The belief in a just world refers to individuals' belief that the world is a just place where everyone gets what they deserve Although it is created in childhood, it plays an adaptive role throughout the life cycle. This paper analyses the relationships between belief in a just world and variables of family functioning in the Spanish population during emerging adulthood, comparing multiple linear regression models and comparative qualitative analysis. 341 young people aged 19-25 (M=21.77, SD=1.78), 82.2% of whom were women, participated in this study. The instruments used explore beliefs in a just world, and various aspects of family functioning. Regression models indicate that family variables are not related to belief in a just world. In comparative qualitative analysis, different combinations of family variables account 31% of strong beliefs in a just world. High levels of family resources, low levels of family communication and being a man are therefore related to the strong presence of beliefs in a just world. The results show that family functioning variables remain important for belief in a just world, even during emerging adulthood.
El objetivo del presente trabajo es analizar las relaciones existentes entre la creencia general en un mundo justo y variables de funcionamiento familiar en población española durante la adultez emergente; todo ello, comparando modelos de regresión lineal múltiple y de análisis cualitativos comparativos, que permiten una visión más holística. Los participantes fueron 341 jóvenes, con edades entre 19-25 años (M=21,77, DT=1,78) siendo el 82,2% mujeres. Los instrumentos utilizados exploran las creencias en un mundo justo, y diversos aspectos de funcionamiento familiar. Mientras que los modelos de regresión indican que las variables familiares no presentan relación con la creencia en un mundo justo, en los análisis cualitativos, diferentes combinaciones de variables familiares explican el 31% de altas creencias en un mundo justo. En concreto, altos recursos familiares, baja comunicación familiar y ser hombre, se relacionan con la alta presencia de creencias en un mundo justo. Los resultados muestran que las variables de funcionamiento familiar continúan siendo importantes para las creencias en un mundo justo, incluso durante la adultez emergente.
The concept of belief in a just world (BJW), a term conceptualized by
Lerner (
Although BJW is formed in infancy, and depends largely on parenting styles,
with the increase in abstract cognition during adolescence, two types of differing
beliefs emerge (
Previous studies indicate that BJW is a relatively stable concept
throughout the life cycle (
Belief in a just world is therefore a personal, subjective disposition,
which can be affected by personal experiences, family situations, etc. (
The family context, and parents, are especially important for the
foundation and maintenance of beliefs in a just world (
In fact, authors such as Dalbert & Radant (
Research on BJW has also focused more on childhood and adolescence,
traditionally from the perspective of the Piagetian cognitive model (
Emerging adulthood is the period between 18 and 29 years of age, which has
become a cultural phenomenon in industrialized societies as a result of the
sociodemographic changes of recent decades, such as increased access to
university education, an increase in the labour force, and the postponement of
milestones such as marriage and having children (
Another contribution of this
study is its comparison between two different methodologies, namely linear regressions,
and qualitative comparative analysis of diffuse sets (QCA). While regression models are
based on an individual contribution and do not (a priori) account for the
interaction or combination of the different variables studied, Qualitative comparative analysis (QCA)
is an analytical technique that examines how a series of causal conditions
contribute to a given outcome. Likewise, only the linear relationship between
variables can be studied in linear models, but this does not account for other
types of non-linear relationships as QCA models can. This type of model also considers
equifinality, which is the possibility of obtaining different models or roads
that give rise to the same result (
For all these reasons, the aim of this study is to examine the relationships between the general belief in a just world and family functioning variables during emerging adulthood in the Spanish population. The hypotheses considered in this study are as follows: H1: family functioning variables will significantly predict the overall BJW; H2: QCA models will provide complementary information to linear regression models, offering different combinations of variables for the same result.
A total of 341 young people participated, ranging in age from 19 to 25 years old, with an average age of 21.77 (SD=1.78). 82.2% (277) were women and 18.8% (64) were men. Although a total of 447 young people was initially selected, the 341 named in this study were finally selected, as the rest did not complete at least 80% of the questionnaires or were outside the 18-25 age range.
The Belief in a just
world-others scale (
The original version was by Dunst, Trivette & Deal (
Family Identity: this refers to the commitment to the search for well-being and development towards maturity of each person and family group; the appreciation of the aspects that family members do well, and the degree of stimulation required to improve them, e.g. "Our family is able to make decisions about what to do when we have problems.
Communication: this refers to family rules, values, and beliefs that establish expectations about what is desirable and acceptable, e.g." We talked about different ways of dealing with and solving problems."
