Abstract
Parent-adolescent relationship (PAR) factors such as social support and negative interactions are associated with initiation of alcohol and marijuana use during adolescence. However, few studies have examined whether the relationship between PAR, especially the paternal role, and substance use onset varies by ethnicity. This is important given that ethnic group differences have been related to alcohol and marijuana use, cultural values and parenting. This study examines whether ethnicity moderates the prospective prediction of substance use onset by PAR factors. The sample comprised 124 adolescents who self-identified as Hispanic and 795 adolescents who self-identified as non-Hispanic Whites, and was drawn from an ongoing longitudinal survey on adolescent substance use. Discrete-time survival modeling was used to prospectively predict age at onset of substance use among participants who were substance-naïve at baseline. Interactions between ethnicity and PAR factors indicated that PAR factors had a larger influence on age of alcohol and marijuana onset for Hispanics than for Caucasians. Among Hispanics, greater social support from and greater negative interactions with the father-figure were more predictive of earlier onset of alcohol, and greater social support from the mother-figure was more predictive of later alcohol onset, compared to Caucasians. Similarly, greater negative interactions with the father-figure were more predictive of earlier onset of marijuana use among Hispanics than among Caucasians. These findings suggest the influence of PAR on alcohol and marijuana use onset may be larger for Hispanics than for Caucasians. Incorporating these parenting factors in substance use prevention programs advances public health in a culturally sensitive manner that is relevant to at-risk Hispanic adolescents.
Keywords: Ethnicity, Hispanic, Adolescents, Parents, Parent-Adolescent Relationships, Paternal Role, Alcohol use, Marijuana use
Alcohol and marijuana are the two most commonly used substances by adolescents in the United States (Johnston 2016 MTF reference). Early initiation of alcohol and marijuana use is a public health concern given the rapid progression from first use to escalation of more frequent and hazardous use during adolescence (Carliner et al., 2016; Fidalgo et al., 2016; Robinson & Riggs, 2016; Stone, Vander Stoep, & McCauley, 2016). Consequences of adolescent alcohol and marijuana use are vast, and include increased likelihood of being involved in a motor vehicle crash, suicide, engaging in violent behaviors, and experiencing co-occurring mental health concerns (Bukstein, 2016; Fishman, 2016; Kaminer, 2016; Tarter & Horner, 2016; Watson, Greene, & Kelly, 2014; Windle & Davies, 1999; Zaman et al., 2015). Further, only one in ten adolescents meeting criteria for substance use disorder actually receive treatment (Substance Abuse and Mental Health Services Administration, 2015). This underutilization is particularly true for Hispanic adolescents (Substance Abuse and Mental Health Services Administration, 2015). Research also consistently indicates that parent-adolescent relationships (PAR) play a significant role in adolescent’s substance use behaviors (Trucco, Colder, Wieczorek, Lengua, & Hawk, 2014). However, more research is needed to investigate ethnic differences that consider both the father- and mother-figure on PAR and adolescent substance use. Assessing both parents allows us to understand if differences in familial relationships from different ethnic groups uniquely impact adolescent alcohol and marijuana use.
Ethnic Differences and Adolescent Alcohol and Marijuana Use
Prevalence rates of substance use differ across ethnic groups (Miech et al., 2015). Hispanic adolescents report more alcohol use, binge drinking behaviors, and marijuana use than their Caucasian counterparts (Johnston, O’Malley, Bachman, & Schulenberg, 2016). Hispanic adolescents also tend to initiate alcohol and marijuana use earlier compared to Caucasians and so may be at greater risk for future escalation of use and comorbid mental health problems (Miech et al., 2015). Additionally, ethnic minority adolescents (e.g., Hispanics) tend to underutilize programs for substance use more so than Caucasians (Burrow-Sánchez, Minami, & Hops, 2015; Saloner, Carson, & Cook, 2014). Although efforts to improve underutilization of substance use treatment programs have been evaluated across cultural groups (Greenfield et al., 2007; Hser et al., 2001), few studies have focused on Hispanic adolescents (Burrow-Sánchez et al., 2015; Saloner et al., 2014). This is particularly true for substance use programs that incorporate parents into treatment (Coatsworth, Pantin, & Szapocznik, 2002; Estrada, 2015; Prado et al., 2012; Szapocznik et al., 1991; Szapocznik et al., 1988). There are reasons to suspect Hispanics may respond differently to particular involvement of parents, compared to other minorities, because of specific cultural values regarding the family.
Cultural Values within Hispanic Families
Cultural values and traditions impact family and parenting relationships and are particularly prominent within Hispanic families. Familismo, conceptualized as the value on family as the primary source of social support and identity (Romero & Ruiz, 2007; Smith-Morris, Morales-Campos, Alvarez, & Turner, 2013; Warner et al., 2006), continues to play a more significant role for Hispanics as compared to Caucasians (Marin & Gamba, 2003; Morales-Campos, Alvarez, & Turner, 2013). Familismo highlights intimate family bonds built on loyalty and solidarity throughout one’s life (Marin & Gamba, 2003; Ramirez et al., 2004). The same has been noted with respeto, typically conceptualized as the Hispanic value to maintain respectful hierarchical relationships within the family (Gil et al., 2000). For many Hispanic families, respeto provides an honor and respect to one another in relation to the family system; this is especially true for adolescents honoring both father and mother and the eldest in the families (Soto et al., 2011). These two culturally specific and commonly shared values among Hispanic families have been found to predict lower rates of substance use (Guilamo-Ramos, Bouris, Jaccard, Lesesne, & Ballan, 2009; Guilamo-Ramos, Bouris, Jaccard, Lesesne, Gonzalez, et al., 2009; Romero & Ruiz, 2007). Families that value familismo may serve as a source of inspiration, strength, and support against threats that put adolescents at risk for initial alcohol and marijuana use, as well as escalation to abuse or comorbid psychiatric conditions (Campos et al., 2014; Cupito et al., 2016; Marquez & Ramirez Garcia, 2013). Similarly, respeto may also serve as a source of harmony within the family. Through this cultural value, adolescents may respect and honor parental structure, rules, and attitudes towards alcohol and marijuana use (Soto et al., 2011). These two constructs may describe differential relational effects of parenting behaviors on alcohol and marijuana use between Hispanics and Caucasians.
