursue. They are more likely to give up quickly in the face of difficulties (Bandura, 1987, 1993, 1995). Self-efficacy develops out of early interactions between an individual and the environment. The quality of this interaction and the opportunities it provides for engaging in efficacious action promote such beliefs throughout the life course (Gecas, 1989). Bandura (1982, 1986) views efficacious beliefs as a product of different sources of efficacyrelevant information. Mastery experiences, the most important source, serve as demonstrations of capability: Success S249 S250 KING AND ELDER elevates efficacy appraisals, whereas repeated failures lower them. Vicarious experiences through seeing others perform successfully can raise aspirations of personal efficacy in observers, suggesting that they too can master comparable tasks. Verbal persuasion from others that one possesses certain capabilities, and inferences that individuals make about their capabilities from physiological or emotional states, can also play a role. Numerous studies have linked perceived self-efficacy and a variety of outcome behaviors. For example, perceived self-efficacy is related to goal setting and goal commitment, academic achievement, career choice and development, social activism, community satisfaction, and athletic attainments. It is also linked to a variety of health-promoting and health-impairing behaviors as well as coping behavior, depression, pain tolerance, stress reactions, physical stamina, self-regulation of addictive behavior, and postcoronary recovery (Bandura, 1986, 1987, 1991, 1993, 1995, 1997, and citations therein; Gecas, 1989). However, less is known about the role of perceived efficacy as it affects family relationships, and we are unaware of any studies dealing with perceived self-efficacy and grandparenting. Studies that examine perceptions of parental efficacy show that parents with efficacious beliefs are resourceful in promoting their children's competencies and well-being (Elder, Eccles, Ardelt, & Lord, 1995; Teti & Gelfand, 1991). In dangerous neighborhoods, they seek out protective youth organizations and involve their children in religious activities. What about grandparents? With an increasing number of grandparents assuming responsibilities for their grandchildren, a greater understanding of the experiences and resources that enhance their sense of personal efficacy in this role warrants greater priority in studies of the generations. Is there much variability in perceptions of grandparent selfefficacy? Which grandparents are most likely to feel efficacious? And are grandparents who feel efficacious more active and resourceful with their grandchildren? These are the main questions pursued in this study. No prior research, to our knowledge, has examined them. Factors identified as important correlates of grandparent involvement more generally (Elder & King, in press; King & Elder, 1995, and citations therein) are relevant to efficacious beliefs. Many of these factors reflect resources grandparents may have that could promote opportunities for engaging in efficacious action with grandchildren; they are likely to foster the kind of success and mastery experiences that raise efficacy appraisals. For example, we hypothesize that younger and healthier grandparents are more likely to feel they can influence their grandchildren than older grandparents or those in poor health. Better educated grandparents, who may have more resources, and grandmothers, who tend to be more involved with grandchildren than grandfathers, are also hypothesized to feel more efficacious than less educated grandparents and grandfathers. A large number of rural families in our sample are embedded in a farming culture that promotes interaction between grandparents and grandchildren. This network suggests that farm grandparents will feel more influential than their nonfarm counterparts. The support and empowerment of connections in a religious community identifies grandparents who are members as more likely to feel efficacious. In addition, knowledge of one's own grandparents during childhood and the example they present favor adult involvement in the grandparent role (King & Elder, 1997). We hypothesize that vicarious experiences of this kind will also predict feelings of efficacy in a grandparent. Successful modeling experiences strengthen self-efficacy. Efficacy appraisals are often based on similarity to models, and competent models teach effective strategies for dealing with challenging situations. People also rely more heavily on models when they have had little prior experience on which to base evaluations of their personal competence (Bandura, 1982, 1986, 1987). Knowing about one's own grandparents, therefore, is likely to provide such modeling experiences. Finally, characteristics of the families are likely to influence feelings of efficacy. We hypothesize that grandparents will feel more influential when they live closer to their grandchild, when the grandchild lives in an intact family, when the grandparent has a good relationship with the adult parent, when the grandparent has fewer grandchildren among whom to divide attention, and when the grandparent is from the maternal lineage (based on the closer tie between daughters and their parents in comparison to sons). Such conditions facilitate grandparent-grandchild ties more generally (Elder & King, in press), and are likely to facilitate feelings of efficacy as well. The gender of the grandchild is also considered. Based on self-efficacy theory, we hypothesize that individuals who feel efficacious as a grandparent