participants included 613 youth ( 52% female ) enrolled in grades 6 ( 35% ) , 7 ( 29% ) and 8 ( 36% ) at study outset .
the ethnic composition of the sample included 86% white / caucasian , 4% asian - american , 2% latino / a - american , 1% african - american , and 6% mixed ethnicity students .
participants were enrolled in a single public middle school within a city of fairly homogeneous middle - class socioeconomic status . according to school records ,
11% of children were eligible for free / reduced - price lunch . at time 1 , all sixth through eighth grade students and their families received mailed and hand - distributed consent forms for study recruitment with strong encouragement and incentives ( e.g. , raffles ) for consent form return .
consent forms were returned by 92% of families ( n  =  784 ) ; of these , 80% of parents gave consent for their child s participation ( n  =  627 ; 74% of the total population ) .
students who were absent on one of the days of testing ( n  =  10 ) or refused to participate ( n  =  4 ) , were excluded from analyses , yielding a final sample of 613 participants at time 1 . a total of 567 ( 92% ) of these participants were available for testing eleven months later ( i.e. , time 2 ) , when students were in grades seven through nine .
attrition was due to participants moving away from the area ( n  =  36 ) , absenteeism ( n  =  7 ) , and three participants who refused to continue participation . no significant differences were revealed for any of the constructs measured in this study between adolescents who participated at both time points and those who only participated at one time point . because listwise deletion would unnecessarily omit valuable data , all analyses were conducted with all available data ( see  data analyses  below ) .
analyses using only available data revealed an identical pattern of results . at time 1 , measures of pubertal timing , depressive symptoms , and reputation - based peer status ( i.e. , popularity ) were administered .
( i.e. , time 2 ) , participants completed a second measure of depressive symptoms .
1988 ) includes five items for boys ( e.g. , growth spurt , body hair , skin change , voice change , facial hair ) and girls ( e.g. , growth spurt , body hair , skin change , breast growth , menarche ) measuring gender - specific physical changes associated with maturation .
adolescents respond to each item using a four point likert scale ( 1 = not started ; 4 = seems completed ) .
as in past research ( mcbride et al . 2003 ) , responses for girls menarche were coded ( 1 = no ; 4 = yes ) to create a scale comparable to other items and a mean score across all five items was computed for both girls ,   =  0.75 , and boys ,   =  0.79 , with higher scores indicating more advanced pubertal development .
pubertal development scores were standardized within grade , within gender to obtain a measure of pubertal timing .
popularity a sociometric peer nomination questionnaire was used to measure the peer status of participants .
each team was about twice the size of a traditional academic classroom ( ns  =  3075 ) . an alphabetized list of all teammates was presented to each participant and they were asked to select an unlimited number of peers that were  most popular  and peers that were  least popular  .
the order of the names on this list was counterbalanced ( a through z or z through a ) to control for possible effects of order on the selection of peers . for each participant
scores then was computed and re - standardized as a measure of social reputation , with higher scores indicating higher levels of popularity .
peer nominations are considered the most reliable and valid method to measure various dimensions of peer status and reputations in adolescence ( jiang and cillessen 2005 ) .
depressive symptoms the children s depression inventory ( cdi ; kovacs 1981 , 1985 ) is a 27-item measure designed to assess depressive affect and symptoms . for each item ,
the participant is provided with three alternative statements and instructed to select the one that best describes their symptoms over the past 2  weeks ( e.g. , 
i am sad many times ,  and  i am sad all the time  ) .
responses are coded on a scale of 02 , with higher scores indicating heightened depressive symptoms .
the cdi is well - established as a reliable and valid assessment of depressive symptoms in children between the ages of 7 and 18  years ( smucker et al .
descriptive statistics first were conducted to examine the gender differences in the primary study variables , as well as intercorrelations .
hypotheses were examined with a multiple group ( by gender ) structural equation model using full information maximum likelihood as implemented in amos version 16.0 .
means and intercepts were estimated using full information direct maximum likelihood when data were missing .
depressive symptoms at time 1 and time 2 were estimated as latent variables by creating three item parcels of the cdi .
each parcel is the summed score on a subset of 9 items . to create parcels
we examined the unidimensionality of the cdi using confirmatory factor analysis ( cfa).2 from these results we may infer that the latent variable 
for the construction of the three parcels we used the item - to - construct balance method as described in little et al .
