scholarly journals Instagram Use and the Well-Being of Adolescents: Using Deep Learning to Link Social Scientific Self-reports with Instagram Data Download Packages

2020 ◽  
Author(s):  
Laura Boeschoten ◽  
Irene Ingeborg van Driel ◽  
Daniel L. Oberski ◽  
J. Loes Pouwels
Keyword(s):  
Social Media ◽  
Deep Learning ◽  
Well Being ◽  
Self Report ◽  
Interdisciplinary Project ◽  
Self Reports ◽  
Social Media Platforms ◽  
Report Data ◽  
Social Scientific ◽  
Self Report Data

Since the introduction of social media platforms, researchers have investigated how the use of such media affects adolescents’ well-being. Thus far, findings have been inconsistent. The aim of our interdisciplinary project is to provide a more thorough understanding of these inconsistencies by investigating who benefits from social media use, who does not and why it is beneficial for one yet harmful for another. In this presentation, we explain our approach to combining social scientific self-report data with the use of deep learning to analyze personal Instagram archives.

The effects of social media usage on loneliness and well-being: analysing friendship connections of Facebook, Twitter and Instagram

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shaoyu Ye ◽  
Kevin K.W. Ho ◽  
Andre Zerbe
Keyword(s):  
Social Media ◽  
University Students ◽  
Design Methodology ◽  
Well Being ◽  
Self Report ◽  
Access Time ◽  
Content Type ◽  
Media Usage ◽  
Usage Patterns ◽  
Social Media Platforms

Purpose This study aims to clarify the effects of different patterns of Facebook, Twitter and Instagram usage on user loneliness and well-being in Japan. Design/methodology/approach Based on responses to a self-report questionnaire in Japan, 155 university students were separated into 4 groups: users of Twitter only, users of Twitter and Facebook, users of Twitter and Instagram and users of all three social media. The effects of social media usage on loneliness and well-being for each group were analysed. Findings No social media usage effects on loneliness or well-being were detected for those who used only Twitter or both Twitter and Instagram. For those using both Twitter and Facebook, loneliness was reduced when users accessed Twitter and Facebook more frequently but was increased when they posted more tweets. Users of all three social media were lonelier and had lower levels of well-being when they accessed Facebook via PC longer; whereas their their access time of Facebook via smartphones helped them decrease loneliness and improve their levels of well-being. Originality/value The findings reported here provide possible explanations for the conflicting results reported in previous research by exploring why users choose different social media platforms to communicate with different groups of friends or acquaintances and different usage patterns that affect their loneliness and well-being.

Young person’s well-being: Exploring material, subjective and relational factors

2019 ◽  
Vol 44 (01) ◽  
pp. 13-22 ◽  
Author(s):  
Margot Rawsthorne ◽  
Grace Kinsela ◽  
Karen Paxton ◽  
Georgina Luscombe
Keyword(s):  
New South ◽  
Well Being ◽  
Self Report ◽  
Policy Makers ◽  
Research Attention ◽  
South Wales ◽  
Relational Factors ◽  
Report Data ◽  
Self Report Data ◽  
Definition Of

AbstractYoung people’s well-being has attracted significant policy and research attention in Australia and internationally for at least three decades. Despite this, there is no consensus about what it means, how it can be measured or, most importantly, what supports young people’s well-being. This paper adopts a definition of well-being as a multidimensional process, comprising subjective, material and relational factors. Drawing on self-report data collected at two time points from young people (aged 9–14 years) living in rural and regional New South Wales (N= 342 at baseline andN= 217 Wave 2), this paper seeks to identify the salience of these factors to well-being, measured through Perceived Self-Efficacy. Our analysis suggests that a sense of belonging, safety and the presence of supportive adults all appear to support enhanced well-being. The paper concludes with recommendations for policy makers and communities wishing to better support the development of young people’s well-being.

scholarly journals Determining at What Age Children Provide Sound Self-Reports: An Illustration of the Validity-Index Approach

Assessment ◽  
2019 ◽  
Vol 27 (7) ◽  
pp. 1604-1618 ◽  
Author(s):  
Judith M. Conijn ◽  
Niels Smits ◽  
Esther E. Hartman
Keyword(s):  
Self Report ◽  
Future Research ◽  
Older Children ◽  
Person Fit ◽  
Validity Index ◽  
Index Approach ◽  
Validity Indices ◽  
Self Reports ◽  
Report Data ◽  
Self Report Data

In psychological assessment of children, it is pivotal to establish from what age on self-reports can complement or replace informant reports. We introduce a psychometric approach to estimate the minimum age for a child to produce self-report data that is of similar quality as informant data. The approach makes use of statistical validity indicators such as person-fit and long-string indices, and can be readily applied to data commonly collected in psychometric studies of child measures. We evaluate and illustrate the approach, using self-report and informant-report data of the PedsQL, a pediatric health-related quality of life measure, from 651 child–mother pairs. To evaluate the approach, we tested various hypotheses about the validity of the self-report data, using the [Formula: see text] person-fit index as the validity indicator and the mother informant-data as a benchmark for validity. Results showed that [Formula: see text] discriminated between self-reports of younger and older children, between self-reports of children that completed the PedsQL alone or with a parent, and between self-reports and informant reports. We conclude that the validity-index approach has good potential for future applications. Future research should further evaluate the approach for different types of questionnaires (e.g., personality inventories) and using different validity indices (e.g., response-bias indices).