will play a larger and more active role in the lives of their grandchildren than grandparents who feel they have little influence. Although we expect judgments of self-efficacy to be related to behavior, a number of factors can affect the strength of this relationship. Social environments such as physical distance, poor health, or strained relations with adult children may place "constraints" on what people do or may aid them to behave optimally. Similarly, individuals may lack the resources or equipment needed to perform the behavior (Bandura, 1982, 1986, 1997). Thus, in assessing the association of perceptions of grandparent efficacy with current involvement with grandchildren, it is important to control for mediating factors that may help account for this relationship, namely likely correlates of efficacious beliefs (i.e., personal qualities of the grandparent, sociocultural factors, and family factors). In addition, we consider potential moderating influences—factors that might alter the association between feelings of efficacy as a grandparent and involvement with a grandchild. Under what conditions do we find the strongest and weakest links between efficacious beliefs and involvement with grandchildren? Based on prior research, three potential moderating influences would seem to be particularly important: gender of the grandparent, parental divorce, and distance. Are feelings of efficacy as a grandparent more important in promoting involvement with grandchildren for grandmothers or grandfathers, or is the process the same? Previous research has found various aspects of grandparenthood to differ significantly for grandmothers and grandfathers. The most common differences revolve around the PERCEIVED SELF-EFFICACY AND GRANDPARENTING types of activities and roles grandparents play with their grandchildren, as well as different styles of grandparenting (Elder & King, in press; Russell, 1986; Thomas, 1989). We also compare youth from intact and divorced families. Divorce in the parent generation can hinder grandparent-grandchild relations (Hagestad, 1985; Johnson, 1985) and may thus interfere with the link between perceived efficacy and involvement. If a parent blocks access to a grandchild in their "gatekeeper" role, then contact will be limited regardless of a grandparent's perceived efficacy. On the other hand, in some divorced families, grandparents may be prompted to become more involved (Chase-Lansdale, Brooks-Gunn, & Zamsky, 1994) and those who do might be those who feel most efficacious. Distance is the final conditional influence that warrants consideration (King & Elder, 1997). Strong feelings of grandparent efficacy may only promote involvement when the grandparent lives in close proximity to the grandchild, a condition that makes it easier to become involved. If a grandparent lives very far away, involvement might be correspondingly lower because of constraints imposed by distance. On the other hand, higher levels of perceived efficacy might distinguish between grandparents' levels of involvement. High levels of perceived efficacy may signal the extra effort required of grandparents to be involved in the lives of grandchildren who live far away. Most grandparents who live nearby are apt to be involved regardless of their perceived efficacy in the grandparent role because contact under these circumstances is more expected and requires less effort. METHODS Data The sample comes from two related longitudinal studies of White rural families, the Iowa Youth and Families Project (IYFP) and the Iowa Single Parent Project (ISPP). The IYFP, a study of families living in north central Iowa, began in 1989 with 451 two-parent households that included one focal child in the 7th grade and a near sibling. The families have been interviewed annually. Prior to the third wave of data collection, when the focal children in the IYFP were in the 9th grade, the ISPP was begun with 207 households. Each household was headed by a single mother who was permanently separated from her husband within the past two years, and included a 9th grade focal child and a near sibling. Just over half of the original ISPP sample (n = 109) was selected for reinterview in subsequent years. By 1994, data were still being collected from 516 focal children (413 in IYFP and 103 in ISPP) who were then in the 12th grade (see Conger & Elder, 1994, and Simons, 1996, for more detailed descriptions of the data collection process). Information was collected directly from the grandparents in these families in 1994 through a telephone interview and mailed-out questionnaire. The parents were informed about the grandparent project and its rationale, with emphasis on the potential influence of grandparents in the lives of young people. They were encouraged to sign permission forms that would enable the research staff to contact their parents (parents refused in 181 cases, prompted mainly by the real- S251 ization that the grandparents were too impaired to participate). A total of 897 grandparents participated in the phone interviews (58 grandparents refused; response rate = 79%). After the phone interviews were completed, a questionnaire was mailed to everyone in the interview sample; 694 returned the questionnaires. Each family could have up to four grandparents in the study, although each grandparent within a family reported on the same focal grandchild. Grandparents who completed the phone interviews are included in these analyses. Because there were a large number of nonrespondents on church attendance (n = 26) and knowledge of own grandparents (n = 243), dummy variables indicating the