Units of meaning.
In general, qualitative analysis begins with organizing data. Large amounts of data need to be stored in smaller and manageable units, which can be retrieved and reviewed easily. To obtain a sense of the whole, analysis starts with reading and rereading the data, looking at themes, emotions and the unexpected, taking into account the overall picture. You immerse yourself in the data. The most widely used procedure is to develop an inductive coding scheme based on actual data [ 11 ]. This is a process of open coding, creating categories and abstraction. In most cases, you do not start with a predefined coding scheme. You describe what is going on in the data. You ask yourself, what is this? What does it stand for? What else is like this? What is this distinct from? Based on this close examination of what emerges from the data you make as many labels as needed. Then, you make a coding sheet, in which you collect the labels and, based on your interpretation, cluster them in preliminary categories. The next step is to order similar or dissimilar categories into broader higher order categories. Each category is named using content-characteristic words. Then, you use abstraction by formulating a general description of the phenomenon under study: subcategories with similar events and information are grouped together as categories and categories are grouped as main categories. During the analysis process, you identify ‘missing analytical information’ and you continue data collection. You reread, recode, re-analyse and re-collect data until your findings provide breadth and depth.
Throughout the qualitative study, you reflect on what you see or do not see in the data. It is common to write ‘analytic memos’ [ 3 ], write-ups or mini-analyses about what you think you are learning during the course of your study, from designing to publishing. They can be a few sentences or pages, whatever is needed to reflect upon: open codes, categories, concepts, and patterns that might be emerging in the data. Memos can contain summaries of major findings and comments and reflections on particular aspects.
In ethnography, analysis begins from the moment that the researcher sets foot in the field. The analysis involves continually looking for patterns in the behaviours and thoughts of the participants in everyday life, in order to obtain an understanding of the culture under study. When comparing one pattern with another and analysing many patterns simultaneously, you may use maps, flow charts, organizational charts and matrices to illustrate the comparisons graphically. The outcome of an ethnographic study is a narrative description of a culture.
In phenomenology, analysis aims to describe and interpret the meaning of an experience, often by identifying essential subordinate and major themes. You search for common themes featuring within an interview and across interviews, sometimes involving the study participants or other experts in the analysis process. The outcome of a phenomenological study is a detailed description of themes that capture the essential meaning of a ‘lived’ experience.
Grounded theory generates a theory that explains how a basic social problem that emerged from the data is processed in a social setting. Grounded theory uses the ‘constant comparison’ method, which involves comparing elements that are present in one data source (e.g., an interview) with elements in another source, to identify commonalities. The steps in the analysis are known as open, axial and selective coding. Throughout the analysis, you document your ideas about the data in methodological and theoretical memos. The outcome of a grounded theory study is a theory.
Descriptive generic qualitative research is defined as research designed to produce a low inference description of a phenomenon [ 12 ]. Although Sandelowski maintains that all research involves interpretation, she has also suggested that qualitative description attempts to minimize inferences made in order to remain ‘closer’ to the original data [ 12 ]. Descriptive generic qualitative research often applies content analysis. Descriptive content analysis studies are not based on a specific qualitative tradition and are varied in their methods of analysis. The analysis of the content aims to identify themes, and patterns within and among these themes. An inductive content analysis [ 11 ] involves breaking down the data into smaller units, coding and naming the units according to the content they present, and grouping the coded material based on shared concepts. They can be represented by clustering in treelike diagrams. A deductive content analysis [ 11 ] uses a theory, theoretical framework or conceptual model to analyse the data by operationalizing them in a coding matrix. An inductive content analysis might use several techniques from grounded theory, such as open and axial coding and constant comparison. However, note that your findings are merely a summary of categories, not a grounded theory.
Analysis software can support you to manage your data, for example by helping to store, annotate and retrieve texts, to locate words, phrases and segments of data, to name and label, to sort and organize, to identify data units, to prepare diagrams and to extract quotes. Still, as a researcher you would do the analytical work by looking at what is in the data, and making decisions about assigning codes, and identifying categories, concepts and patterns. The computer assisted qualitative data analysis (CAQDAS) website provides support to make informed choices between analytical software and courses: http://www.surrey.ac.uk/sociology/research/researchcentres/caqdas/support/choosing . See Box 5 for further reading on qualitative analysis.