( 2002 ) . a 1-factor solution at time 1 was used to allocate items to one of the three parcels according to the magnitude of the factor loadings . in this way each parcel reflected the original factor structure with higher and lower factor loadings .
the alpha s of the parcels at t1 were 0.75 , 0.76 and 0.75 , and at t2 0.77 , 0.75 , 0.68 . in the model error terms of identical parcels over time
were correlated ( finkel 1995).3 a multiple group ( by gender ) structural equation model was estimated to examine the primary hypotheses regarding a three - way interaction between pubertal timing , popularity , and gender .
the model included an estimated autocorrelation between latent variables for depressive symptoms at time 1 to time 2 .
paths were estimated between both exogenous predictors ( i.e. , pubertal timing , popularity ) and time 2 depressive symptoms , as well as between a product term between these two variables ( pubertal timing x popularity ) predicting time 2 depressive symptoms . to examine hypotheses in a stringent manner ,
two additional variables were entered as predictors : age , and a product term between age and popularity .
the error terms for the depressive symptoms parcels at time 1 were allowed to correlate with the error terms for the corresponding depressive symptoms parcels at time 2 .
gender interactions were examined by comparing models with paths either fixed or free to vary between groups , and the significance of chi - squared difference tests between nested models was used to examine statistically significant gender differences in the magnitude of estimated paths . unless otherwise noted , all parameter estimates were allowed to vary freely by gender ( see fig .  1 ) . 

1structural equation model examining popularity as a moderator of the longitudinal association between pubertal timing and depressive symptoms , while controlling for age effects structural equation model examining popularity as a moderator of the longitudinal association between pubertal timing and depressive symptoms , while controlling for age effects
1988 ) includes five items for boys ( e.g. , growth spurt , body hair , skin change , voice change , facial hair ) and girls ( e.g. , growth spurt , body hair , skin change , breast growth , menarche ) measuring gender - specific physical changes associated with maturation .
adolescents respond to each item using a four point likert scale ( 1 = not started ; 4 = seems completed ) . as in past research ( mcbride et al .
2003 ) , responses for girls menarche were coded ( 1 = no ; 4 = yes ) to create a scale comparable to other items and a mean score across all five items was computed for both girls ,   =  0.75 , and boys ,   =  0.79 , with higher scores indicating more advanced pubertal development .
pubertal development scores were standardized within grade , within gender to obtain a measure of pubertal timing .
popularity a sociometric peer nomination questionnaire was used to measure the peer status of participants .
each team was about twice the size of a traditional academic classroom ( ns  =  3075 ) .
an alphabetized list of all teammates was presented to each participant and they were asked to select an unlimited number of peers that were  most popular  and peers that were  least popular  .
the order of the names on this list was counterbalanced ( a through z or z through a ) to control for possible effects of order on the selection of peers . for each participant
scores then was computed and re - standardized as a measure of social reputation , with higher scores indicating higher levels of popularity .
peer nominations are considered the most reliable and valid method to measure various dimensions of peer status and reputations in adolescence ( jiang and cillessen 2005 ) .
depressive symptoms the children s depression inventory ( cdi ; kovacs 1981 , 1985 ) is a 27-item measure designed to assess depressive affect and symptoms . for each item ,
the participant is provided with three alternative statements and instructed to select the one that best describes their symptoms over the past 2  weeks ( e.g. , 
i am sad many times ,  and  i am sad all the time  ) .
responses are coded on a scale of 02 , with higher scores indicating heightened depressive symptoms .
the cdi is well - established as a reliable and valid assessment of depressive symptoms in children between the ages of 7 and 18  years ( smucker et al .
descriptive statistics first were conducted to examine the gender differences in the primary study variables , as well as intercorrelations .
hypotheses were examined with a multiple group ( by gender ) structural equation model using full information maximum likelihood as implemented in amos version 16.0 .
means and intercepts were estimated using full information direct maximum likelihood when data were missing .
depressive symptoms at time 1 and time 2 were estimated as latent variables by creating three item parcels of the cdi .
each parcel is the summed score on a subset of 9 items . to create parcels
we examined the unidimensionality of the cdi using confirmatory factor analysis ( cfa).2 from these results we may infer that the latent variable 
for the construction of the three parcels we used the item - to - construct balance method as described in little et al .
a 1-factor solution at time 1 was used to allocate items to one of the three parcels according to the magnitude of the factor loadings . in this way each parcel reflected the original factor structure with higher and lower factor loadings .
the alpha s of the parcels at t1 were 0.75 , 0.76 and 0.75 , and at t2 0.77 , 0.75 , 0.68 . in the model error terms of identical parcels over time
were correlated ( finkel 1995).3 a multiple group ( by gender ) structural equation model was estimated to examine the primary hypotheses regarding a three - way interaction between pubertal timing , popularity , and gender .