Resource mobilization and coping strategies: the repertoire of coping strategies for coping with life events; the ability to solve problems and evaluate the various options that lead to the satisfaction of needs, e.g. "We try to forget our problems for a while when they seem insurmountable".
The alpha coefficient for the full scale is .88 on the original scale
adapted to Spanish (
The participants in this research were recruited by convenience sampling and were all students at the University of Valencia. Their participation was voluntary and anonymous, followed the signing of informed consent, and they were informed that the data collected would be used exclusively for academic-scientific purposes. The questionnaire was administered collectively, in classrooms during teaching hours, by the authors of the study, in a single session, lasting approximately 30 minutes.
First the descriptive analyses of the variables studied were carried
out, then the calibration values for QCA were calculated, and then the
hierarchical regression models (MRJ) and a qualitative comparative analysis of
diffuse sets (QCA) were performed. The raw data from the participants'
responses had to be transformed for the qualitative comparative analysis of
diffuse sets. First, as suggested in the literature (
The analysis establishes the necessary causes, i.e. those that must
always be present for a given result to occur, and the sufficient conditions,
which while they are not always present when a result occurs, can lead to a
given result. The QCA models make it possible to identify the percentage of
variance explained, or cases in which the model is complied with - the coverage
- as well as indicators of goodness offit, or consistency
(
When identifying sufficient conditions, QCA analysis involves two stages
(
First, we present the main descriptors and
calibration values for the variables studied (
Note: BJW: Belief in a just world; FFS: family
functioning style; FI=family identity; FR=family resources; FC=family
communication; M=mean; SD=standard deviation
BJW
FFS
Age
BJW
FI
FR
FC
M
21.77
1644.75
51.54
4287.10
560.11
SD
1.77
47478.34
62.35
1564.06
287.18
Min
19
1
3
546
24
Max
25
50000
1100
13356
3080
Calibration values
P10
19
16.80
16
2251.20
246
P50
22
432
48
4287.10
540
P90
24
3571.20
80
6270
864
The predictive power of the variables studied was analysed using a hierarchical regression model, with the criterion variable being belief in a just world and sociodemographic predictor variables (sex and age) and family predictor variables (personal identity, communication, and resources). Two differential steps were established in the model. First, sociodemographic variables (sex and age) were included and then family variables were introduced. In the regression model of belief in a just world, sociodemographic variables did not significantly increase variance in the first step (ΔR2 =.02, p=.10), and family variables also did not increase variance in the second step (ΔR2 =.02, p=.10) However, in this last step, the family resources variable showed a significant positive beta coefficient (β=.18, p=.02).
The QCA analyses were then carried out. First, as suggested by the literature, the need analyses were carried out, followed by the sufficiency analyses. As with the hierarchical regression model, the criterion variable was established (the outcome condition, according to QCA terminology) as belief in a just world and the predictor variables (causal conditions) were sociodemographic variables (sex and age) and family variables (personal identity, communication and resources).
Based on the results obtained (
Note: ~: absence of condition; Necessary condition:
consistency ≥.90; BJW= belief in a just world, Consistency=consistency;
Coverage=coverage
BJW
~BJW
Cons
Cov
Cons
Cov
Boy
.21
.51
.17
.49
Girl
.79
.44
.83
.56
Adult
.64
.58
.59
.64
Young
.60
.55
.61
.67
High Communication
.61
.56
.60
.66
Low Communication
.63
.56
.60
.65
High Identity
.62
.56
.60
.66
Low Identity
.62
.56
.59
.65
Many Resources
.66
.60
.57
.63
Few Resources
.59
.53
.64
.69
In the sufficiency analyses (
In the prediction of high levels of belief in the world as a just place, four paths were observed that accounted for 31% of the cases with high levels (Total Consistency=.79; Total Coverage=.31). The most significant ways or combinations for predicting a strong belief in the world as a just place were: the result of the interaction of having many family resources, low levels of family identity, low levels of communication, and being older (Raw Coverage= .26, Consistency= .84); the interaction of having many family resources, being older and smaller (Raw Coverage= .09, Consistency= .77); and finally the combination of having many family resources, low levels of family communication and being smaller (Raw Coverage= .09, Consistency= .76). These accounted for 26%, 9% and 9% respectively.
