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On suicidal ideation: the need for inductive methodologies to advance the field

Abstract

Recent scholarly investigation of suicidal ideation has been largely based on identifying associated factors and using ideation-to-action theories to explain its occurrence. However, this approach may not be sufficient, as many aspects of suicidal ideation fall beyond the reach of such conceptualizations. The overemphasis on explaining rather than understanding this phenomenon is a significant factor in this insufficiency. As such, it is argued that qualitative methods that use data to derive theories could offer a more nuanced understanding of suicidal ideation. By adopting bottom-up approaches, researchers can explore how individuals experience and understand suicidal ideation and how it relates to their lives and experiences. Furthermore, use of qualitative research methods could aid in development of more accurate and inclusive definitions that are more firmly grounded in data.

Suicide; suicidal ideation; qualitative research

Suicidal ideation is a worldwide burden that is part of the mental health crisis11. Nock MK, Borges G, Bromet EJ, Alonso J, Angermeyer M, Beautrais A, et al. Cross-national prevalence and risk factors for suicidal ideation, plans and attempts. Br J Psychiatry. 2008;192:98-105. and current theories suggest that it is a crucial node in the path leading to suicide.22. Klonsky ED, Saffer BY, Bryan CJ. Ideation-to-action theories of suicide: a conceptual and empirical update. Curr Opin Psychol. 2018;22:38-43. Nevertheless, the term can be used in significantly different ways. For some authors, suicidal ideation includes passive thoughts of death,33. Harmer B, Lee S, Duong TvH, Saadabadi A. Suicidal ideation. StatPearls. Treasure Island: StatPearls Publishing; 2021.

4. Selby EA, Anestis MD, Joiner TE Jr. Daydreaming about death: violent daydreaming as a form of emotion dysregulation in suicidality. Behav Modif. 2007;31:867-79.
-55. Liu RT, Bettis AH, Burke TA. Characterizing the phenomenology of passive suicidal ideation: a systematic review and meta-analysis of its prevalence, psychiatric comorbidity, correlates, and comparisons with active suicidal ideation. Psychol Med. 2020;50:367-83. while others define it as ideas of intentionally taking one’s own life.66. Wenzel A, Brown GK, Beck AT. Cognitive therapy for suicidal patients: Scientific and clinical applications. Washington: American Psychological Association; 2009.,77. House A, Kapur N, Knipe D. Thinking about suicidal thinking. Lancet Psychiatry. 2020;7:997-1000. There are similar controversies relating to suicidal intention, with some considering it a separate step,33. Harmer B, Lee S, Duong TvH, Saadabadi A. Suicidal ideation. StatPearls. Treasure Island: StatPearls Publishing; 2021. while others classify plans and mental rehearsals within the scope of suicidal ideation,66. Wenzel A, Brown GK, Beck AT. Cognitive therapy for suicidal patients: Scientific and clinical applications. Washington: American Psychological Association; 2009. pose intention as a specifier of ideation,88. Silverman MM, Berman AL, Sanddal ND, O’Carroll PW, Joiner TE. Rebuilding the tower of Babel: a revised nomenclature for the study of suicide and suicidal behaviors. Part 2: Suicide-related ideations, communications, and behaviors. Suicide Life Threat Behav. 2007;37:264-77. or state that it is not currently useful to distinguish between these constructs.99. O’Connor RC, Kirtley OJ. The integrated motivational-volitional model of suicidal behaviour. Philos Trans R Soc Lond B Biol Sci. 2018;373.

