Copyright 1998 by The Cerontological Society of America The Cerontologist Vol. 38, No. 3, 276-285 Using data from the second wave of the National Survey of Families and Households, the authors examine the determinants of frequent and infrequent visiting between grandparents and their grandchild sets. A grandchild set consists of all the children of a particular child of the grandparent, provided that the grandchildren reside in their parent's household. The 6 significant predictors of frequent or infrequent contact are geographic distance, quality of relationship between grandparent and parent of the grandchild set, number of grandchild sets, gender of grandparent, lineage of the grandchild set, and marital status of the grandparent. Key Words: Kinship, Lineage, Intergenerational relationships Frequency of Grandparent Contact With Grandchild Sets: Six Factors That Make a Difference Peter Uhlenberg, PhD,1 and Bradley G. Hammill : The potential for grandparents to have frequent, face-to-face contact with their young grandchildren is probably greater today than at any previous time in history (Uhlenberg & Kirby, in press). Moreover, national studies of intergenerational relationships repeatedly find that most grandparents do have frequent contact with at least some of their grandchildren (Cherlin & Furstenberg, 1986; Gravenish & Thomson, 1996; Harris & Associates, 1975). Nevertheless, these studies also reveal substantial variability among grandparents in level of involvement with their grandchildren. At the extremes, some see grandchildren daily whereas others have no contact. This article uses data from a large, national survey to examine several critical variables predicting whether grandparents have either frequent or infrequent contact with various sets of their grandchildren. A new study is not needed to establish that geographic distance is a strong predictor of frequency of intergenerational contact. Every study that includes a measure of distance finds that the closer grandparents live to grandchildren, the more likely they are to visit frequently (Cherlin & Furstenberg, 1986; Hodgson, 1992; Whitbeck, Hoyt & Huck, 1993). Further, these same studies have established that the quality of the relationship between grandparents and their children (G1-G2) is related to the frequency of contact between grandparents and their grandchildren ( G I GS). Past research has not, however, provided clear and/or consistent findings regarding the role of a Address correspondence to Peter Uhlenberg, PhD, Department of Sociology, CB #3210, University of North Carolina, Chapel Hill, Chapel Hill, NC 27599-3210. E-mail: [email protected] department of Sociology, University of North Carolina, Chapel Hill. 276 number of other potentially interesting variables. The lack of clear findings is because most studies are based on small and/or nonrepresentative samples (Aldous, 1995; Robertson, 1995). Using a nationally representative sample of more than 4,600 grandparent-grandchild set dyads, we are able to more carefully assess the impact of factors that potentially make a difference in frequency of contact. Background On the basis of previous theoretical and empirical studies of intergenerational relationships, there are a number of variables that might be expected to influence the frequency of contact between grandparents and grandchildren. We will group these variables in several categories: opportunity variables; gender/family variables; and sociodemographic variables. Opportunity Variables.—Geographic distance is the most obvious factor influencing opportunity for frequency contact. Both the time and expense of maintaining frequent face-to-face contact increase as distance between grandparents and grandchildren increases. As already noted, studies routinely find distance to be by far the strongest of all predictors of contact. A second variable affecting opportunity for frequent interaction is the number of grandchildren an older person has. Given that time and resources are limited, one might expect that as the number of grandchildren increases, the opportunity for grandparents to have frequent contact with any particular grandchild would decrease. Although this is a plausible hypothesis, little empirical attention has been given to the effects of number of grandchildren. In this study, The Gerontologist we focus not on individual grandchildren but on grandchild sets. A grandchild set is defined as the group of children (G3) living in the household of a grandparent's (G1) child (C2). Thus, the number of grandchild sets will vary depending on how many children (C2) with children (G3) in their households a grandparent has. Each grandparent-grandchild set dyad is examined separately, and the effect of number of grandchild sets on frequency of visiting with a particular grandchild set is determined. This focus on grandchild sets provides a useful approach to studying involvement of grandparents with their grandchildren, although it cannot be used to explore some interesting facets of the relationship. For example, using this approach, the role of such individual grandchild characteristics as age and gender cannot be examined directly. Two additional variables may affect opportunity for frequent contact, although previous research has not found them to be significant (Cherlin & Furstenberg, 1986). Grandparents' health status could plausibly be a factor if poor health limits mobility. However, because the most impaired grandparents, those living in nursing homes, are excluded from our sample, this is not expected to be an important variable. The other variable, labor force status of the grandparent, also could have an effect on frequency of contact, assuming that those in the labor force have less time available for visiting. Gender/Family Variables.