Ethnography | • Atkinson P, Coffey A, Delamount S, Lofland J, Lofmand L. Handbook of ethnography. Sage: Thousand Oaks (CA); 2001. • Spradley J. The ethnographic interview. Holt Rinehart & Winston: New York (NY); 1979. • Spradley J. Participant observation. Holt Rinehart & Winston: New York (NY); 1980. |
Phenomenology | • Colaizzi PF. Psychological research as the phenomenologist views it. In: Valle R, King M, editors. Essential phenomenological alternative for psychology. New York (NY): Oxford University Press; 1978. p. 41-78. • Smith J.A, Flowers P, Larkin M. Interpretative phenomenological analysis. Theory, method and research. Sage: London; 2010. |
Grounded theory | • Charmaz K. Constructing grounded theory. 2nd ed. Sage: Thousand Oaks (CA); 2014. • Corbin J, Strauss A. Basics of qualitative research. Techniques and procedures for developing grounded theory. Sage: Los Angeles (CA); 2008. |
Content analysis | • Elo S, Kääriäinen M, Kanste O, Pölkki T, Utriainen K, Kyngäs H. Qualitative Content Analysis: a focus on trustworthiness. Sage Open 2014: 1–10. DOI: 10.1177/2158244014522633. • Elo S. Kyngäs A. The qualitative content analysis process. J Adv Nurs. 2008; 62: 107–115. • Hsieh HF. Shannon SE. Three approaches to qualitative content analysis. Qual Health Res. 2005; 15: 1277–1288. |
The next and final article in this series, Part 4, will focus on trustworthiness and publishing qualitative research [ 13 ].
The authors thank the following junior researchers who have been participating for the last few years in the so-called ‘Think tank on qualitative research’ project, a collaborative project between Zuyd University of Applied Sciences and Maastricht University, for their pertinent questions: Erica Baarends, Jerome van Dongen, Jolanda Friesen-Storms, Steffy Lenzen, Ankie Hoefnagels, Barbara Piskur, Claudia van Putten-Gamel, Wilma Savelberg, Steffy Stans, and Anita Stevens. The authors are grateful to Isabel van Helmond, Joyce Molenaar and Darcy Ummels for proofreading our manuscripts and providing valuable feedback from the ‘novice perspective’.
The authors report no conflicts of interest. The authors alone are responsible for the content and writing of the paper.
Examples: State University, [email protected]
You may have access to the free features available through My Research. You can save searches, save documents, create alerts and more. Please log in through your library or institution to check if you have access.
If you log in through your library or institution you might have access to this article in multiple languages.
Styles include MLA, APA, Chicago and many more. This feature may be available for free if you log in through your library or institution.
You may have access to it for free by logging in through your library or institution.
You may have access to different export options including Google Drive and Microsoft OneDrive and citation management tools like RefWorks and EasyBib. Try logging in through your library or institution to get access to these tools.
No items selected.
Please select one or more items.
Select results items first to use the cite, email, save, and export options
[[missing key: loading-pdf-error]] [[missing key: loading-pdf-link]]
Nitel araştırmaların çoğalmasıyla beraber nitel araştırmacının sorumluluklarının da vurgulanması gündeme gelmektedir. Nitel araştırmacının nicel araştırmacıdan farklı rol ve sorumluluklara sahip olması beklenmektedir. Nitel araştırmanın etkin ve yararlı olması büyük ölçüde araştırmacının becerisine bağlıdır. Çünkü nicelden farklı olarak nitel araştırmalarda; araştırmacı sadece veri toplayıp çeşitli yöntemlerle analiz edip raporlama yapmamakta; araştırmanın kurgusuna dahil olup, empati kurmakta kimi zaman katılımcılarla beraber olay ve olguları deneyimlemekte ve bu sayede kazandığı bakış açısıyla sonuçları yorumlamaktadır. Araştırmacı günlüklerinin önemi tam da bu noktada ortaya çıkmaktadır. Araştırmacı, veri kaynağı ve kendisini bir üst bakışla değerlendirme kanalı olarak araştırmacı günlüklerini kullanabilmektedir. Günlüklerin, araştırma sürecinin nasıl yaşandığının bir anlamda içsel sunumunu ortaya koymaları bakımından sürece ve ürüne yönelik katkıları bulunmaktadır. Araştırmacı, çalışmasının bağlamını yansıtabilmek adına günlüğündeki alıntıları kullanarak yaşanılanların aktarımında projeksiyon görevini gerçekleştirirken; günlüğün geçmişe yönelik analize tabi tutulabilecek ürün olması önemli bir yardımcıdır. Araştırmacı günlükleri betimsel detayları yansıtmasının ötesinde, nitel araştırmalarda önemli olan “inandırıcılık” kavramının sağlanmasında da çok önemli bir veri kaynağıdır. Bu araştırmada nitel çalışmalarda araştırmacı günlüklerinin önemi ve gerekliliği tartışılmaktadır.
