Emotion-dependent language featuring depression

Chaoqing Yang1, Xinying Zhang1, Yuxuan Chen1, Yunge Li2, Shu Yu2, Bingmei Zhao2, Tao Wang3, Lizhu Luo2,4, Shan Gao1,2
1School of Foreign Languages, University of Electronic Science and Technology of China, Chengdu, China
2The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for NeuroInformation, University of Electronic Science and Technology of China, Chengdu, China
3School of Psychology, Qufu Normal University, Qufu, China
4Singapore Institute for Clinical Sciences, A*STAR Research Entities, Singapore

Tài liệu tham khảo

Al-Mosaiwi, 2018, In an absolute state: Elevated use of absolutist words is a marker specific to anxiety, depression, and suicidal ideation, Clinical Psychological Science, 6, 529, 10.1177/2167702617747074 Alpert, 2001, Reflections of depression in acoustic measures of the patient's speech, Journal of Affective Disorders, 66, 59, 10.1016/S0165-0327(00)00335-9 Anderson, 2006, Specificity in personality and cognitive factors associated with drinking and depressive symptoms, Cognitive Therapy and Research, 30, 711, 10.1007/s10608-006-9002-4 Barrett, 2007, Language as context for the perception of emotion, Trends in Cognitive Sciences, 11, 327, 10.1016/j.tics.2007.06.003 Beck, 1996 Beevers, 2001, Ignorance may be bliss, but thought suppression promotes superficial cognitive processing, Journal of Research in Personality, 35, 546, 10.1006/jrpe.2001.2333 Besharat, 2013, Anger and major depressive disorder: The mediating role of emotion regulation and anger rumination, Asian Journal of Psychiatry, 6, 35, 10.1016/j.ajp.2012.07.013 Boals, 2005, Word use in emotional narratives about failed romantic relationships and subsequent mental health, Journal of Language and Social Psychology, 24, 252, 10.1177/0261927X05278386 Brewin, 1998, Intrusive memories and depression in cancer patients, Behaviour Research and Therapy, 36, 1131, 10.1016/S0005-7967(98)00084-9 Brockmeyer, 2015, Me, myself, and I: Self-referent word use as an indicator of self-focused attention in relation to depression and anxiety, Frontiers in Psychology, 6, 10.3389/fpsyg.2015.01564 Burkhardt, 2021, Behavioral activation and depression symptomatology: Longitudinal assessment of linguistic indicators in text-based therapy sessions, Journal of Medical Internet Research, 23, 10.2196/28244 Cannizzaro, 2004, Voice acoustical measurement of the severity of major depression, Brain and Cognition, 56, 30, 10.1016/j.bandc.2004.05.003 Cepoiu, 2008, Recognition of depression by non-psychiatric physicians - a systematic literature review and meta-analysis, Journal of General Internal Medicine, 23, 25, 10.1007/s11606-007-0428-5 Chung, 2007, The psychological functions of function words, 343 Ebrahimi, 2017, Attachment styles, parenting styles, and depression, International Journal of Mental Health and Addiction, 15, 1064, 10.1007/s11469-017-9770-y Faul, 2007, G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences, Behavior Research Methods, 39, 175, 10.3758/BF03193146 Fernandez-Lansac, 2015, Narrative length and speech rate in battered women, PLoS ONE, 10, 10.1371/journal.pone.0142651 Follmer, 2021, It's not what you do, it's why you do it: Motives for disclosure and concealment decisions among employees with depression, Journal of Applied Social Psychology, 51, 1013, 10.1111/jasp.12818 Freeman, 2016, The role of socio-economic status in depression: Results from the COURAGE (aging survey in europe), BMC Public Health, 16, 10.1186/s12889-016-3638-0 Furedi, 2003, The role of symptoms in the recognition of mental health disorders in primary care, Psychosomatics, 44, 402, 10.1176/appi.psy.44.5.402 Gao, 2013 Gjerdingen, 2014, Maternal depressive symptoms, employment, and social support, The Journal of the American Board of Family Medicine, 27, 87, 10.3122/jabfm.2014.01.130126 Goldman, 1999, Awareness, diagnosis, and treatment of depression, Journal of General Internal Medicine, 14, 569, 10.1046/j.1525-1497.1999.03478.x Guyer, 2011, Emerging depression is associated with face memory deficits in adolescent girls, Journal of the American Academy of Child & Adolescent Psychiatry, 50, 180, 10.1016/j.jaac.2010.11.008 Habermas, 2008, Stuck in the past: Negative bias, explanatory style, temporal order, and evaluative perspectives in life narratives of clinically depressed individuals, Depression and Anxiety, 25, E121, 10.1002/da.20389 Hermans, 2004, Trauma and autobiographical memory specificity in depressed inpatients, Behaviour Research and Therapy, 42, 775, 10.1016/S0005-7967(03)00197-9 Himmelstein, 2018, Linguistic analysis of the autobiographical memories of individuals with major depressive disorder, PLoS ONE, 13, 10.1371/journal.pone.0207814 Ihara, 2012, Language comprehension dependent on emotional context: A magnetoencephalography study, Neuroscience Research, 72, 50, 10.1016/j.neures.2011.09.011 Kleim, 2008, Reduced autobiographical memory specificity predicts depression and posttraumatic stress disorder after recent trauma, Journal of Consulting and Clinical Psychology, 76, 231, 10.1037/0022-006X.76.2.231 Konig, 2022, Detecting subtle signs of depression with automated speech analysis in a non-clinical sample, BMC Psychiatry, 22, 10.1186/s12888-022-04475-0 Kuyken, 2009, Remembering as an observer: How is autobiographical memory retrieval vantage perspective linked to depression?, Memory, 17, 624, 