—No discussion of grandparenthood in America should omit consideration of the role of gender. The importance of gender in kinship relationships was stressed by Alice Rossi when she wrote, "As childrearers, caregivers, and kin keepers, women provide the glue that holds family and lineages together" (1995, p. 275). Hagestad (1986) made a similar point when she discussed the kin-keeping role of women and the increasing "female axis" of intergenerational relationships. In considering how gender might affect frequency of contact between grandparents and sets of grandchildren, both the grandparents' sex and the lineage of the grandchildren may be important. Given the kin-keeping role of grandmothers, we expect they will have more frequent contact with grandchildren than do grandfathers. And if the female axis of intergenerational linkages is most important, we would expect greater contact between maternal grandparents and grandchildren than between paternal ones. Several studies have supported this hypothesis (Gravenish & Thomson, 1996; Roberto & Stroes, 1992; Rossi & Rossi, 1990). It is surprising, however, that several other studies report that frequency of contact was not associated with gender of the grandparent and that there was no significant difference between maternal and paternal grandparents (Cherlin & Furstenberg, 1986; Hodgson, 1992). It is expected that marital status will be a significant predictor of frequency of contact with grandchildren for grandfathers. It is clear that divorced older men have far less contact with their adult children than married ones (Cooney & Uhlenberg, 1990). Further, Vol. 38, No. 3,1998 277 widowed grandfathers may have less contact with their grandchildren than married ones because they lack a wife to facilitate the maintenance of close kinship ties. Marital status of grandmothers also may be significant in some cases, either because lack of a spouse may weaken ties to children or reduce resources needed for traveling to a child's house. We anticipate, however, that marital status will have greater consequences for contact with grandchildren among men than women. One additional aspect of kinship relationships is considered in this study: the quality of the relationship between the parent and the grandparent of the grandchild set. The middle generation has been characterized as the "bridge" or "gatekeeper" for the G1-G3 relationship, with the ability to facilitate or impede the frequency of interactions. When parents have an emotionally close relationship with the grandparents it is reasonable to expect that the grandparents will see that set of grandchildren more frequently than when the parent-grandparent relationship is strained. Several studies, in addition to those cited above, provide support for the hypothesis that positive affect between the first and second generations promotes closeness and contact between the first and third generations (Johnson, 1985; King & Wider, 1995; Matthews & Sprey, 1985). Sociodemographic Variables.—Several standard control variables are included in the cluster of sociodemographic factors, although no firm hypotheses regarding their effects are suggested by previous research. The three variables included in this cluster are grandparents' age, race, and education. Although age is not expected to have much effect, it is possible that older grandparents will tend to have less stamina than younger ones (even after controlling for health status), and hence will be less likely to visit frequently with their children and grandchildren. Possible racial differences in kinship ties have been of interest to researchers, and it is clear that African American grandparents are more likely than Whites to function as surrogate parents (Hernandez, 1993; Szinovacz, 1998). Among grandparents who do not coreside with grandchildren, however there is little empirical evidence suggesting that African Americans are more likely to have frequent contact with grandchildren (Cherlin & Furstenberg, 1986). Finally, possible effects of educational attainment are examined. Some suggest that with increasing education there is a tendency for individuals to rely less on kin for social relationships (Fischer, 1982). On the other hand, higher socioeconomic status may be associated with more resources, which could facilitate more frequent visiting. On the basis of results of previous empirical studies and/or theoretical discussions of kinship and gender, we expect to find a number of significant predictors of frequent or infrequent contact between grandparents and their sets of grandchildren: 1. Geographic proximity is expected to be a strong predictor of frequency of face-to-face contact. 2. Number of grandchild sets is expected to be negatively associated with frequent contact. 3. Grandmothers are expected to have more frequent contact than grandfathers with grandchild sets. 4. Maternal grandparents are expected to have more frequent contact than paternal grandparents. Further, the effect of lineage is expected to be greater for grandmothers than grandfathers, given the saliency of the mother-daughter link. 5. Higher emotional affect between grandparents and their children is expected to be a predictor of more frequent contact between grandparents and grandchildren. 