Alternate abstract:
With the proliferation of qualitative research, the responsibilities of the qualitative researcher are also emphasized. The qualitative researcher is expected to have different roles and responsibilities than the quantitative researcher. The effectiveness and usefulness of qualitative research largely depend on the researcher's skill. Because, unlike quantitative, in qualitative research, the researcher does not only collect data but also analyzes and reports with various methods, participates in the construction of the research, empathizes, sometimes experiences events and phenomena with the participants and interprets the results from the perspective he has gained in this way. The importance of researcher diaries emerges at this point. The researcher can use the researcher's diaries as a data source and as a channel for self-evaluation. The diaries contribute to the process and the product by revealing an internal presentation of how the research process was experienced. In order to reflect the context of his/her work, the researcher uses the quotes from his/her diary while performing the projection task in the transfer of experiences; It is an important help that the diary is a product that can be subjected to retrospective analysis. Beyond reflecting descriptive details, researcher diaries are also a very important data source in providing the concept of "credibility", which is important in qualitative research. This study discusses the importance and necessity of researcher diaries in qualitative studies.
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
Researcher positionality generally refers to what researchers know and believe about the world around them and is shaped by their experiences in social and political contexts. A researcher’s positionality shapes their interpretations, understandings, and beliefs about their own research, but also about other’s research. Positionality, therefore, is achieved through the disclosure of one’s background and experiences, but also through reflexivity in which the researcher understands how this plays a role in the research design and process (Tufford & Newman, 2012; Relles, 2016). “A researcher's background and position will affect what they choose to investigate, the angle of investigation, the methods judged most adequate for this purpose, the findings considered most appropriate, and the framing and communication of conclusions" (Malterud, 2001, p. 483-484). An important component of researcher positionality involves carefully identifying and articulating the nature of the relationship between the researcher and the research phenomenon, site, and participants.
Questions to consider in developing your own researcher perspective/positionality statement.
One Bear Place #97148 Waco, TX 76798-7148
(254) 710-6702
Ask a Question
Copyright © Baylor® University . All rights reserved.
Report It | Title IX | Mental Health Resources | Anonymous Reporting | Legal Disclosures
2 Altmetric
Valued living involves aligning one’s actions with one’s personal values, which can contribute to mental strength and psychological resilience. The present study aimed to examine the importance of living a valued life in maintaining mental strength, particularly during challenging times. In addition, it identifies the culturally relevant values that strengthen adults. Our study used both quantitative and qualitative methods. In the quantitative phase, 493 adults completed the following scales Valued Living Questionnaire (VLQ), Connor-Davidson Resilience Scale Short Form (CD-RISC-10), and Depression, Anxiety, and Stress Scale (DASS-21). We calculated Pearson’s product-moment correlation coefficient and used structural equation modeling (SEM) to conduct the path analysis. For the qualitative phase, we recruited 15 participants from a larger quantitative sample based on their scores obtained on administered scales and conducted in-depth interviews along with researcher’s journal and memos. Based on our quantitative findings, this study indicates that the concept of valued living serves as a mediating factor between psychological resilience and mental health outcomes. In our qualitative analysis, we identified certain values (e.g., acceptance, love, and goodwill) that serve to empower adults during challenging periods. The findings of this study are deemed to serve as a reference for the formulation and implementation of interventions intended to strengthen psychological resilience, from the viewpoints of both mental health specialists and psychological counselors.
This is a preview of subscription content, log in via an institution to check access.
Subscribe and save.
Price includes VAT (Russian Federation)
Instant access to the full article PDF.
Rent this article via DeepDyve
Institutional subscriptions
Valued living in daily experience: relations with mindfulness, meaning, psychological flexibility, and stressors.
Explore related subjects.