the model included an estimated autocorrelation between latent variables for depressive symptoms at time 1 to time 2 .
paths were estimated between both exogenous predictors ( i.e. , pubertal timing , popularity ) and time 2 depressive symptoms , as well as between a product term between these two variables ( pubertal timing x popularity ) predicting time 2 depressive symptoms . to examine hypotheses in a stringent manner ,
two additional variables were entered as predictors : age , and a product term between age and popularity .
the error terms for the depressive symptoms parcels at time 1 were allowed to correlate with the error terms for the corresponding depressive symptoms parcels at time 2 .
gender interactions were examined by comparing models with paths either fixed or free to vary between groups , and the significance of chi - squared difference tests between nested models was used to examine statistically significant gender differences in the magnitude of estimated paths . unless otherwise noted , all parameter estimates were allowed to vary freely by gender ( see fig .  1 ) . 

1structural equation model examining popularity as a moderator of the longitudinal association between pubertal timing and depressive symptoms , while controlling for age effects structural equation model examining popularity as a moderator of the longitudinal association between pubertal timing and depressive symptoms , while controlling for age effects
means and standard deviations for all variables included in this study are presented in table  1 . as would be anticipated , t - tests indicated that girls reported higher levels of depression at time 2 than boys .
pubertal timing was positively related to depressive symptoms at time 1 and time 2 ( for girls only ) .
low levels of popularity were associated with high levels of depressive symptoms at time 1 ( for boys and girls ) and time 2 ( for girls only ) . 

table  1means ( and standard deviations ) for primary variables at time 1 and time 2boysgirlst ( 613)time 1  depressive symptoms0.27 ( 0.24)0.30 ( 0.27)1.13  pubertal development ( unstandardized)2.30 ( 0.63)2.77 ( 0.73)8.91 * *  popularity0.03 ( 1.03)0.09 ( 0.93)1.46  age ( in months)151.57 ( 11.64)150.78 ( 10.84)0.88time 2  depressive symptoms0.21 ( 0.20)0.25 ( 0.25)2.02**p  <  0.05 ; * * p  <  0.0001table  2bivariate associations among primary variablestime 1time 2depressive symptomspubertal timingpopularityagedepressive symptomstime 1  depressive symptoms0.020.19**0.070.60 * * *  pubertal timing0.12 * 0.090.13 * 0.02  popularity0.20**0.030.080.10  age0.000.100.040.14*time 2  depressive symptoms0.75***0.16**0.19**0.05*correlations for males appear above the diagonal ; correlations for females appear below the diagonal.*p  <  0.05 ; * * p  <  0.01 ; * * * p  <  0.001 means ( and standard deviations ) for primary variables at time 1 and time 2 * p  <  0.05 ; * * p  <  0.0001 bivariate associations among primary variables correlations for males appear above the diagonal ; correlations for females appear below the diagonal . *
p  <  0.05 ; * * p  <  0.01 ; * * * p  <  0.001 results suggested that an initial model with all paths , factor weights , covariances , and error terms freely varying across gender was a satisfactory fit to the data ,  ( 104 )  =  85.99 , p  <  0.001 ;  /df 
=  1.72 ; cfi  =  0.99 ; rmsea  =  0.03 .
paths , covariances , and error terms systematically were constrained across gender to examine improvement in model fit . for all but five estimated parameters
two of these parameters represented gender differences in covariances : ( 1 ) covariance between the two product terms in model : 0.61 for girls , ns ; 3.64 for boys , p  <  0.001 ;   =  13.82 , p  <  0.001 ; ( 2 ) covariance between pubertal timing and depressive symptoms : 0.35 for girls , p  <  0.01 ; 0.10 for boys , ns ;   =  7.46 , p  <  .01 ) .
two parameters represented differences in factor weights ( 1 ) parcel 2 at time 2 : 1.03 for girls , p  <  0.001 ; 1.27 for boys , p  <  0.001 ;   =  5.23 , p  <  0.05 ; ( 2 ) parcel 3 at time 2 : 0.95 for girls , p  <  0.001 ; 1.36 for boys , p  <  0.001 ;   =  14.04 , p  <  0.001 .
last , the autocorrelation of depressive symptoms over time was moderated by gender : 0.82 for girls , p  < 
0.001 ; 0.51 for boys , p  <  0.001 ;   =  15.11 , p  <  0.001 .