Quality of Parent-Adolescent Relationships and Adolescent Substance Use
The nature of parent-adolescent relationships (PAR) can be characterized and quantified along a number of positive and negative dimensions. Positive PAR is characterized by supportive, nurturing, and encouraging parent behaviors and companionship between the parent and adolescent, whereas negative PAR is characterized by parent antagonism or criticism of the adolescent, or by conflict between the parent and adolescent (Ryan, Jorm, Lubman, 2010). Across races and ethnicities, the quality of PAR is associated with adolescent alcohol and marijuana use (Ryan, Jorm, Lubman, 2010). For example, adolescents whose parents embody positive dimensions of PAR tend to be less likely to initiate alcohol use (Cleveland, Feinberg, Osgood, & Moody, 2012; Jones et al., 2005; Koning, van den Eijnden, Verdurmen, Engels, & Vollebergh, 2012; Trucco, Colder, Wieczorek, Lengua, & Hawk, 2014) and marijuana use (Cleveland et al., 2012; J. L. Kamon, Stanger, Budney, & Dumenci, 2006; Marsiglia, Nagoshi, Parsai, Booth, & Castro, 2014). The protective effects of positive PAR persist into adulthood, as evidence suggests positive PAR prospectively predicts less problematic alcohol use (Ryan, Jorm, Lubman, 2010), and less use of tobacco, marijuana, and other illicit substances later in life (Branstetter, Low, Furman, 2011; Ledoux, Miller, Choquet, Plant, 2002). Conversely, negative dimensions of PAR have been shown to lower age of alcohol and marijuana onset (e.g., Abar, Fernandez, Wood, 2011), as well as predict more problematic use later in life (Kamon, Budney, & Stanger, 2005; Kamon et al., 2006; Stanger, Budney, Kamon, & Thostensen, 2009). Negative dimensions of PAR may disrupt family cohesiveness, important values of positive authority, and overall support, all of which serve as protective factors for adolescent substance use (Schwarz, B., Mayer, B., Trommsdorff, G., Ben-Arieh, A., Friedlmeier, M., Lubiewska, K., & … Peltzer, K., 2012; Schwarz, B., Trommsdorff, G., Albert, I., & Mayer, B., 2005).
Importantly, studies to date have not accounted for ethnic differences in the relationship between positive and negative dimenstions of PAR and adolescent alcohol and marijuana use. The cultural values described above shape parent-adolescent relationships within Hispanic families. For example, through the cultural values of familismo and respeto, adolescents may respect and honor parental structure, rules, and attitudes towards alcohol and marijuana use (Soto et al., 2011).
Although existing data on the effect of PAR factors on adolescent alcohol and marijuana use have consistently shown significant associations (Cleveland, Feinberg, Osgood, & Moody, 2012; Koning, van den Eijnden, Verdurmen, Engels, & Vollebergh, 2012; Trucco, Colder, Wieczorek, Lengua, & Hawk, 2014), most of the PAR literature has only considered the maternal role within this interaction. Studies that have examined the father-figure in relation to PAR and substance use (Okulicz-Kozaryn, 2010) have tended to focus relatively narrowly on the influence of individual paternal predictors of adolescent alcohol and/or marijuana use, such as paternal: communication quality (Friedman, Ali, & McMurphy, 1998; Jordan & Lewis, 2005; Kafka & London, 1991; Stern, Northman, & Van Slyck, 1984); substance use (Brooks, et al., 2002); support (e.g., van der Zwaluw et al., 2008; van der Zwaluw et al., 2006); supervision (Cookston, 1999); and conflict (Jordan, 2005). Therefore, an important gap in the literature is the lack of studies that have jointly modeled the individual influences of the father and the mother.
The Current Study
Given that the prevalence rates of alcohol and marijuana use are higher among Hispanic adolescents than Caucasian adolescents and that parents play a large role in shaping Hispanic substance use behaviors, it is important to examine the extent to which the effect of PAR on alcohol and marijuana use onset varies for Hispanic adolescents as compared to Caucasians. In this study, we investigated if ethnicity moderates the relationship between positive and negative dimensions of mother- and father-figure PAR and alcohol and marijuana use onset. We expected the positive effects of supportive parental interactions to be stronger for Hispanics as compared to Caucasians, and the harmful effects of negative parental interactions to be reduced for Hispanics as compared to Caucasians. A more thorough understanding of these ethnic differences will inform the development of culturally specific substance use preventive programs that incorporate both paternal and maternal roles in the family systems framework.