The data sets used in the study can be provided upon request to the corresponding author.
Ağırkan, M., & Kağan, M. (2017). Üniversite Öğrencilerinin Değer Yönelimleri Ile Psikolojik Dayanıklılık Düzeyleri Arasındaki İlişki. Erzincan Üniversitesi Eğitim Fakültesi Dergisi , 19 (3), 225–245. https://doi.org/10.17556/erziefd.335063
Article Google Scholar
Ahmadi, N., Ahmadi, F., Erbil, P., & Cetrez, Ö. A. (2016). Religious meaning-making coping in Turkey: A study among cancer patients. Illness Crisis & Loss , 27 (3), 190–208.
Ahmadi, F., Erbil, P., Ahmadi, N., & Cetrez, Ö. A. (2019). Religion, culture and meaning-making coping: A study among cancer patients in Turkey. Journal of Religion and Health , 58 , 1115–1124.
Article PubMed Google Scholar
Boer, D., & Fischer, R. (2013). How and when do personal values guide our attitudes and sociality? Explaining cross-cultural variability in attitude-value linkages. Psychological Bulletin , 139 (5), 1113–1147. https://doi.org/10.1037/a0031347
Bojanowska, A., & Piotrowski, K. (2021). Two levels of personality: Temperament and values and their effects on hedonic and eudaimonic well-being. Current Psychology , 40 , 1185–1193. https://doi.org/10.1007/s12144-018-0043-0
Campbell-Sills, L., & Stein, M. B. (2007). Psychometric analysis and refinement of the Connor–Davidson Resilience Scale (CD-RISC): Validation of a 10-item measure of resilience. Journal of Traumatic Stress: Official Publication of the International Society for Traumatic Stress Studies , 20 (6), 1019–1028. https://doi.org/10.1002/jts.20271
Carvalho, S. A., Xavier, A., Gillanders, D., Pinto-Gouveia, J., & Castilho, P. (2021). Rumination and valued living in women with chronic pain: How they relate to the link between mindfulness and depressive symptoms. Current Psychology , 40 , 1411–1419. https://doi.org/10.1007/s12144-018-0052-z
Ceary, C. D., Donahue, J. J., & Shaffer, K. (2019). The strength of pursuing your values: Valued living as a path to resilience among college students. Stress and Health , 35 (4), 532–541. https://doi.org/10.1002/smi.2886
Çekici, F., Aydın-Sünbül, Z., Malkoç, A., Aslan-Gördesli, M., & Arslan, R. (2018). Değer Odaklı Yaşam Ölçeği: Türk kültürüne uyarlama, geçerlik ve güvenirlik çalışması. Electronic Turkish Studies , 13 (19), 459–471. https://doi.org/10.7827/TurkishStudies.14094
Cénat, J. M., Kouamou, L. N., Farahi, S. M. M. M., Darius, W. P., Dalexis, R. D., Charles, M., & Kogan, C. S. (2022). Perceived racial discrimination, psychosomatic symptoms, and resilience among black individuals in Canada: A moderated mediation model. Journal of Psychosomatic Research , 163 , 111053. https://doi.org/10.1016/j.jpsychores.2022.111053
Chow, K. M., Tang, W. K. F., Chan, W. H. C., Sit, W. H. J., Choi, K. C., & Chan, S. (2018). Resilience and well-being of university nursing students in Hong Kong: A cross-sectional study. BMC Medical Education , 18 (1), 1–8. https://doi.org/10.1186/s12909-018-1119-0
Connor, K. M., & Davidson, J. R. T. (2003). Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC). Depression and Anxiety , 18 , 76–82. https://doi.org/10.1002/da.10113
Cooley, S. J., Quinton, M. L., Holland, M. J. G., Parry, B. J., & Cumming, J. (2019). The experiences of homeless youth when using strengths profiling to identify their character strengths. Frontiers in Psychology , 10 , 1–16. https://doi.org/10.3389/fpsyg.2019.02036
Corbin, J., & Strauss, A. (2015). Basics of qualitative research: Techniques and procedures for developing grounded theory (4th ed.). SAGE.
Google Scholar
Creswell, J. W., & Plano-Clark, V. L. (2007). Designing and conducting mixed methods research (1th ed.). SAGE.
Creswell, J. W., & Plano-Clark, V. L. (2011). Designing and conducting mixed methods research (2nd ed.). SAGE.
