Skip to main content
Top

2022 | OriginalPaper | Chapter

Time Series Based Frequency Analysis of Violence and Criminalization Related Dynamic Mental Health Media News

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Violence, displaying a dynamic and multivariate nature with different biological, psychodynamic, social and individual factors, is reflected in media texts related to mental health and mental illness which embody numerous variables that are not simple to address and assess. The problematic issues around mental health are not only concerned with the medical aspect of mental problems, including the definition, diagnosis and treatment thereof, but also with respect to negative attitudes of people towards those with psychological problems, which may bring about cases of stigmatization. Media can play a significant role in criminalization of the mentally ill and be instrumental in shaping and changing attitudes towards mental illness. Accordingly, the current study aims to assess the trends in national discourse through media texts by looking into the volume and content of a sample of 496 news stories about mental illness, with a particular focus on bipolar disorder, from 2014 to 2019. Three national daily newspapers constitute the sample addressed in the study where frequency analysis has been performed on the media text dataset in accordance with the changes over the years. The frequency analyses based on time series conducted in the study demonstrate that violence and criminalization have been found to be the most frequently addressed topic among the ones mentioned across the study period. Based on the results derived from the analyses, it is seen that focus of the news media on violence is not proportional to actual rates of violence among the mentally ill. Thus, the research suggests that such a continued emphasis on violence and criminalization may intensify social stigmatization and hinder attempts to seek professional help. All these mental health-related considerations and raising public awareness point to ultimate strategies in public health domain regarding the socially constructed model which significantly affects the benefits of and barriers to action in health-promoting attitudes and behaviors.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Box-Steffensmeier, J.M., Freeman, J.R., Hitt, M.P., Pevehouse, J.C.: Time Series Analysis for the Social Sciences. Cambridge University Press, Cambridge (2014) CrossRef Box-Steffensmeier, J.M., Freeman, J.R., Hitt, M.P., Pevehouse, J.C.: Time Series Analysis for the Social Sciences. Cambridge University Press, Cambridge (2014) CrossRef
2.
go back to reference Fleming, M.C., Nellis, J.G.: Describing data tables, charts, and graphs. In: Principles of Applied Statistics, 2nd edn., pp. 13–50. Thomson Learning, New York (2000) Fleming, M.C., Nellis, J.G.: Describing data tables, charts, and graphs. In: Principles of Applied Statistics, 2nd edn., pp. 13–50. Thomson Learning, New York (2000)
3.
go back to reference O’Reilly, M., Lester, J.N.: Introduction the social construction of normality and pathology. In: The Palgrave Handbook of Adult Mental Health, pp. 1–19. Palgrave Macmillan, London (2016) O’Reilly, M., Lester, J.N.: Introduction the social construction of normality and pathology. In: The Palgrave Handbook of Adult Mental Health, pp. 1–19. Palgrave Macmillan, London (2016)
4.
go back to reference Burr, V.: Social Constructionism, 2nd edn. Routledge, London (2003) Burr, V.: Social Constructionism, 2nd edn. Routledge, London (2003)
6.
go back to reference Bracken, P., Thomas, P.: Postpsychiatry: a new direction for mental health. Bmj 322(7288), 724–727 (2001)CrossRef Bracken, P., Thomas, P.: Postpsychiatry: a new direction for mental health. Bmj 322(7288), 724–727 (2001)CrossRef
7.
go back to reference Rogers, A., Pilgrim, D.: A Sociology of Mental Health and Illness. McGraw-Hill Education, London (2014) Rogers, A., Pilgrim, D.: A Sociology of Mental Health and Illness. McGraw-Hill Education, London (2014)
8.
go back to reference Henderson, L., Hilton, S.: The media and public health: where next for critical analysis? Crit. Pub. Health 28(4), 373–376 (2018)CrossRef Henderson, L., Hilton, S.: The media and public health: where next for critical analysis? Crit. Pub. Health 28(4), 373–376 (2018)CrossRef
9.
go back to reference Holland, K.: Making mental health news: Australian journalists’ views on news values, sources and reporting challenges. J. Stud. 19(12), 1767–1785 (2018) Holland, K.: Making mental health news: Australian journalists’ views on news values, sources and reporting challenges. J. Stud. 19(12), 1767–1785 (2018)
10.
go back to reference Wilcox, S.: Media and the Criminalization of Mental Illness: The Impact of Stigma Reduction Videos (2016) Wilcox, S.: Media and the Criminalization of Mental Illness: The Impact of Stigma Reduction Videos (2016)
11.
go back to reference Taylor, P.J., Gunn, J.: Homicides by people with mental illness: myth and reality. Br. J. Psychiatry 174(1), 9–14 (1999)CrossRef Taylor, P.J., Gunn, J.: Homicides by people with mental illness: myth and reality. Br. J. Psychiatry 174(1), 9–14 (1999)CrossRef
12.