METHOD
Participants
Data for this study are drawn from an ongoing longitudinal study (funded by grant #R01 AA01683 awarded to K. Jackson) of the contextual factors that influence the initiation and progression of alcohol use during adolescence. Adolescents (N=1,023) were recruited from six Rhode Island middle schools (equally from 6th, 7th, and 8th grade), with data collected from five cohorts enrolled six months apart (Jackson et al., 2014). For the present study, excluding 104 non-Hispanic non-Caucasians of varying ethnicities, we identified 124 Hispanics (53% female) and 795 non-Hispanic Caucasians (51% female) for whom we have follow-up data on substance use and PAR variables. We conducted attrition analyses to examine whether characteristics associated with key study variables predicted 4-year follow-up nonresponse. Ethnicity did not significantly predict nonresponse (26% among Hispanics, % among Caucasians), although boys were more likely than girls to be absent at the four-year follow-up; Pearson χ2 t(1021) = 15.60, p < .001), as were older versus younger adolescents (Pearson χ2 t(1021) = −2.47, p < .01).
Procedures
Study information was provided to all eligible adolescents via a mailed packet to the student’s home and by faculty in schools (for details, please see Jackson, Colby, Barnett, & Abar, 2015). Interested adolescents who had written parental consent to participate in the study were invited to an orientation. After assent was collected participants completed a computerized, 45-minute baseline survey (Time 1) and a semi-annual, web-based surveys for two years (Times 2–5), at three-year follow-up (Time 6), and at quarterly intervals thereafter, from which we coded a four-year follow-up (Time 7). Participants were compensated $25 for completion of the baseline survey and $20 for each completed follow-up survey. Response rates ranged from 78.9% for Time 7 to 92% for Time 2. All study procedures were approved by the University’s Institutional Review Board and a Certificate of Confidentiality was obtained from NIAAA to protect participant confidentiality.
Measures
Demographic information
Participants provided information regarding gender, age, race, and ethnicity. Hispanic ethnicity was assumed when participants responded ‘Yes’ to the question: “Are you Hispanic or Latino?”. Caucasian was assumed when participants responded ‘No’ to that same question, and responded only ‘White’ to the question: “What is your race? (Please select all that apply)” with options: American Indian or Alaskan Native, Asian, Black or African American, Native Hawaiian or Other Pacific Islander, White, or Other.
Alcohol and Marijuana Use Onset
Participants reported on their substance use, including alcohol and marijuana use, at each survey. Participants indicated whether they had ever consumed a full drink of alcohol (onset of full drink), that wasn’t part of a religious occasion. Participants also indicated whether they had ever used marijuana (pot, hash, hash oil, etc.; onset of marijuana use).
Parental-Adolescent Relationships (PAR)
We assessed PAR at baseline using the Network of Relationships Inventory (NRI; Furman & Buhrmester, 1985). Participants were asked to indicate whom they consider to be their mother-figure (biological mother, step-mother (or father’s significant other), other, no mother-figure, adopted) and father-figure (biological father, step-father (or mother’s significant other), other, no father-figure, adopted). Questions on relationship factors were asked separately of the person indicated as the mother-figure and the person indicated as the father-figure. Three questions each assessed support (ex: “How often do you turn to this person for support with personal problems?”), criticism (ex: “How often does this person criticize you?”), companionship (ex: “How much free time do you spend with this person?”), conflict (ex: “How much do you and this person get upset with or mad at each other?”), and antagonism (ex: “How much do you and this person hassle or nag one another?”). Following earlier work (Abar et al., 2015), we collapsed these categories into assessments of social support (mean of support and companionship), and assessments of negative interactions (mean of criticism, conflict, and antagonism) (Furman & Buhrmester, 2009). Internal consistencies of these subscales were high (mother social support: α=85; father social support: α=.86; mother negative interactions: α.91; father negative interactions: α=91).
Analysis Strategy
We used discrete-time survival regression (Singer & Willett, 2003) to investigate whether parental relationships (mother social support, mother negative interactions, father social support, father negative interactions) and ethnicity predicted changes in age at onset of alcohol and marijuana use. Further, we investigated whether the interaction between ethnicity and parental relationships additionally predicted such changes. In these analyses, the proportional hazard of event occurrence, given that the event did not occur at the previous time point, is estimated based on the observed outcomes and predictors. Because there were no appropriate values to substitute missing cases for participants who did not indicate both a mother- and father-figure, cases with only one parent-figure were dropped from analyses at the survival regression stage (excluding 36 participants who did not report on a father-figure and 3 participants who did not report on a mother-figure).1 For survival analyses, the final analytical sample after removing non-naïve participants and NRI incompletes was n=802 for age at onset of full drink (excluding 13 Hispanics and 57 Caucasians), and n=819 for age at onset of marijuana use (excluding 7 Hispanics and 47 Caucasians).
Following recommendations from Singer & Willet (2003), study onset data were re-coded into variables indicating whether onset had occurred at specific ages (coded by half-age, given the semi-annual assessment design), accounting for age differences at baseline. Data are represented such that so-called “time indicators”, dichotomous variables whose values indicated the discrete time points, are used to predict all recorded onset and non-onset events. The probability of onset at a specific time point is then represented by the indicator for that time point, conditional on the values for the predictors, assuming that onset did not occur at a previous time point. For the current study, we selected data from time intervals representing ages 12 to 18 (for full drink), and 11 to 18 (for marijuana use), on the basis that no new onset occurred in time periods outside that range, making modeling those ranges redundant. All analyses were conducted using SPSS 24 (IBM Corp., 2016) and Mplus version 7 (Muthen & Muthen, 2015)
Predictors of age of alcohol and marijuana use onset were entered in two steps. In Step 1, main effects of positive and negative PAR (social support and negative interactions) from both mother and father-figures were entered, along with adolescent gender and ethnicity (with Hispanics as the reference group). In Step 2, interactions were calculated as the product of ethnicity and each PAR score, such that these interactions represented the unique modification of the effect of parental interaction based on being Caucasian.