Creswell, J. W., & Plano-Clark, V. L. (2018). Designing and conducting mixed methods research (3rd ed.). SAGE.
Cross, S. E. (1995). Self-construals, coping, and stress in cross-cultural adaptation. Journal of Cross-cultural Psychology , 26 (6), 673–697.
Deng, J., Zhou, R., & Yan, L. (2019). The relationship between conscience and subjective well-being among junior high school students: Mediator role of social support. Advances in Psychology , 9 (7), 1230–1239. https://doi.org/10.12677/ap.2019.97151
Eldem, E. (2013). Istanbul as a cosmopolitan city. In A. Quayson, & G. Daswani (Eds.), A companion to diaspora and transnationalism (pp. 212–230). Blackwell.
Chapter Google Scholar
EVS/WVS. (2022). European Values Study and World Values Survey: Joint EVS/WVS 2017–2022 Dataset (Joint EVS/WVS). JD Systems Institute & WVSA. Dataset Version 4.0.0. https://www.worldvaluessurvey.org/WVSEVSjoint2017.jsp
Färber, F., & Rosendahl, J. (2018). The association between resilience and mental health in the somatically ill: A systematic review and meta-analysis. Deutsches Ärzteblatt International , 115 (38), 621–627. https://doi.org/10.3238/arztebl.2018.0621
Article PubMed PubMed Central Google Scholar
Farnsworth, J. K., Drescher, K. D., Evans, W., & Walser, R. D. (2017). A functional approach to understanding and treating military-related moral injury. Journal of Contextual Behavioral Science , 6 (4), 391–397. https://doi.org/10.1016/j.jcbs.2017.07.003
Fischer, A. H., & Manstead, A. S. R. (2000). The relation between gender and emotions in different cultures. In A. Fischer (Ed.), Gender and emotion: Social psychological perspectives (pp. 71–94). Cambridge University Press.
Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist , 56 (3), 218. https://doi.org/10.1037//0003-066x.56.3.218
Gentili, C., Rickardsson, J., Zetterqvist, V., Simons, L. E., Lekander, M., & Wicksell, R. K. (2019). Psychological flexibility as a resilience factor in individuals with chronic pain. Frontiers in Psychology , 10 , 1–11. https://doi.org/10.3389/fpsyg.2019.02016
Greene, J. C. (2007). Mixed methods in social inquiry . Jossey-Bass.
Hall, N. A., Everson, A. T., Billingsley, M. R., & Miller, M. B. (2021). Moral injury, mental health and behavioural health outcomes: A systematic review of the literature. Clinical Psychology & Psychotherapy , 29 (1), 92–110. https://doi.org/10.1002/cpp.2607
Hanel, P. H., Maio, G. R., Soares, A. K., Vione, K. C., de Holanda Coelho, G. L., Gouveia, V. V., & Manstead, A. S. (2018). Cross-cultural differences and similarities in human value instantiation. Frontiers in Psychology , 9 , 366179. https://doi.org/10.3389/fpsyg.2018.00849
Hayes, S. C. (2005). Get out of your mind and into your life: The new acceptance and commitment therapy . New Harbinger.
Hofstede, G., Hofstede, G. J., & Minkov, M. (2010). Cultures and organizations: Software of the mind (3rd ed.). Mc Graw-Hill.
Howell Smith, M. C., Babchuk, W. A., Stevens, J., Garrett, A. L., Wang, S. C., & Guetterman, T. C. (2020). Modeling the use of mixed methods–grounded theory: Developing scales for a new measurement model. Journal of Mixed Methods Research , 14 (2), 184–206. https://doi.org/10.1177/155868981987259
Kaya, F., & Odacı, H. (2021). Connor-Davidson Psikolojik Sağlamlık ölçeği kısa Formu: Türkçe’ye uyarlama, geçerlik ve güvenirlik çalışması. HAYEF: Journal of Education , 17 (2), 38–54. https://doi.org/10.5152/hayef.2021.20029
Kim, H. Y. (2013). Statistical notes for clinical researchers: Assessing normal distribution (2) using skewness and kurtosis. Restorative Dentistry & Endodontics , 38 (1), 52–54. https://doi.org/10.5395/rde.2013.38.1.52
Kuhar, M., & Zager Kocjan, G. (2022). Adverse childhood experiences and somatic symptoms in adulthood: A moderated mediation effects of disturbed self-organization and resilient coping. Psychological Trauma: Theory Research Practice and Policy , 14 (8), 1288–1298. https://doi.org/10.1037/tra0001040
Kuzulugil, Ş. (2010). A classification of Turkish cultural values . ICSS 2010 Proceedings.