Such divergence could be attributable to insufficient exploration of the subject. When scholars and clinicians consider suicidal ideation mainly through a diagnostic lens and attribute it to depressive symptomatology,1010. Poole R, Higgo R. Psychiatric interviewing and assessment. Cambridge: Cambridge University Press; 2006.,1111. MacKinnon RA, Michels R, Buckley PJ. The psychiatric interview in clinical practice, third edition. Washington: American Psychiatric Association Publishing; 2015. phenomenological aspects such as triggers or meanings can be neglected. This is analogous in research, as most studies circumscribe ideation to a marker of suicide risk or merely inspect its associated factors.1212. Lakeman R, FitzGerald M. How people live with or get over being suicidal: a review of qualitative studies. J Adv Nurs. 2008;64:114-26. Many publications also deal with suicidal phenomena as manifestations of varying intensity along the same continuum,1313. Anestis MD, Law KC, Jin H, Houtsma C, Khazem LR, Assavedo BL. Treating the capability for suicide: a vital and understudied frontier in suicide prevention. Suicide Life Threat Behav. 2017;47:523-37. disregarding the possibility that they could be categorically distinct.1414. Klonsky ED, Dixon-Luinenburg T, May AM. The critical distinction between suicidal ideation and suicide attempts. World Psychiatry. 2021;20:439-41. As such, there are questions about whether many of the risk factors described for suicide actually constitute suicidal ideation22. Klonsky ED, Saffer BY, Bryan CJ. Ideation-to-action theories of suicide: a conceptual and empirical update. Curr Opin Psychol. 2018;22:38-43. and indeed studies have not been able to predict which individuals with ideation will actually attempt suicide.1515. Machado CDS, Ballester PL, Cao B, Mwangi B, Caldieraro MA, Kapczinski F, et al. Prediction of suicide attempts in a prospective cohort study with a nationally representative sample of the US population. Psychol Med. 2021:1-12.

16. Hong S, Liu YS, Cao B, Cao J, Ai M, Chen J, et al. Identification of suicidality in adolescent major depressive disorder patients using sMRI: A machine learning approach. J Affect Disord. 2021;280:72-6.
-1717. Levey DF, Niculescu EM, Le-Niculescu H, Dainton HL, Phalen PL, Ladd TB, et al. Towards understanding and predicting suicidality in women: biomarkers and clinical risk assessment. Mol Psychiatry. 2016;21:768-85.

Notwithstanding such difficulties, conceptual models of suicide do distinguish ideation as a separate step at the beginning of a process that may lead to enaction.22. Klonsky ED, Saffer BY, Bryan CJ. Ideation-to-action theories of suicide: a conceptual and empirical update. Curr Opin Psychol. 2018;22:38-43. This was first proposed in the Interpersonal Theory of Suicide,1818. Joiner T. Why people die by suicide. Harvard: Harvard University Press; 2005. which claims that suicidal ideation results from “thwarted belongingness” and “perceived burdensomeness,” progressing to an attempt in the presence of “acquired capacity.” Subsequent theories emerged within the ideation-to-action framework, usually explaining the genesis and progression of suicidal ideation by a combination of factors. The Integrated Motivational-Volitional Model proposes that suicidal ideation and intention result from defeat, humiliation, and entrapment,99. O’Connor RC, Kirtley OJ. The integrated motivational-volitional model of suicidal behaviour. Philos Trans R Soc Lond B Biol Sci. 2018;373. whilst the Three-Step Theory (3ST) attributes suicidal ideation to pain (usually psychological) and hopelessness, with intensity moderated by sense of belonging.1919. Klonsky ED, May AM. The Three-Step Theory (3ST): A new theory of suicide rooted in the “ideation-to-action” framework. Int J Cogn Ther. 2015;8:114-29.

Regardless of the accuracy of proposals of a determined set of factors as giving rise to suicidal ideation, these dominant models may end up oversimplifying the phenomenon. They fail to capture aspects of suicidal ideation that have been raised in other work. For instance, the developer of the Dialectical-Behavior Therapy, Linehan,2020. Linehan M. DBT skills training manual. 2nd ed. New York: Guilford Publications; 2014. proposes that “suicide ideation, suicide planning, and imagining dying from suicide, when accompanied with a belief that pain will end with death, can bring an intense sense of relief,” and that, “planning suicide, imagining suicide, and engaging in a self-injurious act (and its aftereffects if it becomes public) can reduce painful emotions by providing a compelling distraction,” thereby proposing a function for suicidal ideation, which is a feature that is not mentioned by current models, which limit their scope to its emergence and progression. Indeed, a few quantitative studies have endorsed suicidal cognition as a source of relief.2121. Crane C, Barnhofer T, Duggan DS, Eames C, Hepburn S, Shah D, et al. Comfort from suicidal cognition in recurrently depressed patients. J Affect Disord. 2014;155:241-6.