missing cases were created and included in the regression models, instead of deleting these individuals. This procedure prevents further curtailment of the sample size by allowing for the inclusion of the missing cases while correcting for any bias introduced from having missing information. The large number of missing cases for exposure to grandparents reflects the fact that this variable was measured in the grandparent questionnaire, which had a lower completion rate (all other variables are from the phone interviews). Fourteen cases were deleted because of missing data on one or more of the other independent variables (to keep ns consistent across models), resulting in a final sample of 883 grandparents in these three-generation families. The actual sample sizes for the regression analyses to follow fluctuate slightly (876-883) because of missing data (average missing = 3 cases) for the grandparent involvement measures. Sample attrition is always a concern in longitudinal studies. Using information gathered in the first wave of data collection, the families who continued to participate in the study were compared to those who dropped out on a variety of measures. The only consistent difference to emerge was that parents in families who continued to participate had completed, on average, one extra year of schooling, compared with parents who left the study. It is unlikely that the results reported here would be affected by such a minor difference. In order to assess possible sample selection biases introduced by limiting the sample to grandparents who participated in the phone interviews, we compared these grandparents to those grandparents known to be alive in 1994 but who did not participate in the phone interviews. Using parent and adolescent reports about the grandparents (which were asked regardless of whether the grandparent was in the study), the two groups were compared on several key factors where differences were expected to exist. Not surprisingly, grandparents in the study were rated by parents to be in significantly better health than nonparticipants. The grandchildren gave higher ratings of closeness to those grandparents who participated as wel|. No differences were found for whether the grandparents jived alone or for the proximity of grandparents to their grandchildren. These findings indicate that grandparents who are more connected to their families are somewhat overrepresented. The grandparents in the study range in age from 51 to 92, with an average age of 69. Slightly more than half had raised their children on a farm. One quarter of the grandparents never graduated from high school. Half terminated S252 KING AND ELDER their education upon high school graduation, and another quarter attended at least some college (see Table 1). These data are unique in the sense that they are the only source of information we have found on grandparents' perceptions of self-efficacy with regard to having influence over their grandchildren. We examined perceptions of selfefficacy in several domains because areas of influence and effectiveness could vary among the grandparents. In addition, this data set includes measures of current grandparent involvement that extend beyond the more typical items of contact and relationship quality. This allowed us to test whether perceptions of self-efficacy influence grandparent involvement generally or only in specific situations. Finally the data set includes a wide variety of measures on the personal, cultural, and background characteristics of the grandparents and their families, also rare in studies of this type, that allowed us to examine the correlates of high perceptions of efficacy as a grandparent. Table 1. Measures Used in the Analysis (approximate n - 883) Variables Coding Means (SD) Predictors of Perceived Self-Efficacy Personal Qualities of the Grandparent High school graduate Beyond high school Age Subjective health Grandmother Sociocultural Factors Farming history Church attendance Knowledge of own grandparents Family Factors Miles distant Intact family Grandparent-parent bond Maternal lineage Number of grandchildren Grandson .49 .26 69.40 (6.53) 2.98 (.80) .63 .55 3.60 (.78) .60 (.31) 59.86 (85.76) .81 3.69 (.55) .59 9.51 (4.64) .49 Highest grade completed by grandparent was high school. 1 = yes, 0 = no. Grandparent went beyond high school. 1 = yes, 0 = no. Age of the grandparent in years. Grandparent's assessment of his or her own health in general. 1 = poor, 4 = excellent. 1 = grandmother, 0 = grandfather. 1 = grandparent raised children on a farm, 0 = nonfarm. Frequency of attendance at services or listening to religious broadcasts on TV or the radio. 1 = never, 4 = once a week or more. A dummy variable for those missing (n = 26) on this variable was also created (1 = missing; 0 = not missing). Average of 5 dichotomous items (0 = no, 1 = yes; alpha = .65) measuring sources from which they learned about any of their own grandparents (photos, storytelling, family heirlooms, family reunions, relatives named after them). A dummy variable for those missing (n = 243) on this variable was also created (1 = missing; 0 = not missing) Number of miles grandparent lives from parent's household, capped at 250 or more. 1 = grandchild lives in an intact family, 0 = grandchild lives in a divorced family. Divorced families include all of the grandparents in the ISPP sample as well as 43 grandparents from the IYFP sample whose grandchildren were members of families that experienced a divorce by 1994. Quality of the relationship with the parent. 1 = poor, 4 = excellent. 