10.1080/09658210902984526 Lacey, 2016, What factors contribute to the risk of depression in epilepsy?Tasmanian Epilepsy Register Mood Study (TERMS), Epilepsia, 57, 516, 10.1111/epi.13302 Larrimore, 2011, Peer to peer lending: The relationship between language features, trustworthiness, and persuasion success, Journal of Applied Communication Research, 39, 19, 10.1080/00909882.2010.536844 Levine, 2004, Emotion and memory research: A grumpy overview, Social Cognition, 22, 530, 10.1521/soco.22.5.530.50767 Liebrecht, 2019, The relative power of negativity: The influence of language intensity on perceived strength, Journal of Language and Social Psychology, 38, 170, 10.1177/0261927X18808562 Lyu, 2023, Detecting depression of Chinese microblog users via text analysis: Combining Linguistic Inquiry Word Count (LIWC) with culture and suicide related lexicons, Frontiers in Psychiatry, 14, 10.3389/fpsyt.2023.1121583 Malhi, 2018, Depression, Lancet, 392, 2299, 10.1016/S0140-6736(18)31948-2 Mavrogiorgou, 2020, Death anxiety and attitude to death in patients with schizophrenia and depression, Psychiatry Research, 290, 10.1016/j.psychres.2020.113148 McKee-Ryan, 2005, Psychological and physical well-being during unemployment: A meta-analytic study, Journal of Applied Psychology, 90, 53, 10.1037/0021-9010.90.1.53 Mitchell, 2009, Clinical diagnosis of depression in primary care: A meta-analysis, Lancet, 374, 609, 10.1016/S0140-6736(09)60879-5 Mundt, 2007, Voice acoustic measures of depression severity and treatment response collected via interactive voice response (IVR) technology, Journal of Neurolinguistics, 20, 50, 10.1016/j.jneuroling.2006.04.001 Mundt, 2012, Vocal acoustic biomarkers of depression severity and treatment response, Biological Psychiatry, 72, 580, 10.1016/j.biopsych.2012.03.015 Nook, 2017, A linguistic signature of psychological distancing in emotion regulation, Journal of Experimental Psychology: General, 146, 337, 10.1037/xge0000263 Park, 2013, Parents' education and the risk of major depression in early adulthood, Social Psychiatry and Psychiatric Epidemiology, 48, 1829, 10.1007/s00127-013-0697-8 Pennebaker, 2001, Patterns of natural language use: Disclosure, personality, and social integration, Current Directions in Psychological Science, 10, 90, 10.1111/1467-8721.00123 Prebble, 2013, Autobiographical memory and sense of self, Psychological Bulletin, 139, 815, 10.1037/a0030146 Restifo, 2009, Family processes in the development of youth depression: Translating the evidence to treatment, Clinical Psychology Review, 29, 294, 10.1016/j.cpr.2009.02.005 Robertson, 2013, Emotional expression during autobiographical narratives as a function of aging: Support for the socioemotional selectivity theory, Journal of Adult Development, 20, 76, 10.1007/s10804-013-9158-6 Rodriguez, 2010, Reading between the lines: The lay assessment of subclinical depression from written self-descriptions, Journal of Personality, 78, 575, 10.1111/j.1467-6494.2010.00627.x Roiser, 2013, Hot and cold cognition in depression, CNS Spectrums, 18, 139, 10.1017/S1092852913000072 Rude, 2004, Language use of depressed and depression-vulnerable college students, Cognition & Emotion, 18, 1121, 10.1080/02699930441000030 Schoch-Ruppen, 2018, Women's word use in pregnancy: Associations with maternal characteristics, prenatal stress, and neonatal birth outcome, Frontiers in Psychology, 9, 10.3389/fpsyg.2018.01234 Schwarzbach, 2013, The relationship between social integration and depression in non-demented primary care patients aged 75 years and older, Journal of Affective Disorders, 145, 172, 10.1016/j.jad.2012.07.025 Shim, 2020, Somatic symptoms and sleep quality as indicators of depression and suicide risk among Korean military conscripts, Psychiatry Research, 287, 10.1016/j.psychres.2020.112912 Sideridis, 2005, Goal orientation academic achievement, and depression: Evidence in favor of a revised goal theory framework, Journal of Educational Psychology, 97, 366, 10.1037/0022-0663.97.3.366 Sonnenschein, 2018, Linguistic analysis of patients with mood and anxiety disorders during cognitive behavioral therapy, Cognitive Behaviour Therapy, 47, 315, 10.1080/16506073.2017.1419505 Stretton, 2021, How biopsychosocial depressive risk shapes behavioral and neural responses to social evaluation in adolescence, Brain and Behavior, 11, 10.1002/brb3.2005 Tausczik, 2010, The psychological meaning of words: LIWC and computerized text analysis methods, Journal of Language and Social Psychology, 29, 24, 10.1177/0261927X09351676 Thapar, 2022, Depression in young people, Lancet, 400, 617, 10.1016/S0140-6736(22)01012-1 Van Swol, 2021, Language use in group discourse and its relationship to group processes, Sage Open, 11, 10.1177/21582440211001852 Vanderlind, 2020, Understanding positive emotion deficits in depression: From emotion preferences to emotion regulation, Clinical Psychology Review, 76, 10.1016/j.cpr.2020.101826 2008 Yamamoto, 2020, Using speech recognition technology to investigate the association between timing-related speech features and depression severity, PLoS ONE, 15, 10.1371/journal.pone.0238726 Yoo, 2016, Association between employment status change and depression in Korean adults, BMJ Open, 6, 10.1136/bmjopen-2015-008570 Yuan, 2021, Personality expression and recognition in Chinese language usage, User Modeling and User-Adapted Interaction, 31, 121, 10.1007/s11257-020-09276-2