6. Married grandparents are expected to have more frequent contact with grandchildren than widowed or divorced ones. The effect of marital status is expected to be larger for grandfathers than grandmothers. Data and Methods The data analyzed in this study are from the second wave of the National Survey of Families and Households (NSFH2). This 1992-93 survey involved interviews with a national sample of 10,008 adults. From these adults, we selected all grandparents (G1) who had at least one child (G2) who had one or more children (G3) living in his/her household. We are interested not in individual grandchildren, but in each set of grandchildren that a grandparent has. A set includes all of the grandchildren living with a particular adult child of the grandparent. Thus, a grandparent will have as many sets of grandchildren as she/ he has adult children who have children living at home. Excluding those who coreside, the NSFH2 contains complete information for 4,629 grandparentgrandchild set dyads. The outcome variable of interest in this study is frequency of face-to-face contact between a grandparent and a particular set of grandchildren. The measure of frequency of contact comes from a question asking about frequency of contact between the grandparent and the parent of the grandchild set (who is the son or daughter of the grandparent). Although this is not an ideal measure, it provides a reasonable indicator of how frequently grandparents have contact with a particular set of their grandchildren. Grandparents in NSFH2 were asked how frequently they had contact with grandchildren (on a 6-point scale), as well as how frequently they had contact with each child (using the same scale). In most cases where the grandparent had just one child who had children in his/her household, the contact reported with grandchildren provides a direct measure of contact with the grandchild set of the child with children. (This is not true in all cases, however. See Appendix.) The correlation between reported contact with the child and with the grandchild set is 0.72, and in 86% of the cases the reported frequency of contact with the child and the grandchildren is either identical or in an adjacent category. (In cases where there is greater discrepancy, 5% of the grandparents report more frequent contact with their child; 10% report more 278 frequent contact with their grandchildren.) For grandparents with one set of grandchildren, we compared multivariate analyses where the dependent variable (contact with grandchild set) is measured in these two ways. The results are quite similar (see Appendix). Two dependent variables are constructed from the 6-point scale of frequency of visiting with the parent of each grandchild set: 1 = no visiting in the last year, 2 = once a year, 3 = several times a year, 4 = 1 to 3 times a month, 5 = once a week, 6 = more than once a week. "Frequent" contact is defined as visiting weekly or more often (5 or 6 on the scale); "infrequent" contact is defined as visiting once a year or less (1 or 2 on the scale). The decision to use these two dependent variables developed after we ran an ordered logistic regression and found that the proportional odds assumption was violated, x2 (52, N = 4608) = 371, p < .001. This indicates that some independent variables are operating differently at different levels of the dependent variable. We rejected the alternative of using multinomial logistic regression because results for such an analysis are inordinately complicated to discuss with a six-level variable. By creating two variables—one for each end of the distribution—we are able to discuss results clearly and simply. Also, by using simple logistic regression we are able to use all of the data, correcting for family clustering by using Huber standard errors. As indicated in the preceding section, a number of relatively straightforward independent variables are included in this study. Grandparents' age, race (White, Black, Other), education (years of schooling completed), work status (in the labor force, not in the labor force), and health (5-point scale, from "excellent" to "very poor") are included primarily as control variables, with no strong expectations regarding their effects. Grandparents' gender (female, male), kinship link to the grandchild set (maternal, paternal), quality of relationship with the G2 parent (10-point scale, from "very poor" to "excellent"), and marital status are critical variables in the family/gender category. The four categories of marital status used in the multivariate analysis are married (meaning married to the other parent of the son or daughter who is parent of the grandchild set), remarried (meaning current spouse is not the parent of the relevant child), widowed, and divorce/separated (which also includes the 37 grandparents who were never married). Distance is measured in miles between the grandparent and grandchild set, and log of distance is used in the regression analysis. Finally, number of grandchild sets (1, 2, 3, 4+) is included as a predictor variable. In a preliminary analysis we also included several characteristics of G2 (marital status, labor force participation) as independent variables. Because none of these was a significant predictor, and to keep the focus on grandparents, we dropped these variables in subsequent analysis. The distribution of the sample by the various independent variables is shown in Table 1. We examine logistic regression equations for two different dichotomous outcome variables: frequent versus not-frequent contact and infrequent versus not-infrequent contact. We initially ran these regres- The Gerontologist Table 1. Distribution of Grandparents of Grandchild Sets on Selected Variables and Percent of Grandparents With Various Characteristics Who Have Frequent or Infrequent Contact3 With Grandchild Sets Sample Distribution Grandparent Characteristics Percent With % n Frequent Contact0 Infrequent Contact 24.6 33.4 42.0 1138 1546 1945 52.4 42.2 40.8 12.8 16.8 14.9 Gender Grandmother Grandfather 66.3 33.7 3069 1560 47.4 37.8 14.0 17.1 Kin Link Maternal Paternal 58.4 41.6 2703 1926 47.3 