1 = maternal grandparent, 0 = paternal grandparent. Total number of grandchildren the grandparent has, capped at 20 or more. 1 = focal child is a grandson, 0 = focal child is a granddaughter. Measures of the Grandparent-Grandchild Relationship Contact 3.39 (1.19) Past 6 months: seen grandchild face to face. 1 = not at all, 6 = daily. Relationship quality 3.42 Average of 3 items (alpha = .81): a. current relationship (1 = poor, 4 = excellent); b. closeness (1 = not at all or not very, 4 = very close); c. grandchild makes you feel appreciated, loved, cared for (1 = not at all, 4 = a lot). Activities 5.35 (1.89) Sum of 3 items. Past 12 months: a. attend grandchild event such as a play, sports competition, or musical event; b. do activities with grandchild in the community such as going to a museum, sports events, or shopping; c. work on project with grandchild such as repairs, farm tasks, or things around the house. 1 = no, 3 = yes, more than once. Friend 2.25 (.63) How often grandparent is a companion and friend to the grandchild. 1 = never, 3 = often. Mentor 1.94 (.48) Average of 4 items (alpha = .70). How often: a. give advice to grandchild; b. serve as a source of wisdom and experience for grandchild; c. serve as a source of family traditions, stories, and history; d. talk about your childhood. 1 = never, 3 = often. Know grandchild well 3.32 (.65) (.67) How well grandparent knows the grandchild. 1 = not well at all, 4 = very well. Financial support .55 How often grandparent helps grandchild financially. 0 = never, 1 = sometimes or often. Discuss problems .24 Past 12 months: have discussed grandchild's personal problems. 0 = no, 1 = yes. Discuss child's future .49 In past year: have discussed grandchild's plans for the future. 0 = no, 1 = yes. PERCEIVED SELF-EFFICACY AND GRANDPARENTING Measures Perceived self-efficacy.—Self-efficacious beliefs can vary across different domains of functioning. Individuals may judge themselves relatively efficacious in domains in which they have cultivated their competencies but inefficacious in domains comprising activities that are beyond their capabilities. Some individuals may feel highly efficacious across a wide range of domains of functioning while others may feel inefficacious in most domains (Bandura, 1991). Thus, as Bandura (1986, 1991) argues, it is unrealistic to expect an all-purpose omnibus test of perceived self-efficacy to predict with much accuracy how people will function in different domains. Measures of self-percepts must be tailored to the domain of functioning being examined rather than in terms of a global disposition. In measuring perceptions of grandparent efficacy, we employ a set of items which directly assess the grandparent's perception of influence over the focal grandchild in several areas. Grandparents were presented with six situations involving prosocial and problem behavior where "grandparents may or may not have influence over their grandchildren," and they were asked how much they thought they could help the focal grandchild "avoid drug use," "avoid drinking alcohol," "understand and share your values," "avoid getting involved with the wrong crowd of friends," "develop his or her talents," and "get good grades." Responses for each included 1 = not at all, 2 = somewhat, and 3 = a great deal. A scale was created by taking the average of the six items (alpha = .83, M = 1.99, SD = .50). Although each of the individual items had missing cases (average missing = 27 cases), we used the average of the available items, creating a score for all 883 grandparents. Among those grandparents with missing data (13%), most were only missing on one or two of the six items, and the items are all significantly intercorrelated (.32—.81, with an average r = .44). Predictors of self-efficacy beliefs.—A variety of influences on perceived self-efficacy are examined. These measures are described in Table 1. First are personal qualities of the grandparents including their education, age, health, and gender. Sociocultural factors include whether the grandparent is embedded within a farm culture and/or involved in religious activities. We also examine the influence of having knowledge about one's own grandparents by learning about them through aspects of family history and culture. Finally, we examine characteristics of family dynamics including distance, whether the grandchild lives in an intact or divorced family, quality of the grandparent-parent bond, lineage (maternal or paternal), number of grandchildren the grandparent has, and the gender of the focal grandchild. Grandparent involvement with a focal grandchild.—A variety of different dimensions of the grandparent-grandchild relationship are examined, from the more general and common measures of contact and relationship quality to more specific and less frequently examined measures of involvement such as discussing the grandchild's future with him or her. Other domains considered include participation S253 in activities, provision of financial support, discussing personal problems, perception of knowing the grandchild, and playing the roles of mentor and friend. These measures are modestly correlated (ranging from r = .10 to r = .57; average r = .31), suggesting that grandparents are involved with their grandchildren in multiple ways and that for some grandparents, their involvement extends across many of these domains (King & Elder, 1997). Analytic Strategy We begin by examining the frequency and variability of the grandparents on individual items that make up the index of perceived efficacy. The correlates of perceived efficacy are then examined in a regression framework. Next, we