David Garcia Becerra

Research output

Research output per year 2020 2020 2021 2024

• 25 Article
• 2 Working paper
• 1 Commissioned report
• 1 Conference paper

Research output per year

Research output per year

Search results

• 2024

  Emotional talk about robotic technologies on Reddit: Sentiment analysis of life domains, motives, and temporal themes

  Savela, N., Garcia, D., Pellert, M. & Oksanen, A., Feb 2024, In: New Media and Society. 26, 2, p. 757-781 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Media 100%
  • Leisure Activity 50%
  • Conversation 50%
  • Regression Model 50%
  • Social Psychology 50%

• LEXpander: Applying colexification networks to automated lexicon expansion

  Di Natale, A. & Garcia, D., Feb 2024, In: Behavior Research Methods. 56, 2, p. 952–967 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Comparative Analysis 100%
  • Word Embedding 100%
  • Friendship 100%
  • Synonyms 100%
  • short-list 100%

• “Breaking the Silence” Suicide Prevention Media Campaign in Oregon, April 7–14, 2019

  Niederkrotenthaler, T., Metzler, H., Laido, Z., Till, B., Lake, A. H., Noble, E., Chowdhury, S., Gonzalez, F., Garcia, D., Draper, J., Murphy, S. & Gould, M., 2024, (Accepted/In press) In: Crisis.

  Research output: Contribution to journal › Article › peer-review

  • Social Media 100%
  • Control 50%
  • Twitter 50%
  • Program Content 50%
  • Narrative 50%
• 2023

  Association of 7 million+ tweets featuring suicide-related content with daily calls to the Suicide Prevention Lifeline and with suicides, United States, 2016–2018

  Niederkrotenthaler, T., Tran, U. S., Baginski, H., Sinyor, M., Strauss, M. J., Sumner, S. A., Voracek, M., Till, B., Murphy, S., Gonzalez, F., Gould, M., Garcia, D., Draper, J. & Metzler, H., Jul 2023, In: Australian and New Zealand Journal of Psychiatry. 57, 7, p. 994-1003 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Associations 100%
  • State 100%
  • Standard Deviation 62%
  • Coping Strategies 33%
  • Learning 12%

• From alternative conceptions of honesty to alternative facts in communications by US politicians

  Lasser, J., Aroyehun, S. T., Carrella, F., Simchon, A., Garcia, D. & Lewandowsky, S., Dec 2023, In: Nature Human Behaviour. 7, 12, p. 2140-2151 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Speaking 100%
  • Communication 100%
  • Evidence 75%
  • Social Media 50%
  • Attention 50%

• LEIA: Linguistic Embeddings for the Identification of Affect

  Aroyehun, S. T., Malik, L., Metzler, H., Haimerl, N., Di Natale, A. & Garcia, D., Dec 2023, In: EPJ Data Science. 12, 1, 52.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Emotion 100%
  • Social Media 42%
  • Training 28%
  • Anger 28%
  • Happiness 28%

• Negative expressions are shared more on Twitter for public figures than for ordinary users

  Schöne, J. P., Garcia, D., Parkinson, B. & Goldenberg, A., 1 Jul 2023, In: PNAS Nexus. 2, 7, pgad219.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • User 100%
  • Social Media 100%
  • Social Medium User 25%

• Pulling through together: social media response trajectories in disaster-stricken communities

  Maldeniya, D., De Choudhury, M., Garcia, D. & Romero, D. M., Oct 2023, In: Journal of Computational Social Science. 6, 2, p. 655-706 52 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Media 100%
  • Psychotrauma 50%
  • Coping Strategies 25%
  • Cluster Analysis 25%
  • Computational Method 25%
• 2022

  Assessment of the effectiveness of Omicron transmission mitigation strategies for European universities using an agent-based network model

  Lasser, J., Hell, T. & Garcia, D., 19 Dec 2022, In: Clinical Infectious Diseases. 75, 12, p. 2097-2103 7 p., ciac340.