One measure, one meaning: Multiple measures, clearer meaning

2002 ◽  
Vol 14 (3) ◽  
pp. 463-475 ◽  
Author(s):  
JEROME KAGAN ◽  
NANCY SNIDMAN ◽  
MARK MCMANIS ◽  
SUE WOODWARD ◽  
CHRISTINA HARDWAY
Keyword(s):  
Self Report ◽  
Multiple Measures ◽  
Self Reports ◽  
Physiological Information ◽  
Report Data ◽  
Self Report Data ◽  
Different Sources

This paper tries to make three points. First, current constructs in personality and psychopathology are based on the restrictive evidence contained in self-reports. As a result, heterogeneous categories of individuals are assigned to the same category. Second, it is suggested that when different sources of evidence are included, theoretically distinct groups will be detected within the prior heterogeneous category. Third, the authors argue that physiological information has the potential to parse individuals with similar phenotypes on self-report data into distinct groups that reveal the temperamental origins of their phenotype.

Self-Reported Smoking and Measurement of Expired Air Carbon Monoxide in a Clinical Treatment

1998 ◽  
Vol 83 (1) ◽  
pp. 316-318 ◽  
Author(s):  
Elisardo Becoña ◽  
Fernando L. Vazquez
Keyword(s):  
Carbon Monoxide ◽  
Self Report ◽  
Behavioral Program ◽  
End Of Treatment ◽  
Self Reports ◽  
Close Relationship ◽  
Report Data ◽  
Self Report Data ◽  
The Relationship ◽  
Expired Air

In this study was evaluated the relationship between self-reported smoking rate and expired air carbon monoxide in 208 smokers who had attended a behavioral program for smoking cessation. A close relationship between carbon monoxide levels and self-reports was found at the end of treatment and in all follow-ups (6 and 12 mo.), around 100% concordance. Thus, support was found for the use of an expired air carbon monoxide measure as a valid and easy way of corroborating self-report data when required.

scholarly journals Predicting Self-Reported Illness for Professional Team-Sport Athletes

2016 ◽  
Vol 11 (4) ◽  
pp. 543-550 ◽  
Author(s):  
Heidi R. Thornton ◽  
Jace A. Delaney ◽  
Grant M. Duthie ◽  
Brendan R. Scott ◽  
William J. Chivers ◽  
...  
Keyword(s):  
Perceived Exertion ◽  
Well Being ◽  
Team Sport ◽  
Rugby League ◽  
Rating Of Perceived Exertion ◽  
Self Report ◽  
Contributing Factors ◽  
Increased Risk ◽  
Report Data ◽  
Self Report Data

Purpose:To identify contributing factors to the incidence of illness for professional team-sport athletes, using training load (TL), self-reported illness, and well-being data.Methods:Thirty-two professional rugby league players (26.0 ± 4.8 y, 99.1 ± 9.6 kg, 1.84 ± 0.06 m) were recruited from the same club. Players participated in prescribed training and responded to a series of questionnaires to determine the presence of self-reported illness and markers of well-being. Internal TL was determined using the session rating of perceived exertion. These data were collected over 29 wk, across the preparatory and competition macrocycles.Results:The predictive models developed recognized increases in internal TL (strain values of >2282 AU, weekly TL >2786 AU, and monotony >0.78 AU) to best predict when athletes are at increased risk of self-reported illness. In addition, a reduction in overall well-being (<7.25 AU) in the presence of increased internal TL, as previously stated, was highlighted as a contributor to self-reported-illness occurrence.Conclusions:These results indicate that self-report data can be successfully used to provide a novel understanding of the interactions between competition-associated stressors experienced by professional team-sport athletes and their susceptibility to illness. This may help coaching staff more effectively monitor players during the season and potentially implement preventive measures to reduce the likelihood of illnesses occurring.

scholarly journals Career salience and work outcomes: A comparison of managerial and clerical employees

1997 ◽  
Vol 23 (1) ◽  
Author(s):  
G. J. Lock ◽  
K. Ortlepp
Keyword(s):  
Job Satisfaction ◽  
Well Being ◽  
Self Report ◽  
Work Outcomes ◽  
Hierarchical Level ◽  
Organisational Commitment ◽  
Psychological Well Being ◽  
Report Data ◽  
Self Report Data ◽  
Career Salience