39.7 13.1 17.8 Race White Black Other 73.9 18.1 7.9 3423 480 366 42.1 49.2 51.4 13.8 19.9 15.3 Education 12 years or less 13 years or more 75.6 24.4 3499 1130 46.3 37.4 15.5 13.6 Work status In labor force 38.5 1780 2849 46.2 42.9 13.9 15.8 1897 739 1109 884 49.4 38.0 42.3 39.8 9.2 19.4 17.0 22.1 Age <55 55-64 65 + Not in labor force 61.5 Married 41.0 Remarried 16.0 24.0 19.1 Divorced/separated Health Very poor to poor Fair to excellent 9.9 90.1 457 4172 44.0 45.7 14.8 16.9 Relationship with child Very poor to fair Good to excellent 7.7 92.3 356 4273 32.0 45.1 30.1 13.8 1810 1074 877 79.3 51.8 4.6 14.0 1.8 3.1 14.8 57.4 1098 1365 972 1194 49.7 43.6 43.6 40.0 12.5 15.1 13.5 18.6 Distance to grandchild set <10 miles 10-49 miles 50-499 miles 500+ miles 39.1 23.2 18.8 18.9 Number of grandchild sets 1 23.7 2 29.5 21.0 3 25.8 4+ 868 Note: Percentages may not sum to 100 because of rounding. Frequent means once per week or more; infrequent means once per year or less. b Married means living with spouse who is also the parent of the relevant middle-generation child; remarried means spouse is not the parent of the relevant child; divorced/separated includes 37 grandparents who reported being never married. c Each independent variable, when included in bivariate logistic regression with frequent contact, is statistically significant at the .05 level except work status, widowhood, and health. d Each independent variable, when included in a bivariate logistic regression with infrequent contact, is statistically significant at the .05 level except age, work status, widowhood, and "other" race. a Vol. 38, No. 3,1998 Findings Cross-Tabulation Analysis Marital status6 Widowed sions on the entire sample (including both grandmothers and grandfathers). However, a likelihood ratio test between the original model and a fully interactive model by grandparents' sex confirmed our expectation that the analysis should be done separately by gender. A similar test by race did not indicate that different processes were operating for Whites, Blacks, or other races. Therefore, we present four regression models predicting frequent contact for grandmothers, frequent contact for grandfathers, infrequent contact for grandmothers, and infrequent contact for grandfathers. Because a number of grandparents are included in more than one grandparent-grandchild set dyad, we correct for family clustering by using Huber standard errors. With this correction it is possible to use each eligible dyad in the regression analysis. Before considering results from a multivariate analysis, it is useful to note several interesting findings from simple cross tabulations. First, as expected, the more sets of grandchildren that a grandparent has, the less likely the grandparent is to have frequent contact with any particular set of grandchildren and the more likely he/she is to have infrequent contact with any particular set (see Table 1). Several additional relationships between number of sets and frequency of contact are shown in Figures 1 and 2. (Note that the unit of analysis in Figures 1 and 2 is the individual grandparent, n = 2,723. This differs from Tables 1 and 2 and Figure 3, where the unit of analysis is the grandparent-grandchild set dyad, n = 4,629.) As the number of sets increases, the likelihood that a grandparent has frequent contact with at least one set goes up. For example, the proportion reporting frequent contact with at least one set of grandchildren increases from 50% of grandparents with one set to 78% of those with four or more sets. Similarly, the frequency of having infrequent contact with all sets of grandchildren declines from 13% of those with one set to only 2% of those with four or more sets. Clearly grandparents who have multiple sets of grandchildren nave much greater total contact with grandchildren than do grandparents with only one set. On the other hand, having multiple sets of grandchildren increases the chances that some sets will be seen on an infrequent basis. When a grandparent has four or more sets of grandchildren, it is more than three times as likely that there is infrequent contact with at least one set than if the grandparent has only one set (47% vs 13%). Also, the probability of frequent contact with all sets drops from 50% when there is one set to only 6% when there are four or more. From the perspective of an older person, having a large number of grandchild sets implies a high level of total interaction with grandchildren. From the perspective of grandchildren, however, having multiple sets of cousins reduces the likelihood of frequent contact with grandparents. Although these findings are not unexpected, they point out a serious limitation of 279 AT LEAST ONE SET ALL SETS 90 ANY PARTICULAR SET T 80- 70- 60- 50- 40- 30- 20- 10- 4+ 1 2 3 4+ 4+ Number of Sets Figure 1. Variations in percent of grandparents visiting sets of grandchildren frequently by number of grandchild sets. The difference between having one set and four sets is statistically significant at the .05 level in all comparisons. 50 AT LEAST ONE SET ALL SETS ANY PARTICULAR SET T 4 5 •• 4+ 1 2 3 Number of Sets Figure 2. Variations in percent of grandparents visiting sets of grandchildren infrequently by number of grandchild sets. The difference between having one set and four sets is statistically significant at the .05 level in all comparisons. 