  Research output: Contribution to journal › Article

  Open Access

  • Transmission Dynamic 100%
  • Academic Freedom 100%
  • Policy Decision 100%
  • Enrollment Data 100%
  • Benefits 100%

• Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach

  Metzler, H., Baginski, H., Niederkrotenthaler, T. & Garcia, D., 1 Aug 2022, In: Journal of Medical Internet Research . 24, 8, e34705.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning 100%
  • Related Content 100%
  • Behavior (Neuroscience) 100%
  • Media Content 66%
  • Research 37%

• Social media sharing of low quality news sources by political elites

  Lasser, J., Garcia, D., Aroyehun, S. T., Lewandowsky, S., Carrella, F. & Simchon, A., 22 Sept 2022, In: PNAS Nexus. 1, 4, pgac186.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Political Elite 100%
  • U.S. Congress 25%
  • Information Society 25%

• Validating daily social media macroscopes of emotions

  Pellert, M., Metzler, H., Matzenberger, M. & Garcia, D., Dec 2022, In: Scientific Reports. 12, 1, 11236.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Media 100%
  • Emotion 100%
  • Mood 100%
  • Self-Report 33%
• 2021

  Artificial intelligence, systemic risks, and sustainability

  Galaz, V., Centeno, M. A., Callahan, P. W., Causevic, A., Patterson, T., Brass, I., Baum, S., Farber, D., Fischer, J., Garcia, D., McPhearson, T., Jimenez, D., King, B., Larcey, P. & Levy, K., Nov 2021, In: Technology in Society. 67, 101741.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sustainability 100%
  • Marine Resources 40%
  • Benefits 25%
  • Efficiency 25%
  • Investment 25%

• Colexification Networks Encode Affective Meaning

  Natale, A. D., Pellert, M. & Garcia, D., 15 Jun 2021, In: Affective Science. 2, p. 99–111

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Show 100%
  • Affective 100%
  • Estimate 66%
  • List 66%
  • Translation Data 50%

• Collective Emotions during the COVID-19 Outbreak

  Metzler, H., Rimé, B., Pellert, M., Niederkrotenthaler, T., Natale, A. D. & Garcia, D., 8 Jun 2021, 26 p.

  Research output: Working paper

  Open Access

• Cultural Divergence in popular music: the increasing diversity of music consumption on Spotify across countries

  Bello, P. & Garcia, D., Dec 2021, In: Humanities and Social Sciences Communications. 8, 1, 182.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Popular Music 100%
  • Music Consumption 100%
  • Attention 50%
  • Globalization 50%
  • Streaming Platform 14%

• Emotional reactions to robot colleagues in a role-playing experiment

  Savela, N., Oksanen, A., Pellert, M. & Garcia, D., Oct 2021, In: International Journal of Information Management. 60, 102361.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Role-Playing 100%

• Fragile, Yet Resilient: Adaptive Decline in a Collaboration Network of Firms

  Schweitzer, F., Casiraghi, G., Tomasello, M. V. & Garcia, D., 10 Mar 2021, In: Frontiers in Applied Mathematics and Statistics. 7, 634006.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Enterprise 100%
  • Life Cycle 20%

• High COVID-19 vaccine coverage allows for a re-opening of European universities

  Lasser, J., Hell, T. & Garcia, D., 16 Nov 2021, 6 p.

  Research output: Working paper

  Open Access

• Impact of the COVID-19 Pandemic on Mental Health among 157,213 Americans

  Yarrington, J. S., Lasser, J., Garcia, D., Vargas, J. H., Couto, D. D., Marafon, T., Craske, M. G. & Niles, A. N., 1 May 2021, In: Journal of Affective Disorders. 286, p. 64-70 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Anxiety 100%
  • Mental Health 100%
  • Emotion 80%
  • Happiness 40%
  • Ethnicity 20%

• Reactions to Brexit in images: a multimodal content analysis of shared visual content on Flickr

  Bouko, C., De Wilde, J., Decock, S., De Clercq, O., Manchia, V. & Garcia, D., Feb 2021, In: Visual Communication. 20, 1, p. 4-33 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Content Analysis 100%
  • Brexit 100%
  • Authors 33%
  • Social Media 33%
  • Research 16%

• Unique on Facebook: Formulation and evidence of (nano)targeting individual users with non-PII data