examine the association between feelings of efficacy as a grandparent and involvement with grandchildren through bivariate and multivariate regression models. Along with the index of grandparent perceptions of efficacy, the predictors of this orientation are included as controls in the multivariate models. In addition to their hypothesized link to perceived efficacy, these predictors have been found to be associated with grandparent involvement in prior research (Elder & King, in press; King & Elder, 1997). The final phase of the analysis considers three potential moderating influences: grandparent gender, parental divorce, and distance. We examine each of these moderating factors in turn by adding an interaction term (between perceived efficacy and the moderator variable) to each of the models predicting grandparent involvement before and after adding additional controls. Because the present study is limited to cross-sectional data, the issue of causality remains untested. The efficacious beliefs of grandparents may be expressed in their grandparent involvement, and the latter could increase feelings of self-efficacy. Other studies have examined the causal contribution of perceived self-efficacy in different domains of motivation and functioning. In many cases longitudinal, experimental designs are employed with perceived self-efficacy systematically varied. Results of diverse causal tests show that self-efficacy beliefs contribute significantly to human motivation and attainments. This evidence lends broad support to the notion that perceived selfefficacy operates as a potent mechanism in human agency (Bandura, 1986,1987,1995,1997; Gecas, 1989). RESULTS Variability in Perceived Efficacy Table 2 illustrates that the efficacious beliefs of grandparents vary sharply. Many' grandparents believe they have no influence, others believe they have some, and still others believe they have a great deal. The individual items are significantly correlated, but there is also variability among them. About one third of the grandparents perceive a great deal of influence in helping their grandchild avoid drugs and alcohol and in helping them to understand their values. Only one in ten felt their influence was as strong in helping their grandchild get good grades or develop their talents. These domains may be viewed as more dependent on the innate abilities of the grandchild. More than 40 percent of S254 KING AND ELDER Table 2. Grandparent Perceived Influence Over Focal Grandchild in Several Domains (average n = 856) Not at all Somewhat A great deal Avoid Drugs Avoid Alcohol Share Values Avoid Wrong Crowd Develop Talents Good Grades 21.3% 38.8 39.9 24.5% 42.0 33.6 7.3% 58.4 34.3 30.9% 52.0 17.0 27.1% 59.2 13.2 41.0% 50.7 8.3 grandparents claimed they had no influence at all over their grandchild's grades. Predictors of Perceived Efficacy Who are the grandparents with the strongest efficacy beliefs, who perceive they have much influence over their grandchild? Table 3 reports bivariate and multivariate results that predict the efficacy scores of the grandparents. The personal qualities of the grandparent make very little difference. Neither education, age, nor gender distinguishes feelings of efficacy as a grandparent. Grandparents in better health feel more efficacious, but this difference becomes nonsignificant after other factors are taken into account. Sociocultural factors are more important. Grandparents with ties to farming, who attend church often, and who possess a sense of history concerning their own grandparents perceive themselves as significantly more efficacious in their role than elderly individuals who lack such ties. Certain characteristics of the family are also correlated with the development of perceived efficacy in the grandparent role. The strongest influence (multivariate 3 = .23) in the model is the quality of the grandparent-parent bond. Grandparents who are not getting along well with their adult child feel they have less influence over their grandchild. The middle generation plays the role of gatekeeper for relations between grandparents and their grandchildren. Distance also hinders the development of efficacious beliefs, as does having a greater number of grandchildren. Grandparents perceive greater levels of efficacy in intact family systems, but this difference becomes insignificant when other factors are taken into account. Grandparents with divorced children can feel efficacious if other positive influences exist (e.g., if the grandparent gets along with the parent and lives nearby). Differences between maternal and paternal grandparents are very weak, although maternal grandparents have a slight edge in terms of an efficacious outlook. The grandchild's gender makes no difference. As an additional step to the analysis, we tested multivariate models in relation to each of the perceived efficacy items individually (tables not shown; all tables referred to and not shown in this article are available from the first author upon request). Given the significant correlations among the individual items, major differences were not expected between the results across the individual item models and those for the overall scale. Nevertheless, we wanted to check this expectation, particularly for items that had lower intercorrelations. Generally, the significant predictors of the perceived efficacy scale also appear for the individual items. But a few differences are worth noting. Compared to the grandparents of granddaughters, grandparents of grandsons were significantly more likely to believe they were influential in help- Table 3. Predictors