Results from ANOVA F-test for 3-class classification. All authors contributed equally to this work. In: Social computing, behavioral modeling, and prediction. However, further aspects, such as deviation, skewness, or entropy of peers’ GPAs, would undoubtedly be interesting for future investigations. California Privacy Statement, Our approach shares some similarities with [21], but the key difference is that we have investigated not only individual behavior but also the students’ social environment. Since research on academic achievement began to emerge as a field in the 1960s, it has guided educational policies on admissions and dropout prevention [1]. Each histogram displays how students distribute their text messages exchanged with others over the various performance groups. Bull Sci Technol Soc 30(2):75–85, Stanca L (2006) The effects of attendance on academic performance: panel data evidence for introductory microeconomics. [13] is driven by using prior achievement (grades), which is known to be a strong predictor of performance (e.g. Facebook data was obtained via the Facebook Graph API, and contains both static friendship connections as well as various interactions on the social network. J Pers Soc Psychol 93(1):116, Lane J, Lane AM, Kyprianou A (2004) Self-efficacy, self-esteem and their impact on academic performance. 9 Ways to Fix It, 10 Common Grammar Mistakes that Make You Look Stupid. Correlation between performance of strong peers. Teachers play a significant role in student performance and also can be responsible for poor student performance. Valentin Kassarnig or Sune Lehmann. The importance of endogenous peer group formation. While physical proximity is not a perfect proxy for person-to-person interactions, there is evidence that the proximity interactions are predictive of friendship in online social networks and communication using phone calls and text messages [97–99]. Soc Forces 63(2):482–501, Newcomb AF, Bagwell CL (1995) Children’s friendship relations: a meta-analytic review. due to persistence of skill and motivation). Synonyms (Other Words) for Poor performance & Antonyms (Opposite Meaning) for Poor performance. Required fields are marked *. Top synonyms for poor performance (other words for poor performance) are underperformance, low achievement and bad results. This experiment is by no means an attempt to be exhaustive of the possibilities for impact factors. Article J Pers 70(2):177–206, Lievens F, Coetsier P, De Fruyt F, De Maeseneer J (2002) Medical students’ personality characteristics and academic performance: a five-factor model perspective. Cookies policy. 37th annual. Aust J Adv Nurs 25(4):40, Junco R (2013) Comparing actual and self-reported measures of Facebook use. The following results are reported in three stages. Soc Psychol Educ 12(2):175–189, Tomás-Miquel J-V, Expósito-Langa M, Nicolau-Juliá D (2016) The influence of relationship networks on academic performance in higher education: a comparative study between students of a creative and a non-creative discipline. Learn Individ Differ 22(2):251–257, Stewart SM, Lam T, Betson C, Wong C, Wong A (1999) A prospective analysis of stress and academic performance in the first two years of medical school. We observed this effect across different channels of social interactions with calls and text messages showing the strongest correlations, further emphasizing the phenomena. The content in this publication is presented for informative purposes only. Poor academic performance can also be a reflection of problems at home. Lyngby, Denmark, Enys Mones, Piotr Sapiezynski & Sune Lehmann, Department of Economics, University of Copenhagen, Copenhagen, Denmark, Andreas Bjerre-Nielsen & David Dreyer Lassen, Center for Social Data Science, University of Copenhagen, Copenhagen, Denmark, Andreas Bjerre-Nielsen, David Dreyer Lassen & Sune Lehmann, College of Information and Computer Science, Northeastern University, Boston, USA, The Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark, You can also search for this author in His literary work has appeared in "The Southampton Review," "Feathertale," "Kalliope" and "The Rose and Thorn Journal. There, each channel is represented by a separate line illustrating the mean correlation of the members of each performance group and their respective peers. NB: Join our Social Media Network on. Search poor performance and thousands of other words in English definition and synonym dictionary from Reverso. In order to increase the stability of the results we applied bootstrap resampling. You can complete the list of synonyms of poor performance given by the English Thesaurus dictionary with other English dictionaries: Wikipedia, Lexilogos, Oxford, Cambridge, Chambers Harrap, Wordreference, Collins Lexibase dictionaries, Merriam Webster... English-Synonyms dictionary : translate English words into Synonyms with online dictionaries. For example, a learning disability is student-centered and may create an obstacle to reaching certain academic standards. This is a written procedure on how to write a change of ownership agreement form for a sale or higher purchase business. As the results indicate, once the GPA class is provided, the model has high predictive power among the low and high performers (compared to that of the moderate performers) with \(F_{1}\) values of 0.649 and 0.626, respectively. 2008) 1. The other three dimensions showed only very weak or no correlation. The term poor academic performance has no one acceptable definition based on the broad nature of it. Despite the large number of possible features to extract from networks, we considered only the metrics that follow the main approaches found in the literature, such as the mean GPA of peers, centrality, and the fraction of low and high performing peers.
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