RESULTS
Table 1 describes sociodemographic characteristics of the sample. Compared with Caucasian participants, Hispanics scored significantly lower on social support from the father-figure (t(876)= −2.56, p = .01), but did not score significantly differently otherwise on age, gender, or parental relations. Table 2 compares the identification of mother- and father-figures among Hispanic and Caucasian members of the sample. Hispanics were significantly less likely than Caucasians to indicate a father-figure (χ2(1, N = 916) = 6.49, p = .02).
Table 1.
Hispanics (n=124) | Caucasians (n=795) | |||||||
---|---|---|---|---|---|---|---|---|
| ||||||||
M or % | SD | Range | M or % | SD | Range | P | ||
Age at T1 | 12.3 | 0.9 | 12.5 | 0.9 | n.s. | |||
|
||||||||
Female (%) | 53 | 51 | n.s. | |||||
|
||||||||
Social Support Mom | 2.98 | 1.06 | [1–4] | 3.05 | 0.94 | [1–4] | n.s. | |
|
||||||||
Social Support Dad | 2.43 | 1.01 | [1–4] | 2.67 | 0.91 | [1–4] | p < .05 | |
|
||||||||
Negative Interactions Mom | 1.72 | 0.80 | [1–4] | 1.65 | 0.71 | [1–4] | n.s. | |
|
||||||||
Negative Interactions Dad | 1.64 | 0.81 | [1–3.67] | 1.57 | 0.68 | [1–4] | n.s. | |
|
||||||||
Onset at T1 | Onset after 4 years | Onset at T1 | Onset after 4 years | |||||
|
||||||||
Full drink of alcohol (n, %) | 13, 10% | 43, 47% | 57, 7% | 290, 46% | ||||
|
||||||||
Marijuana use (n, %) | 7, 4% | 32, 35% | 47, 5% | 192, 30% |
Note. Social Support and Negative Interactions are subscales of the Network of Relationships Inventory. Scores are calculated as the sum of three items on the Compassion and Support (sum: Social Support) and on the Conflict, Antagonism and Criticism (sum: Negative Interactions) subscales for each parent. Each item is scored on a scale of 1 (Little or none) to 5 (The most).
Table 2.
Hispanic (n=124) | Caucasian (n=792) | ||||
---|---|---|---|---|---|
N | % | N | % | ||
Mother-figure | Biological | 108 | 87.1 | 760 | 96.0 |
Step-Mother | 2 | 1.6 | 8 | 1.0 | |
Other | 9 | 7.3 | 16 | 2.0 | |
Adopted | 5 | 4.0 | 5 | 0.6 | |
None | 0 | 0.0 | 3 | 0.4 | |
| |||||
Father-figure | Biological | 84 | 67.7 | 692 | 87.4 |
Step-Father | 16 | 12.9 | 45 | 5.7 | |
Other | 11 | 8.9 | 24 | 3.0 | |
Adopted | 3 | 2.4 | 5 | 0.6 | |
None | 10 | 8.1 | 26 | 3.3 |
Note. Those who indicated no father/mother-figure were excluded from substance use prediction analyses (n=39).
Results of the discrete-time survival analyses are presented in Table 3. In predicting onset of alcohol use, there was an overall effect of gender, such that girls had an earlier age of onset (HR =0.63, p < .001, 95% CI: [0.49 – 0.81]) as compared to boys. Negative interactions with the mother-figure increased risk for alcohol use onset (HR=1.32, p<.01, 95% CI: [1.10, 1.57]). Ethnicity moderated the effect of social support and negative interactions from the father-figure, and social support from the mother-figure. Among Hispanics, compared to Caucasians, greater social support from the father-figure lowered estimated age of full drink onset (Figure 1) – that is, initiation occurred earlier given greater social support from the father figure, but only for Hispanics - as did greater negative interactions with the father-figure (Figure 3). However, compared to Caucasians, greater social support from the mother-figure increased estimated age of full drink onset – that is, delayed initiation – for Hispanics (Figure 2).
Table 3.
Full Drink (n = 802) | Marijuana Use (n= 819) |
||||||||
---|---|---|---|---|---|---|---|---|---|
|
|||||||||
HR | p | 95% CI | HR | p | 95% CI | ||||
Step 1 | Gender (Male) | 0.63 | <.001 | 0.49 | 0.81 | 0.81 | .16 | 0.60 | 1.09 |
Ethnicity (Caucasian) | 0.85 | .39 | 0.59 | 1.23 | 0.68 | .06 | 0.46 | 1.01 | |
Social Support - Mom | 1.01 | .80 | 0.85 | 1.20 | 1.02 | .88 | 0.84 | 1.23 | |
Social Support - Dad | 0.94 | .50 | 0.80 | 1.12 | 0.90 | .30 | 0.73 | 1.10 | |
Negative Interactions - Mom | 1.32 | <.01 | 1.10 | 1.57 | 1.42 | <.001 | 1.16 | 1.72 | |
Negative Interactions - Dad | 1.07 | .48 | 0.88 | 1.32 | 1.08 | .49 | 0.87 | 1.34 | |
ΔLL (6, N = 802) = 16.6, p = .01 | ΔLL (6, N = 819) = 4.3, p = .64 | ||||||||
| |||||||||
Step 2 | Ethnicity * Social Support Mom | 1.66 | >=.05 | 1.00 | 2.77 | 0.93 | .76 | 0.56 | 1.52 |
Ethnicity * Social Support Dad | 0.53 | <.05 | 0.32 | 0.89 | 0.93 | .79 | 0.56 | 1.55 | |
Ethnicity * Negative Interactions Mom | 1.72 | .08 | 0.93 | 3.18 | 1.70 | .10 | 0.90 | 3.22 | |
Ethnicity * Negative Interactions Dad | 0.43 | .01 | 0.22 | 0.85 | 0.50 | .01 | 0.30 | 0.85 | |
ΔLL (4, N = 802) = 13.9, p < .05 | ΔLL (4, N = 819) = 4.0, p < .05 |
Note. Results from discrete-time survival regression predicting age at onset for different substances, among those substance-naïve at baseline. Coefficients for covariates are omitted for clarity. Hispanics form the reference group for interactions.