  Gonzalez-Cabañas, J., Cuevas, A., Cuevas, R., Lopez-Fernandez, J. & Garcia, D., 2 Nov 2021, IMC 2021 - Proceedings of the 2021 ACM Internet Measurement Conference. Association of Computing Machinery, p. 464-479 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Personal Identifiable Information 100%
  • Information Item 42%
  • Mobile Phone Number 14%
  • World Population 14%

• Using social media audience data to analyse the drivers of low-carbon diets

  Eker, S., Garcia, D., Valin, H. & Van Ruijven, B., Jul 2021, In: Environmental Research Letters. 16, 7, 074001.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Media 100%
  • Demographics 50%
  • Assessment 50%
  • Vegetarianism 50%
  • Gross Domestic Product 50%
• 2020

  A structured open dataset of government interventions in response to COVID-19

  Desvars-Larrive, A., Dervic, E., Haug, N., Niederkrotenthaler, T., Chen, J., Di Natale, A., Lasser, J., Gliga, D. S., Roux, A., Sorger, J., Chakraborty, A., Ten, A., Dervic, A., Pacheco, A., Jurczak, A., Cserjan, D., Lederhilger, D., Bulska, D., Berishaj, D., Flores Tames, E., & 23 othersÁlvarez, F. S., Takriti, H., Korbel, J., Reddish, J., Grzymala-Moszczyǹska, J., Stangl, J., Hadziavdic, L., Stoeger, L., Gooriah, L., Geyrhofer, L., Ferreira, M. R., Bartoszek, M., Vierlinger, R., Holder, S., Haberfellner, S., Ahne, V., Reisch, V., Servedio, V. D. P., Chen, X., Pocasangre-Orellana, X. M., Garncarek, Z., Garcia, D. & Thurner, S., 27 Aug 2020, In: Scientific Data. 7, 285.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Information Source 100%
  • User 50%
  • Standardization 50%
  • Content Analysis 50%
  • Epidemics 40%

• Collective Emotions

  Goldenberg, A., Garcia, D., Halperin, E. & Gross, J. J., 24 Apr 2020, In: Current Directions in Psychological Science. 29, 2, p. 154-160 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Emotion 100%
  • Attention 25%
  • Affective Process 25%

• Dashboard of Sentiment in Austrian Social Media During COVID-19

  Pellert, M., Lasser, J., Metzler, H. & Garcia, D., 26 Oct 2020, In: Frontiers in Big Data. 3, 9 p., 32.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Social Media 100%
  • Dashboards 100%
  • Workflow 50%
  • Research Worker 50%
  • Data Source 50%

• Suicide mortality in the United States following the suicides of Kate Spade and Anthony Bourdain

  Sinyor, M., Tran, U., Garcia, D., Till, B., Voracek, M. & Niederkrotenthaler, T., 10 Dec 2020, (E-pub ahead of print) In: Australian & New Zealand Journal of Psychiatry.

  Research output: Contribution to journal › Article › peer-review

  • Autoregressive Integrated Moving Average Model 100%
  • Public Health 100%
  • Seasonal Autoregressive Integrated Moving Average 100%
  • Imitation 100%
  • Disease Control 16%

• Technology and democracy: Understanding the influence of online technologies on political behaviour and decision-making

  Lewandowsky, S., Smillie, L., Garcia, D., Hertwig, R., Weatherall, J., Egidy, S., Robertson, R., O'Connor, C., Kozyreva, A., Lorenz-Spreen, P., Blaschke, Y. & Leiser, M., 2020, Brussels: European Commission. 172 p. (JRC Science for Policy Report)

  Research output: Book/Report › Commissioned report › peer-review

  Open Access

  • Political Decision 100%
  • Political Behavior 100%
  • Decision Making 100%
  • Disinformation 50%
  • Social Media 50%

• The individual dynamics of affective expression on social media

  Pellert, M., Schweighofer, S. & Garcia, D., 1 Dec 2020, In: EPJ Data Science. 9, 1, 1.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Detection 100%
  • Analysis Technique 100%
  • Social Media 100%
  • Facebook 100%
  • Temporal Dynamic 50%