Lazarus, R. S. (2000). Toward better research on stress and coping. American Psychological Association , 55 (6), 665–673. https://doi.org/10.1037/0003-066X.55.6.665
Lijadi, A. A. (2019). W hat are universally accepted human values that define ‘a good life’? Historical perspective of value theory. IIASA Working Paper . IIASA.
Lipowski, Z. J. (1988). Somatization: The concept and its clinical application. American Journal of Psychiatry , 145 (11), 1358–1368.
Lovibond, P. F., & Lovibond, S. H. (1995). The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and anxiety inventories. Behaviour Research and Therapy, 33 (3), 335–343.
Maercker, A., Zhang, X. C., Gao, Z., Kochetkov, Y., Lu, S., Sang, Z., & Margraf, J. (2015). Personal value orientations as mediated predictors of mental health: A three-culture study of Chinese, Russian, and German university students. International Journal of Clinical and Health Psychology , 15 (1), 8–17. https://doi.org/10.1016/j.ijchp.2014.06.001
Martin, F., & Oliver, T. (2019). Behavioral activation for children and adolescents: A systematic review of progress and promise. European Child & Adolescent Psychiatry , 28 , 427–441. https://doi.org/10.1007/s00787-018-1126-z
Masten, A. S. (2014). Ordinary magic: Resilience in development . Guilford.
Miller, J. G. (1997). Cultural conceptions of duty. In D. Munro, J. E. Schumaker, & S. C. Carr (Eds.), Motivation and culture (pp. 178–192). Routledge.
Miller, A. N., & Orsillo, S. M. (2020). Values, acceptance, and belongingess in graduate school: Perspectives from underrepresented minority students. Journal of Contextual Behavioral Science , 15 , 197–206. https://doi.org/10.1016/j.jcbs.2020.01.002
Motti-Stefanidi, F. (2018). Resilience among immigrant youth: The role of culture, development and acculturation. Developmental Review , 50 , 99–109. https://doi.org/10.1016/j.dr.2018.04.002
Ostermann, M., Huffziger, S., Kleindienst, N., Mata, J., Schmahl, C., Beierlein, C., & Lyssenko, L. (2017). Realization of personal values predicts mental health and satisfaction with life in a German population. Journal of Social and Clinical Psychology , 36 (8), 651–674. https://doi.org/10.1521/jscp.2017.36.8.651
Özcan, B., & Bulus, M. (2022). Protective factors associated with academic resilience of adolescents in individualist and collectivist cultures: Evidence from PISA 2018 large scale assessment. Current Psychology , 41 (4), 1740–1756. https://doi.org/10.1007/s12144-022-02944-z
Özgen, N. (2015). Demographic development and some cultural characteristics of Anatolian Circassians. In E. Efe, M. Ayışığı, Ö. Düzbakar, & M. Arslan (Eds.), Turkey at the Beginning of 21st Century: Past and present (pp. 394–422). St. Kliment Ohridski University Press Sofia.
Patterson, J. H., Collins, L., & Abbott, G. (2004). A study of teacher resilience in urban schools. Journal of Instructional Psychology , 31 (1), 3–11.
Peterson, C., & Seligman, M. E. (2004). Character strengths and virtues: A handbook and classification . Oxford University Press.