the autocorrelation path between depressive symptoms at both time points was statistically significant for boys and girls .
after accounting for this association , no significant interaction between age and popularity was revealed in the prediction of depressive symptoms either for boys or girls .
the results suggested that the interaction term ( pubertal timing x popularity ) was associated significantly with time 2 depressive symptoms ( see table  3 ) .
however , contrary to hypotheses , a chi - square difference test suggested no significant detriment to model fit when constraining this path across gender as compared to when allowing this path to vary freely ,  ( 1 )  =  2.44 , p  =  0.12 , suggesting that gender did not further moderate the pubertal timing x popularity interaction .
the final model was a good fit to the data ,  ( 72 )  =  104.79 , p  <  0.01 ;  /df 
=  1.46 ; cfi  =  0.99 ; rmsea  =  0.03 ( 90% ci 0.01 to 0.04 ) 
 table  3unstandardized path coefficients , standard errors , and standardized path coefficients for structural equation model examining longitudinal associations between pubertal timing , popularity , age , and depressive symptoms at time 1 with depressive symptoms at time 2 , for boys and girlsunstandardized(se)standardizedtime 1depressive symptomspubertal timing0.03(0.06)0.01popularity0.01(0.06)0.00age0.01(0.01)0.07*age  popularity0.01(0.01)0.03pubertal timing  popularity0.29(0.11)0.11*this path weight was moderated by gender , girls : unstandardized  =  0.82 ( 0.05 ) , standardized  =  0.81 * * ; boys : unstandardized  =  0.51 ( 0.05 ) , standardized  =  0.67***p  <  0.01 ; * * p  <  0.001 unstandardized path coefficients , standard errors , and standardized path coefficients for structural equation model examining longitudinal associations between pubertal timing , popularity , age , and depressive symptoms at time 1 with depressive symptoms at time 2 , for boys and girls this path weight was moderated by gender , girls : unstandardized  =  0.82 ( 0.05 ) , standardized  =  0.81 * * ; boys : unstandardized  =  0.51 ( 0.05 ) , standardized  =  0.67 * * * p  <  0.01 ; * * p  <  0.001 to examine the interaction between pubertal timing and popularity , a reduced model next was estimated including only prior levels of depressive symptoms , the main effects of hypothesized predictors , and interaction term ( i.e. , removing age and the interaction between age and popularity as predictors to ensure that findings were not due to suppression effects ; holmbeck 2002 ) .
this reduced model was a good fit to the data ,  ( 46 )  =  81.72 , p  <  0.01 ;  /df  =  1.78 ; cfi  =  0.98 ; rmsea  =  0.03 .
the interaction between pubertal timing and popularity as a longitudinal predictor of depressive symptoms remained significant , b  =  0.14 , p  <  0.05 .
results of simple slope analyses were conducted for adolescents scoring low ( 1 sd ) , average , or high ( + 1 sd ) in popularity . for adolescents with low levels of popularity , advanced pubertal timing compared to peers ( i.e. , early pubertal timing )
was associated with high levels of depressive symptoms at time 2 , slope  =  0.18 , t  =  2.11 , p  <  0.05 . for adolescents average or high in popularity ,
the association between pubertal timing was not associated significantly with time 2 depressive symptoms , slopes  =  0.04 and 0.09 , ts  =  0.81 and 1.14 , ns , respectively .
this study examined popularity as a potential moderator of the relationship between early pubertal timing and the development of depressive symptoms over a one year interval . it was expected that this effect would be revealed only for girls .
results revealed a significant moderating effect of popularity , however , surprisingly , significant effects were revealed both for boys and girls .
specifically , the positive relationship between early pubertal timing and increases in depressive symptoms was revealed for adolescents with a low social reputation , but not among adolescents with a high social reputation .
these results suggest that a high social reputation may protect early maturing adolescents from the development of depressive symptoms over time , while a low social reputation may be a risk factor for the development of depressive symptoms .
the findings supported an integrated biological - interpersonal model in examining the development of depressive symptoms during adolescence .
the interaction between pubertal timing and social reputation in predicting the change in depressive symptoms may explain why studies that have focused solely on the association between early pubertal timing and depressive symptoms , or on the relationship between social reputation and depressive symptoms , have yielded mixed results ( e.g. canals et al .