In predicting onset of marijuana use, there was an overall threshold-level effect of ethnicity, such that Hispanics had an earlier age of onset (HR =0.68, p= .06, 95% CI: [0.46 ∓ 1.01]). Negative interactions with the mother-figure increased risk for marijuana use onset (HR=1.42, p<001, 95%CI: [1.16, 1.72]). Ethnicity moderated the effect of negative interactions with the father-figure, but did not moderate any other PAR variables. Similar to its effect on age of full drink onset, greater negative interactions with the father-figure lowered estimated age of marijuana use among Hispanics, compared to Caucasians (Figure 4).
Discussion
This study examined whether ethnicity moderated the effect of parental relationships on the onset of alcohol and marijuana use. We hypothesized that protective effects of positive parental relationship factors (for both paternal and maternal figures) would be stronger for Hispanics as compared to Caucasians. We also hypothesized that negative effects of parental relationship factors (for both paternal and maternal figures) would be reduced for Hispanics as compared to Caucasians. As expected, results indicate that maternal support resulted in later onset for alcohol, particularly for Hispanics when compared to Caucasians. However, we found that greater paternal support resulted in earlier alcohol onset for Hispanics. Results also suggest greater paternal negative interactions was associated with earlier onset of both alcohol and marijuana use, particularly for Hispanics.
In regards to specific maternal-adolescent interactions, greater social support from the Hispanic mother-figure was especially predictive against first full drink. This finding supports the general PAR literature that highlights the role of positive PAR on later onset (Cleveland et al., 2012; Jones et al., 2005; J. L. Kamon et al., 2006; Koning et al., 2012; Marsiglia, Nagoshi, Parsai, & Castro, 2014; Trucco et al., 2014). For example, Ozer, Flores, Tschann, and Pasch (2013) noted that positive maternal PAR (e.g., acceptance and support) was negatively associated with adolescent alcohol and marijuana use in a Mexican American sample (N=151). This finding also supports the Hispanic female gender role that highlights feminine virtues like support and moral strength for the wellbeing of the family that serve as a protective factor for Hispanic families (Castillo, Perez, Castillo, & Ghosheh, 2010). Future research may explore how this cultural construct is temporally associated with the positive aspects of PAR, their stability over time, and how these relationships in turn impact later adolescent alcohol and marijuana use and subsequent problems.
We found that social support from the Hispanic father-figure was risk-inducing rather than protective. This is inconsistent with the general PAR literature (Friedman, Ali, & McMurphy, 1998; Jordan & Lewis, 2005; Kafka & London, 1991; Stern, Northman, & Van Slyck, 1984; van der Zwaluw et al., 2008; van der Zwaluw et al., 2006), and warrants replication. Because our analyses did not account for the effects of specific cultural values, they do not provide insight into whether Hispanic cultural values play a role in this relationship. There may be circumstances for which the cultural values of Hispanic families have unintended negative consequences. For example, it is possible that a value such as respeto, while contributing positively to bonding between Hispanic fathers and adolescents, may also make it less likely for Hispanic adolescents to argue against alcohol offers from the father. However, this hypothesis is speculative, and more research is needed to both replicate this finding, and to extend it by explicitly including measures of cultural values. Future studies might also examine whether having explicit parental rules against adolescent drinking moderates this effect, such that social support from the father is only risk-inducing if the father/parents use alcohol and also permit their adolescent to use alcohol. Additionally, future studies can measure other parenting dimensions (e.g., alcohol monitoring, communicating consequences of alcohol use) as potential explanations.
The majority of our findings, however, support the overall PAR literature in that negative interactions, like parental conflict, increased earlier marijuana onset use among adolescents (Marsiglia, Kulis, Parsai, Villar, Garcia, 2009; Pasch, Deardorff, Tschann, Flores, Penilla, 2006). These results however were contrary to our hypothesis given that the effect had a greater impact on marijuana use onset among Hispanic adolescents than among Caucasian adolescents. Future research can investigate why the direction of the effect is observed as opposite to the maternal figure (albeit the latter is non-significant) and if cultural values or specific parenting styles plays a role in this opposite direction. However, although previous studies have explored the role of the father-figure (e.g., the absence of a father-figure, parental communication) on adolescent substance use (Friedman et al., 1998; Jordan & Lewis, 2005; Kafka & London, 1991; Stern et al., 1984), to our knowledge, this is one of the few studies that has directly compared the influence of positive and negative paternal PAR on Hispanic and Caucasian families and its impact on adolescent onset of use.