of Grandparent Perceived Self-Efficacy: Regression Coefficients in Standardized Form (n = 883) Bivariate (} Multivariate P Personal Qualities of Grandparent High school graduate Beyond high school Age Subjective health Grandmother .04 .06 .02 .09** .05 Sociocultural Factors Farm history Church attendance Knowledge of own grandparents .11** .19** .15** .09* .13** .13** -.11** .08* .27** .05 -.09** .03 -.09** .05 .23** .06+ -.09** .03 Family Factors Miles distant Intact family Grandparent-parent bond Maternal lineage Number of grandchildren Grandson R2 -.04 -.01 -.02 .05 .04 .14 Note: Model included dummy variables for missing cases on church attendance and exposure to grandparents (not shown). +p<.10;*p<.05;**p<.01. ing their grandchild avoid involvement with the wrong crowd of friends (multivariate p =.10, p < .01) and in helping them get good grades (multivariate 3 =.08, p < .05). Because boys are more likely to be involved in delinquency and generally perform less well than girls in school, perhaps these are two areas where grandparents believe they can make a difference because they have a greater opportunity to do so. In addition, the negative influence of distance was stronger for items concerned with feeling effective in helping grandchildren avoid negative behaviors (wrong crowd, drugs, alcohol) than other items (values, talents, grades). This result suggests that more frequent contact may be necessary to feel effective in minimizing such negative outcomes. The Perceived Efficacy and Involvement of Grandparents Grandparents who feel efficacious in their role believe they have more influence over their grandchild, but are they active in grandparenting? The answer is yes. Table 4 reports the results of regression models predicting grandparent involvement with grandchildren in several domains by perceptions of grandparent self-efficacy. Individuals who feel more efficacious as a grandparent have significantly more contact with their grandchild and report higher levels of relationship quality compared to grandparents who feel less efficacious. Higher levels of perceived efficacy are also pos- PERCEIVED SELF-EFFICACY AND GRAND PARENTING Table 4. Grandparent Involvement With Grandchildren Predicted by Grandparent Perceived Self-Efficacy: Regression Coefficients in Standardized Form/Odds Ratios" (average n = 880) Measures of Grandparent Involvement OLS Models Contact Relationship quality Activities Friend Mentor Know grandchild well Logistic Models Financial Support1 Discuss Problems' Discuss Child's Future' Perceived Self-Efficacy Bivariate Perceived Self-Efficacy" Multivariate 3 P .25** .53** .34** .43** .53** .40** Odds Ratio 2.17** 2.47** 2.28** .15** .43** .25** .35** .47** .32** Odds Ratio 2.02** 2.37** 2.07** 'The last three measures are dichotomous, and odds ratios from a logistic regression model are reported in place of standardized OLS coefficients. b Net of controls for the grandparent's education, age, health, gender, farm history, church attendance, knowledge of own grandparents, miles distant, intact family, grandparent-parent bond, lineage, number of grandchildren, and gender of the grandchild. **p<.01. itively associated with participation in activities with a grandchild, playing the role of friend and mentor, perceptions of knowing one's grandchild well, the provision of financial support, and the likelihood of discussing the grandchild's problems and plans for the future. The link between grandparent perceived efficacy and levels of involvement with grandchildren remains strong even with statistical controls. Most of the control variables predict perceived efficacy, but they explain only a small part of the association between perceived efficacy and involvement. Furthermore, these control variables are significantly related to levels of grandparent involvement, and the addition of perceived efficacy to the model has only a modest weakening effect (table not shown). Both perceptions of efficacy and the background/family characteristics of the grandparent have largely independent, direct effects on levels of involvement with grandchildren. One limitation of these models is that the measures of perceived efficacy and of grandparent involvement come from the same source, the grandparent, leading to the problem of shared method variance. Grandparent reports were used for measures of involvement because they were questioned on a great variety of involvement domains. However, data are available from the grandchildren (1994 questionnaires) on two aspects of grandparent involvement: contact and closeness of the relationship. The contact measure is a single item identical to the contact measure available from the grandparent interview. The closeness measure is a scale created from five items tapping the quality of the relationship (happiness with the relationship, closeness to the grandparent compared to other grandchildren, how often the grandparent helps them, how much the grandparent makes them feel loved, and how much they can depend on the grandparent). We examined models similar to those in Table 4 using these two measures of grand- S255 parent involvement based on grandchild reports, and our conclusions remain the same. Grandparent perceptions of self-efficacy are significantly related to both contact (bivariate p = .24, p < .01; multivariate fJ = .16, p < .01) and relationship closeness (bivariate P = .34, p < .01; multivariate 3 = .27, p < .01). The results for contact are almost identical to those based on the grandparent reports. Moderating Influences As noted, grandparents who feel efficacious in their role are more likely