22. Hales SA, Deeprose C, Goodwin GM, Holmes EA. Cognitions in bipolar affective disorder and unipolar depression: imagining suicide. Bipolar Disord. 2011;13:651-61.
-2323. Holmes EA, Crane C, Fennell MJV, Williams JMG. Imagery about suicide in depression--”Flash-forwards”? J Behav Ther Exp Psychiatry. 2007;38:423-34. Another instance of phenomenological aspects of suicidal ideation that are not contemplated in the dominant models of suicide is the presence of detailed mental imagery of suicide that may be more prominent than verbal thoughts.2222. Hales SA, Deeprose C, Goodwin GM, Holmes EA. Cognitions in bipolar affective disorder and unipolar depression: imagining suicide. Bipolar Disord. 2011;13:651-61.,2323. Holmes EA, Crane C, Fennell MJV, Williams JMG. Imagery about suicide in depression--”Flash-forwards”? J Behav Ther Exp Psychiatry. 2007;38:423-34.

The reason for the insufficiency of these models may lie in over-reliance on explaining a phenomenon that ought first to be understood. Indeed, the dominant paradigm for such models is hypothetical-deductive, in which researchers first formulate factors and then look for empirical corroboration in data,22. Klonsky ED, Saffer BY, Bryan CJ. Ideation-to-action theories of suicide: a conceptual and empirical update. Curr Opin Psychol. 2018;22:38-43. usually using scales to measure the levels of the proposed components among suicidal ideators.2424. Dhingra K, Klonsky ED, Tapola V. An empirical test of the three-step theory of suicide in U.K. university students. Suicide Life Threat Behav. 2019;49:478-87. Similarly, the underperformance of predictive models of suicidal behavior has been attributed to applying statistical modeling to a limited set of variables of a phenomenon that still warrants greater understanding.2525. McHugh CM, Large MM. Can machine-learning methods really help predict suicide? Curr Opin Psychiatry. 2020;33:369-74.,2626. Cox CR, Moscardini EH, Cohen AS, Tucker RP. Machine learning for suicidology: A practical review of exploratory and hypothesis-driven approaches. Clin Psychol Rev. 2020;82:101940. Indeed, suicidology authors have called attention to the need to step back, avoiding reductionism and broadening the range of methodologies used to research suicidal ideation.1212. Lakeman R, FitzGerald M. How people live with or get over being suicidal: a review of qualitative studies. J Adv Nurs. 2008;64:114-26.,2727. White J. Qualitative evidence in suicide ideation, attempts, and suicide prevention. In: Olson K, Young RA, Schultz IZ, editors. Handbook of qualitative health research for evidence-based practice. New York: Springer; 2016. p. 335-54.,2828. Hjelmeland H, Knizek BL. Why we need qualitative research in suicidology. Suicide Life Threat Behav. 2010;40:74-80.