On the other hand, when predicting low levels of belief in the world as a just place, five paths were observed that accounted for 54% of the cases with low levels (Total Consistency=.75; Total Coverage=.54). The most significant paths or combinations for predicting low levels of belief in a just world were: the result of the interaction of few family resources, high levels of identity and high levels of family communication (Raw Coverage= .30, Consistency=.81), which accounted for 30% of the cases with low levels. The second way was the interaction between having few family resources, high levels of family communication and being a woman (Raw coverage= .29, Consistency=.79), which accounted for 29% of the cases, and finally the combination of having few family resources, high levels of family communication and being young (Raw coverage= .28, Consistency=.83), accounting for 28% of the cases.
●=presence of condition,
○=absence of
condition. ~=absence of condition; BJW=belief in a just world
Limiting
frequency:1
BJW
~BJW
Consistency cutoff: .81
Consistency cutoff: .80
1
2
3
1
2
3
Boy
Adult
High Communication
High Identity
Many resources
Raw coverage
.26
.09
.09
.30
.29
.29
Unique Coverage
.19
.02
.02
.01
.02
.01
Consistency
.84
.77
.76
.81
.79
.83
Total
Consistency
.79
.75
Total Coverage
.31
.54
This study explores familiar characteristics as predictors of belief in
the just world in emerging adulthood, by comparing two analytical
methodologies, linear models and QCA models, as main objectives of the
research. First, the results
in relation to sociodemographic variables indicate that sex is a variable that
influences belief in a just world, being men, in combination with other family
aspects, the ones that present the strongest belief in a just world. This would
not support previous studies, which argued that there were no differences
between men and women in adolescence until the age of 25 (
The results of this study partially
support the first hypothesis, i.e. family functioning variables
significantly predict the general BJW, at least in the QCA qualitative analyses,
which provide a greater number of combinations of variables to arrive at the
same result. In specific terms, the most important aspect of family functioning
for the BJW is family resources, a variable that appears significantly in both the
analytical techniques used. High levels of family
resources are therefore related to high general levels of belief in a
just world. This result reinforces the findings of Peter et al (
The results of the rest of the variables of family functioning,
communication and family identity are paradoxical since they are related to low
levels of belief in a just world. All this is not consistent with
the theoretical model of Dalbert and Radant (
When the two methodologies
used were compared, the results supported the second hypothesis that QCA models
will provide complementary information to linear regression models, offering
different combinations of variables for the same result. Accordingly, it was found that in linear
regression models, family variables are not significantly related to the
overall BJW, although family resources show a positive and significant beta coefficient.
However, with the same dataset, in QCA models the combination of different
variables does predict the overall BJW. The results show that a high overall BJW
relates to the interaction between adult, male, high personal resources, low levels
of communication and low levels of identity. Likewise, QCA models were observed
to increase the variance explained by allowing us to combine different
conditions (sociodemographic and family variables). A 54% variance was observed
in the BJW prediction of the participants when observing the QCA analyses. If regression
models alone were available in this study, one might conclude that none of the
variables considered significantly predicts a belief in a just world. However,
the results of the QCA analysis offer more information, as there are family and
sociodemographic variables involved in interaction in the prediction of high
levels of BJW. It seems that QCA
models are more explanatory in BJW analysis than linear regression models. Given
that linear models and QCA models have different objectives, complementarity
should be advocated, i.e. both techniques should be used simultaneously in
future research, instead of focusing on one or the other (
Despite the contributions of this research, the study is not without limitations. The sampling procedures are neither probabilistic nor representative of the total set of emerging adulthood, and there is a greater proportion of women among the participants, which makes it difficult to generalize the results found. Probabilistic sampling should be used in future research. In addition, only general BJW was studied, and not personal BJW. In further studies, it would be interesting to make comparisons between the two in order to ascertain the differences in their relationship with family variables. Finally, this study is only based on the responses of young adults, so in the future it would be appropriate to include another source of information, such as parents. This would make it possible to determine the perception of each of the parties involved regarding the family construct studied.
Ultimately, even though BJW appears to form in infancy and tends to differentiate during adolescence, family functioning remains an important variable for BJWs even during emerging adulthood. This is possible particularly because of the positive relationship between BJW and family resources, thereby reaffirming the role of BJW as a personal strategy related to coping strategies in contexts other than the family. Future studies should examine the differential contribution of different family dimensions to types of BJW.
Grant for the recruitment of predoctoral research staff from the Generalitat Valenciana and the European Social Fund (ACIF17)