Strengths and Limitations
Our study of PAR among Caucasians and Hispanics had multiple strengths. One, we used a relatively large sample size. Two, the sample was prospectively assessed over a four-year period, allowing us to distinguish not just whether onset occurred, but whether timing of onset differed based on our predictors. Three, our outcomes covered two substances of central importance to adolescent substance use: alcohol and marijuana. However, our study also had limitations. Because our goal was to predict age of onset in substance-naïve adolescents, we had to exclude participants (10% of Hispanics and 7% of Caucasians for baseline alcohol use, 4% of Hispanics and 5% of Caucasians for baseline marijuana use) who were not substance-naïve at the time of recruitment. Therefore, the current analyses preclude prediction of the earliest, and potentially riskiest onset of substance use. Additionally, our prediction of age at onset only applied to adolescents who reported on two parents on the NRI.
Conclusion
It is crucial to continue to investigate ethnic and cultural factors that impact parenting and Hispanic family dynamics, with regard to adolescent alcohol and marijuana use. Additionally, this study highlights that Hispanic family dynamics are impacted by the father- and mother-figure. Therefore, incorporating parenting factors in substance use preventive programs contributes to targeting a public health concern in a culturally sensitive manner that is relevant to at-risk Hispanic adolescents.
Highlights.
PAR had a larger influence on age of AOD onset for Hispanics than Caucasians.
Support and negative interactions with Hispanics fathers predicted earlier alcohol onset.
Social support from Hispanic mothers predicted later alcohol onset.
Negative interactions with Hispanic fathers predicted earlier marijuana onset.
PAR on AOD onset may be larger for Hispanics than for Caucasians.
Acknowledgments
Role of Funding Sources
Funding for this study was provided by NIAA Grants R01 AA016838 (PI: Kristina M. Jackson). NIAAA had no role in the study design, collection, analysis or interpretation of the data, writing the manuscript, or the decision to submit the paper for publication.
Footnotes
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
Compared to those who reported on two parents, those who reported on a single parent were less likely to experience early marijuana onset (No father-figure: HR = 0.12, p < .001, 95% CI: [0.06 – 0.23]; no mother-figure: HR = 0.10, p = .03, 95% CI: [0.01 – 0.78]). There were no differences in age of full drink onset between those who reported on a single parent and those who reported on two parents (no father-figure HR = 1.03, p = 91, 95% CI: [0.59 – 1.81]; no mother-figure: HR = 0.50, p = 50, 95% CI: [0.07 – 3.75]).
AUTHOR DISCLOSURE
Contributors
Dr. Jackson with collaborations with Dr. Colby designed the study and wrote the protocol. Dr. Moreno conducted literature searches and provided summaries of previous research studies and led the writing. Dr. Janssen and Cox conducted the statistical analysis. Dr. Moreno wrote the first draft of the manuscript and all authors contributed to and have approved the final manuscript.
Conflict of Interest
All authors declare that they have no conflicts of interest.
References
- Bukstein OG. Conduct disorder and delinquency and substance use disorders. In: Kaminer Y, Kaminer Y, editors. Youth substance abuse and co-occurring disorders. Arlington, VA, US: American Psychiatric Publishing, Inc; 2016. pp. 81–102. [Google Scholar]
- Burrow-Sánchez JJ, Minami T, Hops H. Cultural accommodation of group substance abuse treatment for Latino adolescents: Results of an RCT. Cultural Diversity and Ethnic Minorit y Psychology. 2015;21(4):571–583. doi: 10.1037/cdp0000023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Carliner H, Keyes KM, McLaughlin KA, Meyers JL, Dunn EC, Martins SS. Childhood trauma and illicit drug use in adolescence: A population-based national comorbidity survey replication-adolescent supplement study. Journal of the American Academy of Child & Adolescent Psychiatry. 2016;55(8):701–708. doi: 10.1016/j.jaac.2016.05.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Castillo LG, Perez FV, Castillo R, Ghosheh MR. Construction and initial validation of the Marianismo Beliefs Scale. Counselling Psychology Quarterly. 2010;23(2):163–175. doi: 10.1080/09515071003776036. [DOI] [Google Scholar]
- Cleveland MJ, Feinberg ME, Osgood DW, Moody J. Do peers' parents matter? A new link between positive parenting and adolescent substance use. Journal of Studies on Alcohol and Drugs. 2012;73(3):423–433. doi: 10.15288/jsad.2012.73.423. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Coatsworth JD, Pantin H, Szapocznik J. Familias Unidas: A family-centered ecodevelopmental intervention to reduce risk for problem behavior among Hispanic adolescents. Clinical Child and Family Psychology Review. 2002;5(2):113–132. doi: 10.1023/A:1015420503275. [DOI] [PubMed] [Google Scholar]
- Cox D. Regression models and life-tables. Journal of the Royal Statistical Society Series B (methodological. 1973;34(2):187–220. [Google Scholar]
- DeRosier ME, Kupersmidt JB. Costa Rican children's perceptions of their social networks. Dev elopmental Psychology. 1991;27(4):656–662. doi: 10.1037/0012-1649.27.4.656. [DOI] [Google Scholar]