An alternative road would involve inspecting data and then deriving a theory, in a bottom-up process that inquires ideators and uses their reports to understand, characterize, and conceptualize suicidal ideation.2929. Creswell JW. Qualitative, quantitative and mixed methods approaches. Thousand Oaks: Sage; 2014.,3030. Creswell JW, Poth CN. Qualitative inquiry and research design: choosing among five approaches. Thousand Oaks: Sage; 2016. Such an inductive approach is usually associated with qualitative research, which is an approach recommended for deepening comprehension of phenomena that are insufficiently explored,3131. Chun Tie Y, Birks M, Francis K. Grounded theory research: A design framework for novice researchers. SAGE Open Med. 2019;7:2050312118822927. traditionally locating the lived experience of individuals as the point of departure for knowledge building.2727. White J. Qualitative evidence in suicide ideation, attempts, and suicide prevention. In: Olson K, Young RA, Schultz IZ, editors. Handbook of qualitative health research for evidence-based practice. New York: Springer; 2016. p. 335-54.,3232. White J. What can critical suicidology do? Death Stud. 2017;41:472-80. Indeed, extant inductive inquiries investigating suicidal ideation have proved quite fruitful, presenting novel findings that are beyond the reach of current theories in the field. For instance, Denneson et al.3333. Denneson LM, McDonald KL, Tompkins KJ, Meunier CC. Elucidating the chronic, complex nature of suicidal ideation: A national qualitative study of veterans with a recent suicide attempt. J Affect Disord Rep. 2020;2:100030. interviewed 50 people in the United States and arrived at several novel insights on the nature of suicidal ideation. They revealed that suicidal ideation is a chronic symptom, usually perceived to be ever present over the course of years and considered to be beyond the control of the individuals experiencing it and often unpredictable. Similar research was conducted with older Taiwanese adults, endorsing the observation that suicidal ideation can linger on over many years and also calling attention to religion as an important factor in averting attempts.3434. Moore SL. A phenomenological study of meaning in life in suicidal older adults. Arch Psychiatr Nurs. 1997;11:29-36. Another qualitative study investigated how psychotherapy helped Canadian adolescents by conducting content analysis of interviews, framing suicidal ideation as a way of coping with distress in the context of an undeveloped repertoire of other strategies.3535. Paulson BL, Everall RD. Suicidal adolescents: helpful aspects of psychotherapy. Arch Suicide Res. 2003;7:309-21. Similarly, work on suicidal ideation was conducted with LGBTQIA+ men in New York who had been recently diagnosed with human immunodeficiency virus (HIV).3636. Siegel K, Meyer IH. Hope and resilience in suicide ideation and behavior of gay and bisexual men following notification of HIV infection. AIDS Educ Prev. 1999;11:53-64. This study concluded that suicidality provoked a process of coping with the diagnosis by enhancing one’s sense of control over life, which ultimately led to a positive reattribution of meanings associated with HIV and acceptance.

There are many possibilities for advancing comprehension of suicidal ideation to be expected from employment of bottom-up methodologies. Previous research has revealed that inductive methods can yield novel insights into the constitution of suicidal ideation as a symptom. In this direction, this venture could achieve a deeper understanding of suicidal ideation’s manifestations, course, triggers, function, and coping strategies, also informing treatment. This approach is reminiscent of phenomenology’s emphasis on observation of subjective experience, which has yielded rich descriptions of psychopathology that significantly contribute to our knowledge of mental health disorders such as schizophrenia.3737. Parnas J, Sass LA, Zahavi D. Rediscovering psychopathology: the epistemology and phenomenology of the psychiatric object. Schizophr Bull. 2013;39:270-7.,3838. Stanghellini G, Broome M, Raballo A, Fernandez AV, Fusar-Poli P, Rosfort R. The Oxford handbook of phenomenological psychopathology. Oxford: Oxford University Press; 2019. A more comprehensive understanding of suicidal ideation could also arrive at a definition that is more firmly grounded in data, since the field currently struggles with top-down (and often incompatible) definitions of the term that strictly define boundaries. Moreover, such an exploration could reveal important aspects of the relation of suicidal ideation to suicide, which would better situate the phenomenon within current theoretical models. Finally, critical suicidology has long argued against reducing the highly contextual phenomenon of suicidal ideation to a static panel of risk factors.2828. Hjelmeland H, Knizek BL. Why we need qualitative research in suicidology. Suicide Life Threat Behav. 2010;40:74-80.,3939. Kral MJ, White J. Moving towards a critical suicidology. Ann Psychiatry Ment Health. 2017;5:1099-100. Methodologies that account for the lived experience can embrace this complexity and shed new light on the ways in which contextual factors shape and interplay with the symptom.

