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Adolescent friendship network and college enrollment : a longitudinal network analysis of selection and influence processesWu, Zebing 01 July 2015 (has links)
Using data from the National Longitudinal Study of Adolescent to Adult Health (Add Health), I investigate the influence of adolescent friendship network on the likelihood of college enrollment, and whether and how this influence is affected by stratification factors (e.g., gender, race/ethnicity, and socioeconomic status). However, there is a challenge in evaluating this influence process since adolescents usually non-randomly select their friends. A selection process needs to be taken into consideration simultaneously with the influence process of adolescents’ friendship network on their likelihood of college enrollment. Previous research on peer effects has methodological issues and limitations. Traditional methods (e.g., multivariate regression, multilevel modeling, or propensity score matching) using limited data (e.g., cross-sectional) and measures of friendship network (e.g., one best friend) could not solve the problem of integrating selection process and influence process in one model. In addition, the dyadic and triadic (or even higher level) dependency among friends in the network makes it more difficult to estimate selection and influence processes using traditional methods.
To address these concerns, I employ longitudinal network analysis with stochastic actor-based models (SABMs) to account for the influence of friendship network on adolescent college enrollment when simultaneously considering the selection of friendship. The co-evolution model of network dynamics (selection) and behavioral dynamics (influence) also addresses the problem of endogeneity between network change and behavioral change. However, the co-evolution model requires network data and behavioral data measured in multiple time points, so in the first stage of this research, I generate the predicted probability of college enrollment at three time points of Add Health using traditional logistic regression. Then in the second stage of this research, I use the transformed likelihood of college enrollment, a statistical artifact, as the behavior variable in the co-evolution model to examine how the likelihood of college enrollment affect the friendship selection and in turn friend’s average likelihood of college enrollment in the network influences an adolescent’s own likelihood of college enrollment.
In the first stage, I find that there are some levels of gender, race/ethnicity, and SES inequalities in the college enrollment, even after controlling for previous academic achievement, other individual characteristics, family backgrounds, and school level variables.
In the second stage, the results of dynamic network analysis indicate significant selection (partial deselection) and influence effects of adolescent friendship networks on the likelihood of college enrollment. In the selection process, adolescents have high tendency to select friends who are similar to them in the likelihood of college enrollment, or terminate friendships with other students of dissimilar likelihood of college enrollment. In the influence process, the average alter effect is found consistently significant and positive across all models and schools, which indicates that there is strong social influence of friendship network on adolescents’ likelihood of college enrollment. The higher the average friends’ likelihood of college enrollment, the more likely the adolescent will increase own likelihood of college enrollment. I also discuss the significance of results and many important policy and practical implications.
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Similarities Within Adolescent Friendship Pairs: The Relationship Between the Strength and Qualities of Friendship and the Individuals' Ego Identity DevelopmentAkers, James F. 01 May 1992 (has links)
Current theory and research have suggested that adolescent friends share many similarities which range from strong similarities in sociodemographic variables to weaker correlations for personality characteristics. The goal of this study was to advance the base of knowledge related to similarities between friends by exploring relationships between early adolescent ego identity status and friendship strength, quality, and duration. First, the objective measure of Ego Identity Status was used to test the hypothesis that early adolescents in reciprocally identified friendship pairs are more similar in their ego identity status; no such relationship was found. Second, a measure designed to assess friendship qualities/strengths and duration lead to the conclusion that the quality/strength and duration of a friendship was also not associated with identity similarities. In addition, in-depth interviews of a subsample confirmed the findings associated with the full sample paper-pencil measures. Based on these findings, it appears that these early adolescents select friends who are not likely to operate within similar identity statuses.