- Estrada Y, Rosen A, Huang S, Tapia M, Sutton M, Willis L, Quevedo A, Condo C, Vidot DC, Pantin H, Prado G. Efficacy of a Brief Intervention to Reduce Substance Use and Human Immunodeficiency Virus Infection Risk Among Latino Youth. Journal of Adolescent Health. 2015 doi: 10.1016/j.jadohealth.2015.07.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fidalgo TM, Sanchez ZM, Caetano SC, Maia LO, Carlini EA, Martins SS. The association of psychiatric symptomatology with patterns of alcohol, tobacco, and marijuana use among Brazilian high school students. The American Journal on Addictions. 2016;25(5):416–425. doi: 10.1111/ajad.12407. [DOI] [PubMed] [Google Scholar]
- Fishman M. Relationship between substance use disorders and psychiatric comorbidity: Implications for integrated health services. In: Kaminer Y, Kaminer Y, editors. Youth substance abuse and co-occurring disorders. Arlington, VA, US: American Psychiatric Publishing, Inc; 2016. pp. 21–47. [Google Scholar]
- Friedman AS, Ali A, McMurphy S. Father absence as a risk factor for substance use and illegal behavior by the adolescent sons. Journal of Child & Adolescent Substance Abuse. 1998;8(2):79–95. doi: 10.1300/J029v08n02_04. [DOI] [Google Scholar]
- Furman W, Buhrmester D. Network of Relationships Questionnaire Manual. University of Denver; Colorado: 2009. Unpublished manual. [Google Scholar]
- Furman W, Buhrmester D. Children’s perceptions of the personal relationships in their social networks. Developmental Psychology. 1985;21(6):1016–1024. doi: 10.1037/0012-1649.21.6.1016. [DOI] [Google Scholar]
- Greenfield SF, Brooks AJ, Gordon SM, Green CA, Kropp F, McHugh RK, Miele GM. Substance abuse treatment entry, retention, and outcome in women: A review of the literature. Drug and Alcohol Dependence. 2007;86(1):1–21. doi: 10.1016/j.drugalcdep.2006.05.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hoffmann JP, Bahr SJ. Parenting style, religiosity, peer alcohol use, and adolescent heavy drinking. Journal of Studies on Alcohol and Drugs. 2014;75(2):222–227. doi: 10.15288/jsad.2014.75.222. [DOI] [PubMed] [Google Scholar]
- Hser Y-I, Grella CE, Hubbard RL, Hsieh S-C, Fletcher BW, Brown BS, Anglin MD. An evaluation of drug treatments for adolescents in 4 US cities. Archives of General Psychiatry. 2001;58(7):689–695. doi: 10.1001/archpsyc.58.7.689. [DOI] [PubMed] [Google Scholar]
- IBM Corp. Released. IBM SPSS Statistics for Windows, Version 24.0. Armonk, NY: IBM Corp; 2016. [Google Scholar]
- Jackson KM, Barnett NP, Colby SM, Rogers ML. The prospective association between sipping alcohol by the sixth grade and later substance use. Journal Of Studies On Alcohol And Drugs. 2015;76(2):212–221. doi: 10.15288/jsad.2015.76.212. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Johnston LD, O’Malley PM, Bachman JG, Schulenberg JE. More good news on teen smoking: Rates at or near record lows 2008 [Google Scholar]
- Johnston LD, O’Malley PM, Miech RA, Bachman JG, Schulenberg JE. Monitoring the Future national survey results on drug use, 1975–2015: Overview, key findings on adolescent drug use. Institute for Social Research, The University of Michigan; Ann Arbor, MI: 2016. [Google Scholar]
- Jones DJ, Olson AL, Forehand R, Gaffney CA, Zens MS, Bau JJ. A Family-Focused Randomized Controlled Trial to Prevent Adolescent Alcohol and Tobacco Use: The Moderating Roles of Positive Parenting and Adolescent Gender. Behavior Therapy. 2005;36(4):347–355. doi: 10.1016/S0005-7894(05)80116-9. [DOI] [Google Scholar]
- Jordan LC, Lewis ML. Paternal Relationship Quality as a Protective Factor: Preventing Alcohol Use Among African American Adolescents. Journal of Black Psychology. 2005;31(2):152–171. doi: 10.1177/0095798405274881. [DOI] [Google Scholar]
- Kafka RR, London P. Communication in relationships and adolescent substance use: The influence of parents and friends. Adolescence. 1991;26(103):587–598. [PubMed] [Google Scholar]
- Kaminer Y. Youth substance abuse and co-occurring disorders. Arlington, VA, US: American Psychiatric Publishing, Inc; 2016. [Google Scholar]
- Kamon J, Budney A, Stanger C. A Contingency Management Intervention for Adolescent Marijuana Abuse and Conduct Problems. Journal of the American Academy of Child & Adolescent Psychiatry. 2005;44(6):513–521. doi: 10.1097/01.chi.0000159949.82759.64. [DOI] [PubMed] [Google Scholar]
- Kamon JL, Stanger C, Budney AJ, Dumenci L. Relations between parent and adolescent problems among adolescents presenting for family-based marijuana abuse treatment. Drug and Alcohol Dependence. 2006;85(3):244–254. doi: 10.1016/j.drugalcdep.2006.05.015. [DOI] [PubMed] [Google Scholar]