to be involved with their grandchild in a variety of ways than grandparents who feel less efficacious. This one factor alone explains up to 29% of the variance, but clearly the link is not fully explained. There are some grandparents who report a great deal of perceived influence over their grandchild yet exhibit low levels of involvement just as there are grandparents who are very involved in the day-to-day lives of their grandchild but nevertheless exhibit low levels of perceived efficacy. What accounts for some of these patterns? The potential moderating influences of gender, parental divorce, and distance were examined by adding the appropriate interaction term to each of the models predicting grandparent involvement (tables not shown). Gender of the grandparent made no difference—the positive link between perceived efficacy and involvement is similar for grandmothers and grandfathers. Divorce in the parent generation also made little difference. Only one significant difference appeared. Perceived efficacy as a grandparent is positively related to grandparent-grandchild relationship quality in both intact (multivariate b = .53, p < .01) and divorced families (multivariate b = .80, p < .01), but the association is significantly larger in families where a divorce has occurred. Thus, in divorced families, levels of perceived efficacy were even more likely to predict higher quality relationships. A quality relationship with grandchildren in divorced families may depend more on the grandparent's initiatives. In contrast to the above results, distance is a notable moderating influence. Of the nine multivariate models of grandparent involvement, the interaction between perceived efficacy and distance was significant or approached significance in six of them: for contact (p < .01), relationship quality (p < .10), activities (p < .05), friend (p < .10), mentor (p < .01), and discussion of child's future (p < .10). In all cases, the influence of perceived efficacy on involvement with a grandchild is stronger as distance is reduced. The magnitude of these differences is illustrated in Table 5, which contrasts the effect of efficacious beliefs on grandparent involvement for grandparents who live within 10 miles of their grandchild and that of grandparents who live 100 miles or more from their grandchild (for those measures of involvement where differences existed). Unstandardized regression coefficients are reported because they are most appropriate when making comparisons between models. Higher levels of perceived efficacy promote greater involvement, even for grandparents who live 100 miles or more from their grandchild. However, the link is stronger for grandparents who live within 10 miles of their grandchild. Not surprisingly, one of the largest differences occurs for S256 KING AND ELDER Table 5. Moderating Influence of Distance on the Relationship Between the Perceived Self-Efficacy and Involvement of Grandparents, Unstandardized Regression Coefficients for Selected Models Perceived Self-Efficacy" of Grandparents Who: Measures of Grandparent Involvement Contact Relationship quality Activities Friend Mentor Discuss child's future" Live Nearby (within 10 miles) n = 395 Live Far Away (100 miles or more) n = 203 .55** .62** 1.02** .46** 53 ** 1.34** .04 .52** .82** .37** .33** .27 "Net of controls for the grandparent's education, age, health, gender, farm history, church attendance, knowledge of own grandparents, intact family, grandparent-parent bond, lineage, number of grandchildren, and gender of the grandchild. b Unstandardized logistic regression coefficients are reported in place of OLS coefficients because this measure is a dichotomy. **p<.01. contact. Because levels of contact are so strongly influenced by distance, perceptions of efficacy have a small role to play in situations of great distance. Both grandparents who feel efficacious in their role and those who do not are hampered in their efforts at face-to-face contact, given large distances. One potential limitation of this type of data is non-independence. There are up to four grandparents in the same family reporting on levels of involvement with the same focal grandchild. To correct for the problem of non-independence, the models in Tables 3, 4, and 5 were reanalyzed using hierarchical linear modeling procedures (Proc Mixed in SAS) to separate out the two variance components: an individual variance and a family variance. This procedure adjusts the standard errors in the model to take into account that there are multiple respondents per family. Results revealed these adjustments to be extremely minor. The substantive conclusions remain unchanged (tables not shown). DISCUSSION Grandparents vary greatly when it comes to the belief that they make a difference in the lives of their grandchildren. Some grandparents, for example, report that they have a great deal of influence in helping a grandchild avoid drug use, whereas others claim they have no influence at all. Grandparents who feel most efficacious are those who get along best with their adult child. Grandparents who feel efficacious in their role are also characterized by their greater church attendance, ties to farming, and knowledge about their own grandparents. Distance and having many grandchildren hinders feelings of efficacy. Personal qualities of the grandparent, such as their education, age, and gender, make little difference for efficacious beliefs. Although significant in the bivariate case, the effect of grandparent health is nonsignificant when other factors are controlled. However, the effect of health may be understated