280 The Gerontologist 60 x Maternal GM FREQUENT CONTACT Paternal GM Maternal GF INFREQUENT CONTACT Paternal GF Maternal GM Paternal GM Maternal GF Paternal GF Gander and Lineage Figure 3. Variations in percent of grandparents visiting a particular set of grandchildren frequently or infrequently by gender and lineage of grandparent. Comparisons between maternal grandmother (GM)/paternal grandfather (CF) and paternal CM/maternal CF are not particularly interesting. For the remaining eight comparisons, differences are statistically significant at .05, except between maternal/ paternal grandfather for frequent contact. studies based on samples that include only the relationship between a grandparent and a focal child. A second noteworthy finding from cross-tabulation analysis concerns differences by gender and lineage. As discussed above, previous studies have produced inconsistent findings regarding differences between grandmothers and grandfathers and differences between maternal and paternal grandparents. Results from analyzing this large, national sample indicate that both the grandparent's gender and lineage do matter, although not all of the differences are Targe (Table 1, Figure 3). The grandparent most likely to have frequent contact with any particular set of grandchildren is, as expected, the maternal grandmother. About 52% of maternal grandmothers have frequent contact with any particular set of grandchildren, compared to 41% of maternal grandfathers. Further, maternal grandmothers are more likely to have frequent contact with grandchildren than are paternal grandmothers (52% vs 38%). On the other hand, there is no significant difference between maternal and paternal grandfathers in frequent visiting, and the difference between paternal grandmothers and grandfathers is small. It appears tnat having a daughter as the link to the grandchildren is a salient factor for grandmothers but not grandfathers. The same general pattern exists when the focus is on infrequent visiting—maternal grandmothers are least likely to visit infrequently with a set of grandchildren, paternal grandfathers are most likely to visit infrequently. A reasonable concluVol. 38, No. 3,1998 281 sion is that the role of gender and lineage in predicting grandparent—grandchild interaction should be neither neglected nor exaggerated. Multivariate Analysis To explore the effects of the independent variables on frequency of grandparent-grandchild set contact in a multivariate analysis, we ran separate logistic regressions to predict frequent and infrequent contact for grandfathers and grandmothers. The results of these four analyses are shown in Table 2, where odds ratios are presented. All of the odds ratios shown in the table are statistically significant at .05. These results confirm most of our expectations regarding the effect of various factors or frequency of grandparent contact with a particular set of grandchildren. The two key variables related to opportunity for frequent contact come through strongly. Geographic proximity is the most powerful predictor of either frequent or infrequent contact, as every previous study also has reported. Number of grandchild sets is also significant in each analysis shown in Table 2. Living further away and having multiple sets of grandchildren both predict that grandparents are less likely to have frequent contact and are more likely to have infrequent contact with their grandchildren. Consistent with findings reported by Cherlin and Furstenberg (1986), the other two indicators of opportunity do not have any significant effects. Having Table 2. Odds Ratios3 from Logistic Regressions Predicting Frequent and Infrequent Visiting1' Between Grandparent and Grandchild Set, by Sex of Grandparent White grandmothers. Educational level was not a significant predictor of frequent contact but was significant for infrequent contact. Other things being equal, grandparents with higher education are less likely to have infrequent contact with their grandchildren. The most straightforward interpretation of this finding is that those with higher socioeconomic status are more likely to have the necessary resources to overcome obstacles to visiting with children and grandchildren. A central interest of this study concerns the effects of marital status, lineage, and affect on contact between grandparents and grandchild sets. In general, each of these variables operates in the expected direction. Consistent with previous studies, a more positive relationship between the grandparent and his/her child is related to greater likelihood of frequent contact with the grandchild set (and less likely infrequent contact). Married grandparents tend to have more Dependent Variable Grandfathers Independent Variable G1 Age Maternal lineage Black Other In (Distance) G1 Education C1 Works Grandchild sets Frequent Visiting Infrequent Visiting 0.664 0.334 Grandmothers Frequent Infrequent Visiting Visiting 0.977 1.728 2.677 0.879 0.334 1.226 0.852 0.627 2.561 0.868 0.786 0.381 2.046 0.257 0.311 6.610 2.795 0.568 0.671 1.987 freauent contact than their nonmarried counterparts. 2.076 1.150 62.061 0.750 0.026 1.338 27.221 0.658 0.102 Pseudo R2 -2LogL % Predicted correctly % Prevalence 0.449 0.483 929 689 0.460 1952 0.438 1090 82.1 62.2 89.9 82.9 83.7 52.6 90.0 86.0 N 1560 1560 3069 3069 Ana maternal grandparents are more likely to have frequent contact than paternal ones. In addition, the expectation that these variables differ by grandparents' gender is confirmed. Marital status is consistently of greater importance in predicting contact with grandchildren for grandfathers than it is for grandmothers. In fact, widowed grandmothers are not significantly less likely than married ones to have frequent contact. Grandfathers who are divorced, separated, or remarried are especially unlikely, compared to their married counterparts, to maintain frequent visiting patterns with their grandchildren. The importance of lineage, on the other hand, is greater for grandmothers than grandfathers. Although maternal grandmothers are much more likely than paternal