Acknowledgements

This study was financed in part by Fundo de Incentivo à Pesquisa e Eventos/Hospital de Clínicas de Porto Alegre (FIPE/HCPA) and Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES), Finance Code 001. Pedro Vieira da Silva Magalhães has received a research productivity grant from Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq).

References

  • 1
    Nock MK, Borges G, Bromet EJ, Alonso J, Angermeyer M, Beautrais A, et al. Cross-national prevalence and risk factors for suicidal ideation, plans and attempts. Br J Psychiatry. 2008;192:98-105.
  • 2
    Klonsky ED, Saffer BY, Bryan CJ. Ideation-to-action theories of suicide: a conceptual and empirical update. Curr Opin Psychol. 2018;22:38-43.
  • 3
    Harmer B, Lee S, Duong TvH, Saadabadi A. Suicidal ideation. StatPearls. Treasure Island: StatPearls Publishing; 2021.
  • 4
    Selby EA, Anestis MD, Joiner TE Jr. Daydreaming about death: violent daydreaming as a form of emotion dysregulation in suicidality. Behav Modif. 2007;31:867-79.
  • 5
    Liu RT, Bettis AH, Burke TA. Characterizing the phenomenology of passive suicidal ideation: a systematic review and meta-analysis of its prevalence, psychiatric comorbidity, correlates, and comparisons with active suicidal ideation. Psychol Med. 2020;50:367-83.
  • 6
    Wenzel A, Brown GK, Beck AT. Cognitive therapy for suicidal patients: Scientific and clinical applications. Washington: American Psychological Association; 2009.
  • 7
    House A, Kapur N, Knipe D. Thinking about suicidal thinking. Lancet Psychiatry. 2020;7:997-1000.
  • 8
    Silverman MM, Berman AL, Sanddal ND, O’Carroll PW, Joiner TE. Rebuilding the tower of Babel: a revised nomenclature for the study of suicide and suicidal behaviors. Part 2: Suicide-related ideations, communications, and behaviors. Suicide Life Threat Behav. 2007;37:264-77.
  • 9
    O’Connor RC, Kirtley OJ. The integrated motivational-volitional model of suicidal behaviour. Philos Trans R Soc Lond B Biol Sci. 2018;373.
  • 10
    Poole R, Higgo R. Psychiatric interviewing and assessment. Cambridge: Cambridge University Press; 2006.
  • 11
    MacKinnon RA, Michels R, Buckley PJ. The psychiatric interview in clinical practice, third edition. Washington: American Psychiatric Association Publishing; 2015.
  • 12
    Lakeman R, FitzGerald M. How people live with or get over being suicidal: a review of qualitative studies. J Adv Nurs. 2008;64:114-26.
  • 13
    Anestis MD, Law KC, Jin H, Houtsma C, Khazem LR, Assavedo BL. Treating the capability for suicide: a vital and understudied frontier in suicide prevention. Suicide Life Threat Behav. 2017;47:523-37.
  • 14
    Klonsky ED, Dixon-Luinenburg T, May AM. The critical distinction between suicidal ideation and suicide attempts. World Psychiatry. 2021;20:439-41.
  • 15
    Machado CDS, Ballester PL, Cao B, Mwangi B, Caldieraro MA, Kapczinski F, et al. Prediction of suicide attempts in a prospective cohort study with a nationally representative sample of the US population. Psychol Med. 2021:1-12.
  • 16
    Hong S, Liu YS, Cao B, Cao J, Ai M, Chen J, et al. Identification of suicidality in adolescent major depressive disorder patients using sMRI: A machine learning approach. J Affect Disord. 2021;280:72-6.
  • 17
    Levey DF, Niculescu EM, Le-Niculescu H, Dainton HL, Phalen PL, Ladd TB, et al. Towards understanding and predicting suicidality in women: biomarkers and clinical risk assessment. Mol Psychiatry. 2016;21:768-85.
  • 18