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無聲勝有聲?!──「不理」在青春期友誼中的意涵與歷程 / Silence speaks more than words?! Ignoring in adolescent friendship賴思伃, Lai, Szu Yu Unknown Date (has links)
本研究旨在探索青春期好友關係中「不理」的互動事件。過去研究將「不理」視為關係攻擊,然而,不理或斷絕關係會發生在好友關係上,且行為者自身對此亦有相當的痛苦感,關係攻擊未能解釋如此弔詭現象。事實上,為了維繫關係的和諧,雙方關係良好者 通常不易以抗爭因應,衝突成為內隱性,不直接撕破臉而以「不理」為傳達不滿的方式。因此,本研究將以黃囇莉(2006)「人際和諧與衝突動態模式」為研究架構,於關係脈絡下重新理解「不理」。並以半結構式的訪談大綱,針對十三名參與者進行深度訪談,蒐集參與者述說其「不理」的經驗歷程的質性資料。
研究結果指出,「不理」的互動歷程展現出青春期友誼拿捏人我距離的練習,並對於後續親密關係的人際互動有所影響。青春期的好友關係為非穩定的自發性情感支持關係,卻由於好友的角色義務不明確,反而令「關係」的親近拿捏成為引發衝突的原因,從親與近的互動浮現關係裡的失合與失調,包括「無心傷害」、「情感性地付出與回報不對等」、「挫敗遷怒」及「拉開距離」,成為主動方心底的內隱衝突。這些主動方主觀知覺的內隱衝突較為隱晦,無正當性據理力爭,加上社會文化對於關係和諧的要求,令主動方身處於「直接吵是傷人,放低姿態溝通卻有損自我」的兩難情境。在顧全大局之下,主動方運用「不理」讓被動方能意識到他的不滿,而使得主動方的內隱衝突有機會浮上雙方互動的檯面,因此看似無互動的不理,實則為主動方促始關係改變的方式。
在「不理」的停滯期間,若持續沒有明確的焦點,冷靜之後,衝突淡化而進入虛性和諧。若衝突激化,則會造成關係的斷裂。特別的是,「不理」同時提供將虛性和轉化成實性和諧的機會。讓內隱衝突浮現檯面,若能予以冷靜化,雙方相互溝通,使之成為實性衝突,而能有所聚焦。且在此過程中雙方能表達對關係的重視,反而能讓雙方的關係轉化成更穩定的實性和諧。此外,由於青春期友誼有相當高的情感依附性,即使實際互動早已形同陌路,心裡卻不會輕易認定關係結止,既然關係未完成,就有復合的一日。由此可知,「不理」其後的結果不一定全是負面,這是以關係攻擊觀點無法看見之處。
本研究將焦點置於關係之中,探索青春期友誼關係中「不理」的因素,提供更細密地資料以理解當事人的難處與心理歷程,並凸顯出友誼關係離合的轉折,讓關係的鬆動與改變有計可施。因而可作為青少年友誼人際衝突化解與結束之預防教育與輔導的參考。 / Previous studies treat ignoring like one type of relationship aggression. However ignoring and ending the relationship happen in close friendships. From the relationship aggression point of view , there is no explanation why the actor feels pain and guilt in this situation.
In interpersonal conflict the people who place importance on the relationship can not easily confront it but rather let the conflict become implicit. Not to damage the relationship directly but to ignore the target is one way of coping with conflict. Ignoring passes on an unsatisfied feeling silently. This study used the dynamic model of interpersonal harmony and conflict to explore ignoring. 13 participants were interviewed to report their own ignoring experiences.
The results showed that the ignoring process is a practice in how to balance the I-Thou psychological distance and it affects future intimate relationships. Close friendships in adolescence are high support relationships but can be unstable. Due to obscure role obligation, causes of conflict in these relationships include “unwittingly harm”,” inequitable affections”, “anger transferring”, and ”more independent space”. In addition to all of these hidden conflicts are illegitimate reasons. Also, the cultural drive to maintain harmony results in a dilemma where acting out hurts the other but not acting out hurts oneself.
There were four results after this “stuck in the mud” period. If the conflict stayed vague, the relationship entered into superficial harmony, where the closeness of the relationship was decreased. If the conflict grew, the resulting relationship was broken. If there was a chance to communicate clearly and express each other’s value in the relationship, the resulting relationship entered into genuine harmony. The last result was an unfinished situation due to the high affection in adolescent friendship. Even though there was no longer contact, these people did not easily identify the end of the relationship. This suggests, the results after ignoring are not all negative. However from the relationship aggression point of view, positive results cannot be found.
Thus, this research suggests using the the interpersonal and harmony views to explore ignoring and it is suggested that understanding the ignoring situation is more effective than blocking it in practice.
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