Plumb, J. C., Stewart, I., Dahl, J., & Lundgren, T. (2009). In search of meaning: Values in modern clinical behavior analysis. The Behavior Analyst , 32 , 85–103. https://doi.org/10.1007/BF03392177
Ran, L., Wang, W., Ai, M., Kong, Y., Chen, J., & Kuang, L. (2020). Psychological resilience, depression, anxiety, and somatization symptoms in response to COVID-19: A study of the general population in China at the peak of its epidemic. Social Science & Medicine , 262 , 113261. https://doi.org/10.1016/j.socscimed.2020.113261
Ruiz, F. J., Suárez-Falcón, J. C., Segura‐Vargas, M. A., & ve Gil‐Luciano, B. (2021). Psychometric properties of the Spanish version of the Valuing Questionnaire in Colombian clinical and nonclinical samples. Journal of Clinical Psychology , 78 (2), 233–248. https://doi.org/10.1002/jclp.23212
Sahare, P., & Kotnala, A. (2022). Effectiveness of spiritual augmented psychotherapy on resilience and conscience on juvenile delinquents. Yoga Mimamsa , 54 (2), 56–61. https://doi.org/10.4103/ym.ym_124_22
Schwartz, S. H. (2012). An overview of the Schwartz theory of basic values. Online Readings in Psychology and Culture , 2 (1), 2307–0919. https://doi.org/10.9707/2307-0919.1116
Sebre, S., Miltuze, A., & Bite, I. (2014). Resilience in relation to self-direction values and anxious/depressed symptoms across the life span. Poster session presentation at the meeting of the 16th European Conference on Developmental Pscyhology, Switzerland .
Shim, M., Johnson, B., Bradt, J., & Gasson, S. (2021). A mixed methods–grounded theory design for producing more refined theoretical models. Journal of Mixed Methods Research , 15 (1), 61–86. https://doi.org/10.1177/1558689820932311
Siegmann, P., Teismann, T., Fritsch, N., Forkmann, T., Glaesmer, H., Zhang, X. C., & Margraf, J. (2018). Resilience to suicide ideation: A cross-cultural test of the buffering hypothesis. Clinical Psychology & Psychotherapy , 25 (1), e1–e9. https://doi.org/10.1002/cpp.2118
Skevington, S. M., & The WHOQOL SRPB Group. (2020). Is culture ımportant to the relationship between quality of life and resilience? Global ımplications for preparing communities for environmental and health disasters. Frontiers in Psychology , 11 , 1492. https://doi.org/10.3389/fpsyg.2020.01492
Tajul Ariffin, A. H., Khaiyom, A., J. H., & Md Rosli, A. N. (2022). Islam, Iman, and Ihsan: The role of religiosity on quality of life and mental health of muslim undergraduate students. IIUM Medical Journal Malaysia , 21 (3), 146–154. https://doi.org/10.31436/imjm.v21i3
Tanyu, M., Spier, E., Pulizzi, S., Rooney, M., Sorenson, I., & Fernandez, J. (2020). Improving education outcomes for students who have experienced trauma and/or adversity. OECD Education Working Papers , 242 . https://doi.org/10.1787/54d45980-en
Teddlie, C., & Tashakkori, A. (2009). Foundations of mixed methods research: Integrating quantitative and qualitative approaches in the social and behavioral sciences . Sage.
Triandis, H. C. (2001). Individualism-collectivism and personality. Journal of Personality , 69 (6), 907–924. https://doi.org/10.1111/1467-6494.696169
Tunç, H., Morris, P. G., Kyranides, M. N., McArdle, A., McConachie, D., & Williams, J. (2023). The relationships between valued living and depression and anxiety: A systematic review, meta -analysis, and metaregression. Journal of Contextual Behavioral Science , 28 , 102–126. https://doi.org/10.1016/j.jcbs.2023.02.004
Ungar, M., Liebenberg, L., & Brown, M. (2005). The International resilience project. In M. Ungar (Eds.), Handbook for working with children and youth: Pathways to resilience across cultures and contexts (pp. 211–229). Sage.
Ungar, M., & Theron, L. (2020). Resilience and mental health: How multisystemic processes contribute to positive outcomes. The Lancet Psychiatry, 7 (5), 441–448. https://doi.org/10.1016/S2215-0366(19)30434-1
Ungar, M., Theron, L., Murphy, K., & Jefferies, P. (2021). Researching multisystemic resilience: A sample methodology. Frontiers in Psychology , 11 , 607994. https://doi.org/10.3389/fpsyg.2020.607994
Williams, K. E., Ciarrochi, J., & Heaven, P. C. (2015). Relationships between valued act ion and well-being across the transit ion from high school to early adulthood. The Journal of Positive Psychology , 10 (2), 127–140. https://doi.org/10.1080/17439760.2014.920404
Wilson, K. G., & Murrell, A. R. (2004). Values work in acceptance and commitment therapy: Setting a course for behavioral treatment. In S. C. Hayes, V. M. Folette, & M. Linehan (Eds.), Mindfulness and acceptance: Expanding the cognitive behavioral tradition (Vol. 151, p. 120). Guilford Press.