- Koning IM, van den Eijnden RJJM, Verdurmen JEE, Engels RCME, Vollebergh WAM. Developmental alcohol-specific parenting profiles in adolescence and their relationships with adolescents’ alcohol use. Journal of Youth and Adolescence. 2012;41(11):1502–1511. doi: 10.1007/s10964-012-9772-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Laursen B, Mooney KS. Relationship network quality: Adolescent adjustment and perceptions of relationships with parents and friends. American Journal of Orthopsychiatry. 2008;78(1):47–53. doi: 10.1037/0002-9432.78.1.47. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marsiglia FF, Nagoshi JL, Parsai M, Booth JM, Castro FG. The parent- child acculturation gap, parental monitoring, and substance use in Mexican heritage adolescents in Mexican neighborhoods of the Southwest U.S. Journal of Community Psychology. 2014;42(5):530–543. doi: 10.1002/jcop.21635. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marsiglia FF, Nagoshi JL, Parsai M, Castro FG. The effects of parental acculturation and parenting practices on the substance use of Mexican-heritage adolescents from Southwestern Mexican neighborhoods. Journal of Ethnicity in Substance Abuse. 2014;13(3):288–311. doi: 10.1080/15332640.2014.905215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miech RA, Johnston L, O’Malley PM, Bachman JG, Schulenberg J, Patrick ME. Trends in use of marijuana and attitudes toward marijuana among youth before and after decriminalization: The case of California 2007–2013. International Journal of Drug Policy. 2015;26(4):336–344. doi: 10.1016/j.drugpo.2015.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Muthén LK, Muthén BO. Mplus User’s Guide. Seventh. Los Angeles, CA: Muthén & Muthén; 2015. [Google Scholar]
- Ozer EJ, Flores E, Tschann JM, Pasch LA. Parenting Style, Depressive Symptoms, and Substance Use in Mexican American Adolescents Youth nnd Society. 2013;45(3):365–388. [Google Scholar]
- Prado G, Cordova D, Huang S, Estrada Y, Rosen A, Bacio GA, McCollister K. The efficacy of Familias Unidas on drug and alcohol outcomes for Hispanic delinquent youth: Main effects and interaction effects by parental stress and social support. Drug and Alcohol Dependence. 2012;125(Suppl 1):S18–S25. doi: 10.1016/j.drugalcdep.2012.06.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Robinson ZD, Riggs PD. Cooccurring psychiatric and substance use disorders. Child and adolescent psychiatric clinics of North America. 2016;25(4):713–722. doi: 10.1016/j.chc.2016.05.005. [DOI] [PubMed] [Google Scholar]
- Saloner B, Carson N, Cook BL. Explaining racial/ethnic differences in adolescent substance abuse treatment completion in the United States: A decomposition analysis. Journal of Adolescent Health. 2014;54(6):646–653. doi: 10.1016/j.jadohealth.2014.01.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schwarz B, Mayer B, Trommsdorff G, Ben-Arieh A, Friedlmeier M, Lubiewska K, Peltzer K. Does the importance of parent and peer relationships for adolescents’ life satisfaction vary across cultures? The Journal Of Early Adolescence. 2012;32(1):55–80. doi: 10.1177/0272431611419508. [DOI] [Google Scholar]
- Schwarz B, Trommsdorff G, Albert I, Mayer B. Adult Parent-Child Relationships: Relationship Quality, Support, and Reciprocity. Applied Psychology: An International Rev iew. 2005;54(3):396–417. doi: 10.1111/j.1464-0597.2005.00217.x. [DOI] [Google Scholar]
- Simons-Morton B. Social influences on adolescent substance use. American Journal of Health Behavior. 2007;31(6):672–684. doi: 10.5993/AJHB.31.6.13. [DOI] [PubMed] [Google Scholar]
- Singer JD, Willett JB. Applied longitudinal data analysis: Modeling change and event occurrence. Oxford university press; 2003. [Google Scholar]
- Stanger C, Budney AJ, Kamon JL, Thostensen J. A randomized trial of contingency management for adolescent marijuana abuse and dependence. Drug and Alcohol Dependence. 2009;105(3):240–247. doi: 10.1016/j.drugalcdep.2009.07.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stern M, Northman JE, Van Slyck MR. Father absence and adolescent 'problem behaviors': Alcohol consumption, drug use and sexual activity. Adolescence. 1984;19(74):301–312. [PubMed] [Google Scholar]
- Stone AL, Vander Stoep A, McCauley E. Early onset substance use in adolescents with depressive, conduct, and comorbid symptoms. The Journal of Early Adolescence. 2016;36(6):729–753. doi: 10.1177/0272431615586463. [DOI] [Google Scholar]
- Szapocznik J, Hervis O, Rio AT, Mitrani VB, Kurtines W, Faraci AM. Assessing change in family functioning as a result of treatment: The Structural Family Systems Rating scale (SFSR) Journal of Marital and Family Therapy. 1991;17(3):295–310. doi: 10.1111/j.1752-0606.1991.tb00897.x. [DOI] [Google Scholar]
- Szapocznik J, Perez-Vidal A, Brickman AL, Foote FH, Santisteban D, Hervis O, Kurtines WM. Engaging adolescent drug abusers and their families in treatment: A strategic structural systems approach. Journal of Consulting and Clinical Psychology. 1988;56(4):552–557. doi: 10.1037/0022-006X.56.4.552. [DOI] [PubMed] [Google Scholar]
- Tarter RE, Horner MS. Developmental pathways to substance use disorder and co-occurring psychiatric disorders in adolescents. In: Kaminer Y, Kaminer Y, editors. Youth substance abuse and co-occurring disorders. Arlington, VA, US: American Psychiatric Publishing, Inc; 2016. pp. 1–20. [Google Scholar]
- Trucco EM, Colder CR, Wieczorek WF, Lengua LJ, Hawk LW., Jr Early adolescent alcohol use in context: How neighborhoods, parents, and peers impact youth. Development and Psychopathology. 2014;26(2):425–436. doi: 10.1017/S0954579414000042. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Watson JA, Greene MC, Kelly JF. Outpatient alcohol and drug treatment for adolescents with co-occurring conduct disorder. Alcoholism Treatment Quarterly. 2014;32(4):393–415. doi: 10.1080/07347324.2014.949119. [DOI] [Google Scholar]
- Windle M, Davies PT. Depression and heavy alcohol use among adolescents: Concurrent and prospective relations. Development and Psychopathology. 1999;11(4):823–844. doi: 10.1017/S0954579499002345. [DOI] [PubMed] [Google Scholar]