go back to reference Murphy, N.A.: The Influence of Media Representations on Mental Health Practitioners. University of Salford, Salford (2015) Murphy, N.A.: The Influence of Media Representations on Mental Health Practitioners. University of Salford, Salford (2015)
13.
go back to reference Swanson, J.W., McGinty, E.E., Fazel, S., Mays, V.M.: Mental illness and reduction of gun violence and suicide: bringing epidemiologic research to policy. Ann. Epidemiol. 25(5), 366–376 (2015)CrossRef Swanson, J.W., McGinty, E.E., Fazel, S., Mays, V.M.: Mental illness and reduction of gun violence and suicide: bringing epidemiologic research to policy. Ann. Epidemiol. 25(5), 366–376 (2015)CrossRef
14.
go back to reference McGinty, E.E., Kennedy-Hendricks, A., Choksy, S., Barry, C.L.: Trends in news media coverage of mental illness in the United States: 1995–2014. Health Aff. 35(6), 1121–1129 (2016)CrossRef McGinty, E.E., Kennedy-Hendricks, A., Choksy, S., Barry, C.L.: Trends in news media coverage of mental illness in the United States: 1995–2014. Health Aff. 35(6), 1121–1129 (2016)CrossRef
15.
go back to reference Lehmkuhl, M., Promies, N.: Frequency distribution of journalistic attention for scientific studies and scientific sources: an input-output analysis. PLoS One 15(11), e0241376 (2020)CrossRef Lehmkuhl, M., Promies, N.: Frequency distribution of journalistic attention for scientific studies and scientific sources: an input-output analysis. PLoS One 15(11), e0241376 (2020)CrossRef
17.
go back to reference De Choudhury, M.: Role of social media in tackling challenges in mental health. In Proceedings of the 2nd International Workshop on Socially-Aware Multimedia, pp. 49–52 (2013) De Choudhury, M.: Role of social media in tackling challenges in mental health. In Proceedings of the 2nd International Workshop on Socially-Aware Multimedia, pp. 49–52 (2013)
18.
go back to reference Hossain, A., Wahab, J.A., Khan, M.S.R.: A computer-based text analysis of Al Jazeera, BBC, and CNN news shares on Facebook: framing analysis on Covid-19 issues. SAGE Open 12(1), 21582440211068496 (2022)CrossRef Hossain, A., Wahab, J.A., Khan, M.S.R.: A computer-based text analysis of Al Jazeera, BBC, and CNN news shares on Facebook: framing analysis on Covid-19 issues. SAGE Open 12(1), 21582440211068496 (2022)CrossRef
19.
go back to reference Karaca, Y., et al. Multifractal complexity analysis-based dynamic media text categorization models by natural language processing with BERT (Chapter 6). In: Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems. Elsevier, Amsterdam (2021) Karaca, Y., et al. Multifractal complexity analysis-based dynamic media text categorization models by natural language processing with BERT (Chapter 6). In: Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems. Elsevier, Amsterdam (2021)
21.
go back to reference Wahl, O.E., Wood, A., Richards, R.: Newspaper coverage of mental illness: is it changing? Psychiatr. Rehabil. Skills 6(1), 9–31 (2002) CrossRef Wahl, O.E., Wood, A., Richards, R.: Newspaper coverage of mental illness: is it changing? Psychiatr. Rehabil. Skills 6(1), 9–31 (2002) CrossRef
22.
go back to reference Wahl, O.F.: Mass media images of mental illness: a review of the literature. J. Commun. Psychol. 20(4), 343–352 (1992)CrossRef Wahl, O.F.: Mass media images of mental illness: a review of the literature. J. Commun. Psychol. 20(4), 343–352 (1992)CrossRef
23.
go back to reference Philo, G., Secker, J., Platt, S., Henderson, L., McLaughlin, G., Burnside, J.: The impact of the mass media on public images of mental illness: media content and audience belief. Health Educ. J. 53(3), 271–281 (1994)CrossRef Philo, G., Secker, J., Platt, S., Henderson, L., McLaughlin, G., Burnside, J.: The impact of the mass media on public images of mental illness: media content and audience belief. Health Educ. J. 53(3), 271–281 (1994)CrossRef
24.
go back to reference Aragones, E., López-Muntaner, J., Ceruelo, S., Basora, J.: Reinforcing stigmatization: coverage of mental illness in Spanish newspapers. J. Health Commun. 19(11), 1248–1258 (2014)CrossRef Aragones, E., López-Muntaner, J., Ceruelo, S., Basora, J.: Reinforcing stigmatization: coverage of mental illness in Spanish newspapers. J. Health Commun. 19(11), 1248–1258 (2014)CrossRef
25.
go back to reference Day, D.M., Page, S.: Portrayal of mental illness in Canadian newspapers. Can. J. Psychiatry 31(9), 813–817 (1986)CrossRef Day, D.M., Page, S.: Portrayal of mental illness in Canadian newspapers. Can. J. Psychiatry 31(9), 813–817 (1986)CrossRef
27.
go back to reference Kaplan, D.: The Sage Handbook of Quantitative Methodology for the Social Sciences. Sage Publication, Thousand Oak (2004)CrossRef Kaplan, D.: The Sage Handbook of Quantitative Methodology for the Social Sciences. Sage Publication, Thousand Oak (2004)CrossRef
29.
go back to reference The Mathworks, MATLAB r 2021b. 2021. The MathWorks, Inc., Natick, MA (2021) The Mathworks, MATLAB r 2021b. 2021. The MathWorks, Inc., Natick, MA (2021)
Metadata
Title
Time Series Based Frequency Analysis of Violence and Criminalization Related Dynamic Mental Health Media News
Author
Ahu Dereli Dursun
Copyright Year
2022
DOI
https://doi.org/10.1007/978-3-031-10450-3_36

Premium Partner