in these results because grandparents in the very poorest health were underrepresented in our sample. Grandparents who feel efficacious take a more active role in the lives of their grandchildren, from reporting more frequent contact and higher quality relationships to being more likely to provide financial support and to discuss a grandchild's plans for the future with him or her. The association between the perceived efficacy and involvement of grandparents extends across a variety of domains. It remains strong even after controls for attributes of the grandparents and their families are taken into account. This finding supports Bandura's premise (1986) that perceived self-efficacy is an important determinant of performance that operates partially independent of underlying skills. Both skills and efficacious beliefs in the ability to make use of those skills are necessary for competent functioning. The link between efficacious beliefs and grandparent involvement is strong regardless of distance, the grandparent's gender, or whether the grandchild lives in an intact or divorced family. However, compared with grandparents who live far away, the connection is stronger for grandparents who live close to their grandchild. It is easier for grandparents who feel efficacious to be involved with their grandchild when they live nearby. Nevertheless, grandparents who feel efficacious find ways to be involved in their grandchild's life even when obstacles stand in the way. Consistent with Bandura's (1993) theory, "those who have a firm belief in their efficacy, through ingenuity and perseverance, figure out ways of exercising some control, even in environments containing limited opportunities and many constraints" (p. 125). Future research can extend our understanding in several ways. First, a longitudinal design that enables analysis of perceived efficacy over the life course is important. It is unknown whether beliefs of grandparent self-efficacy are stable over time. It may be the case, for example, that grandparents feel they have more influence when grandchildren are younger compared to when they are older and more subject to external influences outside the family, such as peers. A longitudinal design would also permit the analysis of how changes in efficacy are linked to changes in involvement. It seems likely that perceived efficacy and involvement are reciprocally related, a premise consistent with Bandura's view that the relationship between self-efficacy and performance is best conceptualized as bidirectional (Teti & Gelfand, 1991). That is, efficacious beliefs promote grandparent involvement, and such involvement may further promote feelings of efficacy. Similarly, other changes may affect levels of perceived efficacy and its link to involvement. For example, perceptions of efficacy may change in response to a grandparent moving closer or farther away from a grandchild. It is also unknown to what degree grandparent perceptions of self-efficacy are based in reality. That is, would grandchild reports of how much influence their grandparent has in their life correlate highly with the grandparent's reported feelings of self-efficacy, indicating that grandchildren concur with their grandparents' assessment of influence? Another important consideration is the role of grandchild characteristics in influencing grandparent perceptions of efficacy. A grandparent may feel more efficacious if the grandchild is well behaved and has a pleasant PERCEIVED SELF-EFFICACY AND GRANDPARENTING personality, but less so if the grandchild is difficult or engages in negative behaviors such as drug or alcohol use (assuming the grandparent is aware of such behaviors). Finally, future research should consider other consequences of perceived grandparent efficacy for grandchildren and grandparents, beyond its association with levels of involvement. For example, do children with grandparents who feel efficacious in their role benefit in terms of wellbeing—are they indeed less likely to use drugs or alcohol, or more likely to get better grades in school? Are grandparents who feel influential in the lives of their grandchildren happier or healthier? Previous research has documented the importance of efficacious beliefs for many domains of individual motivation and functioning. The present study extends these findings by showing that grandparenting is also influenced by efficacious beliefs. With an increasing number of grandparents taking on responsibilities for their grandchildren, we need to know more about the experiences and resources that enhance their sense of personal efficacy in this role. In this study we identified factors that promote feelings of efficacy as a grandparent and examined how such beliefs are related to involvement with grandchildren. Given the dramatic social, demographic, and family changes of the past several decades, a greater understanding of what motivates grandparents to become involved in their grandchildren's lives has never been more crucial. ACKNOWLEDGMENTS Support for this research has come from multiple sources including the National Institute of Mental Health (MH00567, MH19734, MH43270, MH48165, MH51361, MH57549), the National Institute on Drug Abuse (DA05347), the Bureau of Maternal and Child Health (MCJ-109572), the MacArthur Foundation Research Network on Successful Adolescent Development among Youth in High-Risk Settings, and the Iowa Agriculture and Home Economics Experiment Station (Project No. 3320). In addition, Dr. King acknowledges current support as a Brookdale National Fellow. 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