2003 ; la greca and harrison 2005 ; prinstein and la greca 2002 ; stroud and davila 2008 ) .
the additional consideration of peer status as a moderator is consistent with biopsychosocial models , which remind us to consider transactions that occur between social , biological and psychological systems in understanding the development of psychopathology .
it appears that the inclusion of peer status as a moderator provides a more complete picture of the relationship between early pubertal development and the development of depressive symptoms over time .
the finding that interpersonal factors interact with pubertal timing in predicting depressive symptoms is consistent with a study by conley and rudolph ( 2009 ) , which revealed that early pubertal timing was related to depressive symptoms in adolescents who experienced high levels of peer stress , but not in adolescents who experienced low levels of peer stress .
examples of peer stress included fights with peers or being teased by peers , social exclusion , and low support or poor quality of friendships .
the authors suggested that early pubertal timing is a diathesis for depressive symptoms that is activated when it occurs in a stressful peer context .
this model offers one possible interpretation of the current study s findings : popularity may reduce the incidence of certain interpersonal stressors associated with early maturation ( i.e. , reduce the likelihood of peer victimization ) , and thus may serve as a protective factor against the development of depressive symptoms .
further studies assessing the incidence of peer victimization and other social stressors among popular versus unpopular early developing adolescents could determine whether popularity does , in fact , buffer against depression by decreasing the incidence of social stressors .
such a finding would provide evidence that the moderational effect of peer status may be a proxy for increased exposure to social stressors , which interact with the biological ( i.e. , hormonal ) and social - cognitive ( i.e. , self - appraisal ) vulnerabilities posed by early development to predict the onset of depressive symptoms .
notably , however , conley and rudolph s ( 2009 ) results were significant for girls , and not for boys .
although the data in this study trended in a similar direction , the role of gender in further moderating hypothesized effects did not reach significance .
in addition , absent substantial data confirming the measurement and scalar invariance of the cdi across gender , it is difficult to make strong interpretations regarding gender effects conclusively ( see carle et al .
. it may be that among males , early pubertal timing combined with low peer popularity also presents risks for depressive symptoms over time .
it is likely that early pubertal timing may become a source of ridicule or ostracism among boys who already are unpopular , but perhaps a source of status and esteem among boys who enjoy high levels of popularity .
the finding that the relationship between early pubertal timing and depressive symptoms is moderated by popularity is a step forward in understanding both the inconsistent findings of past research in this domain , and the uniqueness of the adolescent period in the development of depression .
furthermore , the use of a longitudinal , prospective design allowed for examination of the temporal relationship between these variables . despite these strengths , several limitations of the current study highlight the somewhat tentative nature of these results .
first , results of conley and rudolph s ( 2009 ) study discussed above serve as a reminder that the construct of peer status may serve as a proxy for level of social stress or other related variables .
indeed , several interpersonal variables ( e.g. , social stress , peer - perceived attractiveness , friendship quality , etc . ) correlate highly with popularity , and can not be meaningfully examined as orthogonal moderators of the relationship between early pubertal development and depression .
other variables that correlate with popularity could explain the difference in depressive symptoms between popular and unpopular early maturing youth .
socioeconomic status , for example , is positively correlated with membership in the popular group ( brown et al .
all participants had similar ses , so in our sample this factor could not explain the relationship between popularity and the change in depressive symptoms in early maturing adolescents .
another important factor that might explain the difference in depressive symptoms among popular and unpopular early maturing adolescents is social connectedness .
adolescents with high social connectedness feel close with peers , easily identify with others and participate in social activities ( lee et al .
popularity is associated with social connectedness , while unpopularity is related to social withdrawal and a lack of skills to fit in with peers ( lafontana and cillessen 2002 ) .
other findings indicate a negative relationship between social connectedness and depressive symptoms , suggesting that adolescents who are socially less well connected are more likely to experience depressive symptoms ( lee et al .
this could suggest that low levels of social connectedness in unpopular adolescents are related to high levels of depressive symptoms .
social connectedness could then be the underlying factor that accounts for the difference in depressive symptom scores between popular and unpopular early maturing adolescents .
further research is needed to determine mechanisms by which early puberty confers risk for the development of depressive symptoms among adolescents .
while the current study provides valuable information about one potential moderator of this relationship , interpretations regarding the process ( i.e. , how popularity may buffer against the development of depressive symptoms for early developing adolescents ) remain theoretical .
some research suggests that european american adolescents , but not african american adolescents , experience more depressive symptoms following early maturation ( michael and eccles 2003 ) . this difference might be explained by the finding that african and african - american women , in particular , report a preference for a body type and size that is more consistent with a post - pubescent body ( i.e. , larger and curvier ) , whereas caucasian women report a preference for a thinner body type ( cogan et al .