    Joiner T. Why people die by suicide. Harvard: Harvard University Press; 2005.
  • 19
    Klonsky ED, May AM. The Three-Step Theory (3ST): A new theory of suicide rooted in the “ideation-to-action” framework. Int J Cogn Ther. 2015;8:114-29.
  • 20
    Linehan M. DBT skills training manual. 2nd ed. New York: Guilford Publications; 2014.
  • 21
    Crane C, Barnhofer T, Duggan DS, Eames C, Hepburn S, Shah D, et al. Comfort from suicidal cognition in recurrently depressed patients. J Affect Disord. 2014;155:241-6.
  • 22
    Hales SA, Deeprose C, Goodwin GM, Holmes EA. Cognitions in bipolar affective disorder and unipolar depression: imagining suicide. Bipolar Disord. 2011;13:651-61.
  • 23
    Holmes EA, Crane C, Fennell MJV, Williams JMG. Imagery about suicide in depression--”Flash-forwards”? J Behav Ther Exp Psychiatry. 2007;38:423-34.
  • 24
    Dhingra K, Klonsky ED, Tapola V. An empirical test of the three-step theory of suicide in U.K. university students. Suicide Life Threat Behav. 2019;49:478-87.
  • 25
    McHugh CM, Large MM. Can machine-learning methods really help predict suicide? Curr Opin Psychiatry. 2020;33:369-74.
  • 26
    Cox CR, Moscardini EH, Cohen AS, Tucker RP. Machine learning for suicidology: A practical review of exploratory and hypothesis-driven approaches. Clin Psychol Rev. 2020;82:101940.
  • 27
    White J. Qualitative evidence in suicide ideation, attempts, and suicide prevention. In: Olson K, Young RA, Schultz IZ, editors. Handbook of qualitative health research for evidence-based practice. New York: Springer; 2016. p. 335-54.
  • 28
    Hjelmeland H, Knizek BL. Why we need qualitative research in suicidology. Suicide Life Threat Behav. 2010;40:74-80.
  • 29
    Creswell JW. Qualitative, quantitative and mixed methods approaches. Thousand Oaks: Sage; 2014.
  • 30
    Creswell JW, Poth CN. Qualitative inquiry and research design: choosing among five approaches. Thousand Oaks: Sage; 2016.
  • 31
    Chun Tie Y, Birks M, Francis K. Grounded theory research: A design framework for novice researchers. SAGE Open Med. 2019;7:2050312118822927.
  • 32
    White J. What can critical suicidology do? Death Stud. 2017;41:472-80.
  • 33
    Denneson LM, McDonald KL, Tompkins KJ, Meunier CC. Elucidating the chronic, complex nature of suicidal ideation: A national qualitative study of veterans with a recent suicide attempt. J Affect Disord Rep. 2020;2:100030.
  • 34
    Moore SL. A phenomenological study of meaning in life in suicidal older adults. Arch Psychiatr Nurs. 1997;11:29-36.
  • 35
    Paulson BL, Everall RD. Suicidal adolescents: helpful aspects of psychotherapy. Arch Suicide Res. 2003;7:309-21.
  • 36
    Siegel K, Meyer IH. Hope and resilience in suicide ideation and behavior of gay and bisexual men following notification of HIV infection. AIDS Educ Prev. 1999;11:53-64.
  • 37
    Parnas J, Sass LA, Zahavi D. Rediscovering psychopathology: the epistemology and phenomenology of the psychiatric object. Schizophr Bull. 2013;39:270-7.
  • 38
    Stanghellini G, Broome M, Raballo A, Fernandez AV, Fusar-Poli P, Rosfort R. The Oxford handbook of phenomenological psychopathology. Oxford: Oxford University Press; 2019.
  • 39
    Kral MJ, White J. Moving towards a critical suicidology. Ann Psychiatry Ment Health. 2017;5:1099-100.

Publication Dates

  • Publication in this collection
    13 Nov 2023
  • Date of issue
    2023

History

  • Received
    19 Apr 2023
  • Accepted
    25 May 2023
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