grandmothers to have frequent contact with their grandchildren, maternal and paternal grandfathers are not significantly different from each other. Also, the quality of the relationship with a child is a stronger predictor of frequent contact with a grandchild for grandmothers than grandfathers. The magnitude of the combined effect of gender, marital status, and lineage on frequency of contact can be made clearer by comparing predicted probabilities that grandparents who differ on selected combinations of these variables have frequent (or infrequent) contact with any particular grandchild set. Using the logistic regression equations, we predict the probability of frequent (or infrequent) contact when all variables except marital status and lineage are set at baseline values (baseline values, except for distance, reflect sample means or modes). Specifically, we predict the probability of frequent contact for grandmothers and grandfathers with different combinations of lineage and marital status when they have the following characteristics: age = 62 years; race = White; education = 12 years; health = good; relationship with child = excellent; distance = 30 miles; number of grandchild sets = 2; and grandparent is not in the labor force. The baseline values for predicting infrequent contact are identical, except that distance is set at 500 miles. Results of this exercise are shown in Table 3. C1 Widow 1.149 2.061 G1 Separated/ divorced G1 Remarried G1 Poor health G1-C2 affect Constant Note: Significance tests, based on Huber standard errors, were calculated to correct for presence of multiple grandchild sets with same grandparent in sample. "Odds ratios that are not statistically significant at the .05 level are omitted from this table. All of the odds ratios reported in this table are significant at the .05 level. b Frequent means once per week or more; infrequent means once per year or less. poor health or being in the labor force do not appear to interfere with the ability of grandparents to visit with grandchildren. (Note, however, that grandparents living in institutions are not included in this sample.) The sociodemographic variables of age, race, and education are included in the analyses, although no particular expectations regarding tneir effects were anticipated. An effect of age (net of health, marital status, and other factors) is observed only for frequent contact by grandmothers. In this one case there is evidence of advanced age being associated with a lower likelihood of frequent contact. Perhaps in this case age is associated with greater difficulty in transportation, but the total effect is not very great. The absence of racial difference in frequency of contact suggests that cultural difference in grandparenthood between Whites and Blacks may not be significant. This conclusion, however, needs to be qualified by the fact that Black grandmothers are much more likely than White ones to be coresiding with one set of grandchildren. (Cases of coresidence between generations were excluded from the analysis.) In the NSFH2 sample, 30% of Black grandmothers lived in a household that contained one or more sets of grandchildren, compared to 9% of 282 The Gerontologist Table 3. Predicted Probabilities of Grandparents Having Frequent and Infrequent Contact With Any Particular Grandchild Set by Grandparents' Sex, Marital Status, and Lineage, Under Baseline Conditions" Predicted Probability of Frequent Contact Grandmothers Measure Married Widowed Sep/Div/Remar Predicted Probability of Infrequent <Contact Grandmothers Grandfathers Grandfathers Maternal Paternal Maternal Paternal Maternal Paternal Maternal Paternal 0.530 0.452 0.408 0.395 0.324 0.286 0.418 0.215 0.172 0.385 0.193 0.153 0.148 0.264 0.260 0.217 0.364 0.359 0.161 0.278 0.419 0.224 0.366 0.520 Note: Sep/Div/Remar = separated/divorced/remarried. "Baseline conditions are described in the text. The effect of marital status on grandfathers' visiting patterns with grandchildren is striking. Other things being equal, married grandfathers are twice as likely as widowed ones to see their grandchildren frequently and about half as likely to see them on an infrequent basis. Divorced, separated and remarried grandfathers are even less likely to have frequent contact with grandchildren. When grandfathers do not have a spouse to assist them in maintaining kinship ties, they are much less likely to experience high levels of interaction with their grandchildren. A considerably smaller effect of marital status is observed for grandmothers: divorced and separated grandmothers are about 75% as likely to visit frequently with grandchildren as married ones. The stronger bond typical between a mother and daughter than between a mother and daughter-inlaw is reflected in lineage differences in predicted frequency of contact between grandmothers and their grandchild sets. Under the conditions specified above, 53% of maternal married grandmothers are predicted to have frequent contact, compared to 40% of paternal ones. Among grandfathers, it makes much less difference whether the link to their grandchildren is through a son or a daughter. In combination, gender, marital status, and lineage are found to sharply differentiate the experience of grandparents. Comparing the extreme categories in Table 3, one sees that maternal married grandmothers are 3.5 times as likely to have frequent contact with their grandchildren as paternal, separated, or divorced grandfathers (.530 vs .153). The contrast between these two categories in likelihood of having infrequent contact is equally dramatic (.148 vs .520). Conclusion In conclusion, we first note that, based on a large national sample of grandparent-grandchild set dyads, six factors stand out as important predictors or frequent or infrequent contact: 1. Geographic distance is the strongest predictor of frequent or infrequent contact. All relevant studies have found this result, and it is evident that most grandparents maintain frequent contact with their grandchildren when it is feasible to do so. 2. The quality of the relationship between a grandparent and his/ner child affects the quantity of con- Vol. 38, No. 3,1998 283 tact between the grandparent and that set of grandchildren. As reported by other studies, the middle generation may act as a gatekeeper for the grandparentgrandchild relationship. 