The present research aimed to assess the relationships between career salience and job satisfaction, organisational commitment, and psychological well-being. In addition, the variations within these relationships between management and clerical employees were explored. Self report data was collected from 86 accounting employees at the headoffice of a large retail company in Johannesburg. Pearson product-moment correlations, t-tests and z-transformations were computed. The results indicated that there is a significant positive relationship between career salience and both job satisfaction and organisational commitment. These results were found to differ according to hierarchical level. The variable psychological well-being only yielded significant associations with career salience for the managerial group. Opsomming Die navorsing neem die verband tussen loopbaanmarkantheid en werksbevrediging, toewyding aan die organisasie, en psigologiese welstand in oënskou. Verskille in hierdie verhoudings tussen bestuur en klerklike personeel word vervolgens ondersoek. Selfrapporteringsdata is ingesamel van 86 boekhouers by die hoofkantoor van 'n vooraanstaande kleinhandelaar in Johannesburg. Pearson produk-moment korrelasies, t-toetse en z-transformasies is bereken. Die resultate het aangedui dat daar 'n beduidende positiewe verband is tussen loopbaanmarkantheid, aan die een kant, en sowel werksbevrediging as toewyding aan die organisasie aan die ander kant. Daar is verder gevind dat resultaat bemvloed word deur die hierargiese vlak waarop mense werk. Psigologiese welstand het byvoorbeeld net in die geval van bestuurders 'n beduidende korrelasie met loopbaanmarkantheid getoon.

Correlates of psychological well-being at midlife: The role of generativity, agency and communion, and narrative themes

2002 ◽  
Vol 26 (2) ◽  
pp. 120-127 ◽  
Author(s):  
Miriam F. Grossbaum ◽  
Glen W. Bates
Keyword(s):  
Life Satisfaction ◽  
Personal Growth ◽  
Well Being ◽  
Self Report ◽  
Hierarchical Regression ◽  
Multiple Regressions ◽  
Agency And Communion ◽  
Report Data ◽  
Self Report Data ◽  
Midlife Adults

This study examined the correlates of well-being at midlife in 49 midlife adults. Self-report measures of generativity, agency and communion, along with relevant themes taken from narratives were considered as predictors of Ryff’s multidimensional model of well-being and of life satisfaction. Multiple regressions identified generative concern as a predictor of the six well-being dimensions and of life satisfaction. A separate series of multiple regressions identified narrative themes of contamination, redemption, and affect tone as predictors of four of the well-being dimensions and of life satisfaction. Hierarchical regression analyses controlling for self-report measures showed contamination to be a significant predictor of environmental mastery, personal growth, and life satisfaction. Affect tone was a predictor of self-acceptance and life satisfaction. This pattern of results was not influenced by the inclusion of demographic factors. Overall, the findings indicate the utility of combining narrative data with self-report data in investigating well-being at midlife.

scholarly journals Coping Following Traumatic Brain Injury:The Need for Contextually Sensitive Assessment

2001 ◽  
Vol 2 (2) ◽  
pp. 81-96 ◽  
Author(s):  
Elizabeth Kendall ◽  
David Shum ◽  
Brenda Lack ◽  
Susan Bull ◽  
Cameron Fee
Keyword(s):  
Coping Strategies ◽  
Psychosocial Adjustment ◽  
Well Being ◽  
Self Report ◽  
Adjustment Problems ◽  
Major Barrier ◽  
Report Data ◽  
Self Report Data ◽  
Test Current ◽  
Over Time

AbstractPsychosocial adjustment problems following traumatic brain injury (TBI) frequently present a major barrier for rehabilitation. The ability to cope has been linked with psychological well-being following stressful and traumatic events, but has been poorly examined in the area of TBI. In terms of conceptualisation, most coping research has adopted the Lazarus and Folkman (1984) dichotomy of coping, namely problem-focused and emotion-focused. Despite the popularity of this theory, recent conceptualisations of coping have suggested that other dimensions are equally important and require investigation in the TBI area. However, measurement of coping continues to provide a major barrier for research in this area, particularly given the potential difficulties associated with self-report data in people with TBI. The current study used a contextually sensitive assessment technique to test current conceptualisations of coping in the TBI population. Specifically, the study examined coping strategies and styles in response to four stressful video-based scenarios. Rather than using a self-report questionnaire to assess predetermined coping strategies, participants spontaneously provided their own coping strategies, which were then coded into distinct coping strategies. The strategies were categorised into four groups according to their focus (emotion or problem) and approach (active or passive). Both the number and type of coping strategies differed across situations, providing support for the use of a contextually sensitive measurement technique. Further, the theoretically expected pattern of relationships was found between coping types and outcomes. However, these relationships differed across situations and over time, confirming suggestions that coping efficacy may differ depending on the demands of the situation and that chronic situations such as TBI may have an impact on coping style over time.

Sign in / Sign up

Export Citation Format

Share Document