consistent with this idea , siegel and colleagues ( 1999 ) found that african american girls , compared to caucasian and latino girls , are unique in their level of body satisfaction during adolescence .
however , more recent research has found a positive relationship between early pubertal timing and depressive symptoms in african american girls ( ge et al .
studies further examining the role of ethnicity in the association between pubertal timing and depressive symptoms should note that ethnicity should be considered in the context of the overall community in which adolescents live . note that african - american adolescents develop earlier than caucasian adolescents ( herman - giddens et al .
are more likely to be characterized as early maturers , while they might be on - time compared to their african - american agemates
. it may be important for research to consider pubertal timing with respect to same - ethnicity peers ( ge et al .
an additional limitation in this study pertains to the use of self - report measures to assess pubertal timing . although the pds is a widely used scale to measure pubertal development , it assesses perceived pubertal maturation instead of objective pubertal maturation . adding
more objective measures of pubertal maturation ( e.g. , physician ratings ) would strengthen the reliability of our findings ( dorn et al . 2003 ) .
conversely , the use of peer - reported measures to assess popularity offers the possibility that different peers ( e.g. , males vs. females ) use different standards to determine who is popular .
this issue also leads to invariance within the measurement of key constructs . despite these limitations ,
the present study provides insight into the relationship between early pubertal timing and the development of depressive symptoms .
the results indicate that early pubertal timing does not directly predict depressive symptoms among adolescents . instead , individual differences in popularity appear to affect the nature of this relationship .
these findings indicate that the interaction between individual development and the peer context may be important for understanding the relationship between pubertal timing and depressive symptoms .
future studies are likely to benefit from a similar biopsychosocial perspective in understanding the complex interactions between various systems in determining typical versus atypical development
. the findings of the current study may have important implications for prevention of depressive symptoms .
our results provide a more complete profile of adolescents who may be at risk for the development of depressive symptoms .
interventions that target early maturing , unpopular adolescents therefore may serve to reduce the prevalence of depressive symptoms among youth .
evidence that social skills and social connectedness are related to both social status and depression ( lafontana and cillessen 2002 ; lee et al .
2001 ) suggests that interventions that focus on these constructs might help to reduce risk for depression among adolescents . along these same lines ,
focusing on resiliency factors and resources for adolescents who are at risk may be beneficial .
the introduction of these and other resiliency factors through targeted interventions might aid in disconnecting the trajectory from risk factors to the development of depressive symptoms ( fergus and zimmerman 2005 ) .
furthermore , psychoeducation also could be a crucial element in the prevention of depressive symptoms .
early maturing adolescents may perceive themselves as deviant from their peers , and this perception of abnormality may negatively affect well - being .
psychoeducation aimed at informing adolescents about pubertal maturation , and the individual differences in its timing , might result in more personal and social acceptance of variations in puberty ( conley and rudolph 2009 ) .
psychoeducation also could help to prepare adolescents for the transition to puberty , and might even serve to reduce the accompanying psychosocial difficulties by normalizing the physical and social changes associated with pubertal development .
the current study has provided a clearer picture of the relationship between pubertal development , peer status , and the development of depressive symptoms over time .
it appears that early pubertal timing and low social status converge to create a high - risk context for the development of depressive symptoms among adolescents .
treatment strategies that seek to alter this trajectory may benefit from strategies that both increase peer status , and decrease the psychosocial impact of early maturation
. several such strategies , suggested above , may represent complementary approaches in the reduction of depressive symptoms .
 the transition to adolescence marks a time of sharply increased vulnerability to the development of depression , particularly among girls . 
 past research has examined isolated risk factors from individual theoretical models ( e.g. , biological , interpersonal , and cognitive ) of depression , but few have examined integrative models . 
 this study investigated the conjoint effects of early pubertal timing and popularity in the longitudinal prediction of depressive symptoms . 
 a total of 319 girls and 294 boys ( ages 1114 ) provided information on their pubertal status , depressive symptoms , and the social status ( i.e. , popularity ) of their peers . 
 adolescents completed a second measure of depressive symptoms 11  months after the initial time point . 
 findings supported an integrated biological - interpersonal model in explaining the development of depressive symptoms during adolescence . 
 early pubertal development was associated with increase in depressive symptoms only when accompanied by low levels of popularity . 
 high levels of popularity buffered the association between early pubertal development and later depressive symptoms . 
 unexpectedly , these results were significant both for girls and boys . 
 results are discussed in terms of dynamic systems theories . 
Methods
Measures
Data Analyses
Results
Discussion