3. The number of grandchild sets makes a difference. As the number of sets increases, the likelihood of frequent contact with any particular set decreases and the likelihood of infrequent contact increases. Nevertheless, the probability of having frequent contact with at least one set of grandchildren is greater for grandparents with multiple sets than for those with only one set. 4. Gender of the grandparent is relevant. Grandmothers are more likely than grandfathers to have frequent contact and are less likely to have infrequent contact. 5. It makes a difference if grandparents are linked to a set of grandchildren through a daughter or a son. Maternal grandparents are more likely than paternal grandparents to have frequent contact with sets of grandchildren and less likely to have infrequent contact. The effect of lineage is greater for grandmothers than grandfathers. 6. Grandparents' marital status has a significant effect on the likelihood of frequent or infrequent contact with grandchildren. This effect is especially strong for grandfathers. For both grandmothers and grandfathers, the ordering from most to least likely to have frequent contact is married, widowed, remarried, divorced. The most important conclusion to draw from this analysis is that grandparenting needs to be examined within a complete kinship framework where gender matters. Starting with G1, it makes a difference whether the grandparent is a grandmother or a grandfather. It makes a difference whether or not the grandparent has experienced marital disruption. It makes a difference how many grandchild sets the grandparent has. And it makes a difference whether the grandparent is linked to grandchildren through a son or a daughter. In other words, general discussions of grandparenting are of limited usefulness. The relationship between a grandparent and a grandchild is always located within a particular kinship network. Differences in kinship networks help to explain differences in grandparenting behaviors. This study overcomes a limitation of most previous grandparenting studies by having a large, nationally representative sample of grandparents. There are, nevertheless, three significant limitations related to using these data from NSFH2. The first, apparent to a perceptive reader, is that contact between grandparents and grandchild sets is not measured directly. As discussed in the Appendix, there is good evidence that frequency of contact between G1 and G2 is a reasonable proxy for frequency of contact for the corresponding G1-G3 relationship, but it would be much better to measure this directly. A second limitation is that information on characteristics of the individual grandchildren is not available. The third limitation is that consequences of contact frequency cannot adequately be assessed. Hopefully more complete information on the grandparent-grandchild relationship will be collected in future surveys so that the findings suggested by this analysis can be examined more rigorously and their significance explored more fully. As the literature on intergenerational relationships, including grandparent-grandchild relationships, grows, we are gaining new insights into the role of kin ties in the aging experience. It is not surprising that these new insights stimulate new questions that require additional research. To deepen our understanding of grandparenting, future studies might explore the following questions: What are the implications of changing family gender roles for relationships between generations? Although grandfathers in aggregate have different relationships with grandchildren than grandmothers, it is obvious that there is great diversity among both grandfathers and grandmothers. Some grandfathers are highly involved with their grandchildren; some grandmothers are marginally involved with their grandchildren. Do fathers who play a more active role in caring for their young children later develop into grandfathers who are more engaged with their grandchildren? Do mothers who turn over much of the parenting role to others develop into less engaged grandmothers? Greater attention needs to be given to how grandparents relate to different sets of grandchildren and to different grandchildren within a set. The first step, of course, is to directly measure grandparent contact and relationship with each set of grandchildren and with each grandchild in each set. Then the question of what leads to differential involvement can be explored. In addition to factors suggested by findings of this study, attention should be given to the relationship between the grandparent and the spouse of the child who links him or her to the grandchildren. It will be important to examine how the needs of various grandchild sets affect the relative share of the grandparents' attention that they receive. And characteristics that differentiate grandparental attention among siblings in a set could be explored. As the study of intergenerational relationships progresses, it becomes increasingly clear that relationships develop over time. Cross-sectional studies that attempt to explain grandparent-grandchild relationships by focusing on characteristics at one point in time are simply inadequate. New efforts should be made to 284 include information on the process through which relationships develop and change. Well designed longitudinal studies are ideal for this purpose, but it also is possible to collect retrospective life course histories that shed light on the development of relationships. The G1-G2 relationship, which plays such an important role in the G1-G3 relationship, has a history. Are there critical events in the parent-child relationship that later pull grandparents and grandchildren together, or which drive them apart? Exploration of these issues must await the collection of appropriate data. Finally, the consequences of differing levels of mutual engagement of grandparent and grandchildren need to be examined more carefully. Are there direct benefits to both generations that come from maintaining frequent contact and high emotional attachment? Beyond the individual level, it also is worth asking how grandparent-grandchild connections might benefit the larger society. A number of social changes over the past century have tended to increase age segregation in our society: changes in schools, work, churches, age-graded organizations, retirement, and extended family living arrangements. The most significant linkages across age groups probably occur because of kinship ties. How important are grandparent-grandchild connections in preserving age integration? And what are the factors that enhance the quantity and quality of these intergenerational relationships? References Aldous, I. (1995). New views of grandparents in intergenerational context. Journal of Family Issues, 76, 104-122. Cherlin, A. I., & Furstenberg, F. F. (1986). The new American grandparent: A place in the family, a life apart. 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L. (1985). Crandparenting options in divorcing families: An anthropological perspective. In V. L. Bengtson & I. F. Robertson (Eds.), Crandparenthood (pp. 81-96). Beverly Hills, CA: Sage. King, V., & Eider, C. H. (1995). American children view their grandparents: Linked lives across three rural generations. Journal of Marriage and the Family, 57, 165-178. Matthews, S. H., & Sprey, J. (1985). Adolescents' relationships with grandparents: An empirical contribution to conceptual clarification. Journal of Gerontology, 40, 621-626. Roberto, K A., & Stroes, J. (1992). Grandchildren and grandparents: Roles, influences, and relationships. International Journal of Aging and Human Development, 34, 227-239. Robertson, I. F. (1995). Crandparenting in an era of rapid change. In R. Blieszner & V. H. Bedford (Eds.), Handbook on aging and the family (pp. 243-260). Westport, CT: Greenwood Press. Rossi, A. S. (1995). Wanted: Alternative theory and analysis modes. In V. L Bengtson, K. W. Shaia, & L. M. 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Received February 18, 1997 Accepted July 29, 1997 Appendix To assess how well frequency of G1-G2 contact serves as a proxy for frequency of C1-G3 contact, we examine cases where C1 reports only one child with children in his/her household. The respondents (G1) report how frequently they have contact with each child and with their grandchildren (both on a scale from 1 to 6). When there is only one set of grandchildren, we expect that in most cases the contact reported with grandchildren will be the frequency of contact they have with the grandchild set of the child who has children in his/her household. (The exceptions would be when grandparents have other grandchildren not living in their parents' household. Thus some grandparents might be reporting frequency of contact with a grandchild who is not in the set of interest. We expect the results would be even stronger if there were a way to exclude these cases.) As reported in the text, in 86% of the cases the frequency of contact with the child and with grandchildren is either identical or in an adjacent category. To examine how robust the results of Table 2 are, we ran the logistic regressions restricted to cases where there is just one set of grandchildren (n = 1,243). We compare the results of this regression model when the dependent variable is frequent (or infrequent) contact be- Vol. 38, No. 3, 1998 285 tween G1-G2 (as in Table 2) with the results when the dependent variable is frequent (or infrequent) contact between G1-G3. In this analysis we must, of course, drop number of grandchild sets as an independent variable. In addition, we have made marital status of the grandparent a dichotomous variable (married to other parent of G2 vs other), and we have included gender of the grandparent as an independent variable. The results are shown in Table 4 for the variables of interest. Overall, the results presented in Table 4 suggest that using G1-G2 contact as a proxy for G1-G3 is not problematic. The only exception might be with the effect of maternal lineage. It is plausible, however, that lineage is not significant in the special case where grandparents have only one set of grandchildren. Paternal grandparents with only one set of grandchildren will not see any grandchildren if they do not see their son's grandchildren. Table 4. Regressions Predicting Frequent and Infrequent Contact When Grandparents Has Only One Grandchild Set Frequent Contact Infrequent Contact Dependent Variable G1-G2 G1-G3 G1-G2 C1-G3 Maternal lineage In (distance) G1 not married3 G1-G2 affect G1 male 1.616* 0.281* 0.471 1.234 0.517* 0.689 1.232* 0.601 0.732 2.440* 2.903* 0.694* 1.049 1.108 2.010* 2.013* 0.699* 1.726 1.364* 0.491* *Significant at .05. G1 not married to other parent of G2. a
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