World Population Review (2024). Religion by country 2024 . Retrieved July 11, 2024, from https://worldpopulationreview.com/country-rankings/religion-by-country
Wright, M. O. D., Masten, A. S., & Narayan, A. J. (2013). Resilience processes in development: Four waves of research on positive adaptation in the context of adversity. In S. Goldstein, & R. B. Brooks (Eds.), Handbook of Resilience in Children (pp. 15–37). Springer.
Xie, Q., & Wong, D. F. K. (2020). Culturally sensitive conceptualization of resilience: A multidimensional model of Chinese resilience. Transcultural Psychiatry , 58 (3), 323–334. https://doi.org/10.1177/1363461520951306
Yang, Y. (2020). Daily stressor, daily resilience, and daily somatization: The role of trait aggression. Personality and Individual Differences , 165 , 110141. https://doi.org/10.1016/j.paid.2020.110141
Yaşaroğlu, C. (2013). Türkiye’deki hayat bilgisi ile singapur’daki vatandaşlık ve ahlak eğitimi derslerinin değerler eğitimi bağlamında karşılaştırılması. Journal of Turkish Studies , 8 (8), 1453–1461.
Yeh, C. J., Arora, A. K., & Wu, K. A. (2006). A new theoretical model of collectivistic coping. In P. T. P. Wong, & L. C. J. Wong (Eds.), Handbook of multicultural perspectives on stress and coping (pp. 55–72). Springer.
Yıldırım, A., Boysan, M., & Kefeli, M. C. (2018). Psychometric properties of the Turkish version of the Depression anxiety stress Scale-21 (DASS-21). British Journal of Guidance & Counselling , 46 (5), 582–595. https://doi.org/10.1080/03069885.2018.1442558
Yılmaz, G. (2019). Being immigrant in a Conflict-Ridden Society. In G. Yılmaz, İ. D. Karatepe, & T. Tören (Eds.), Integration through Exploitation: Syrians in Turkey (pp. 11–127). Rainer Hampp.
Zümbül, S. (2021). Coping: A holistic review. İnönü University Journal of the Faculty of Education , 22 (1), 109–143. https://doi.org/10.17679/inuefd.688844
Download references
We thank all participating for their effort.
This research is not supported by any side.
Authors and affiliations.
Department of Psychology, Faculty of Economic Administrative and Social Sciences, Hasan Kalyoncu University, Havalimanı Yolu Üzeri 8. Km, Şahinbey/Gaziantep, Turkey
Feyza Topçu & Mehmet Dinç
You can also search for this author in PubMed Google Scholar
All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by [Feyza Topçu]. The first draft of the manuscript was written by [Feyza Topçu], [Mehmet Dinç] and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Correspondence to Feyza Topçu or Mehmet Dinç .
Ethics approval and consent to participate.
This study was performed in line with the principles of the Declaration of Helsinki. The present study was approved by the Hasan Kalyoncu University Graduate Education Institute Ethics Committee.
Informed consent was obtained from all individual participants included in the study.
Competing interests.
The authors have no conflicts of interest to declare that are relevant to the content of this article.
Publisher’s note.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Below is the link to the electronic supplementary material.
Rights and permissions.
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
Reprints and permissions
Topçu, F., Dinç, M. Psychological resilience and valued living in difficult times: mixed method research in cultural context. Curr Psychol (2024). https://doi.org/10.1007/s12144-024-06552-x
Download citation
Accepted : 11 August 2024
Published : 12 September 2024
DOI : https://doi.org/10.1007/s12144-024-06552-x
Anyone you share the following link with will be able to read this content:
Sorry, a shareable link is not currently available for this article.
Provided by the Springer Nature SharedIt content-sharing initiative
IMAGES
VIDEO
COMMENTS
For example, many qualitative researchers practice mindfulness meditation as a means to become aware when their thoughts are about previous knowledge rather than open and receptive to the information from the participant. Role of Researcher: Developing Competence in Methods. Many novice researchers think they are competent to do qualitative ...
research especially for beginner researcher who need prestructured frames. All in all, the notion of objectivity remains a piece of qualitative research (Krick et al. 1986), situated as a ...
In the theater of qualitative research, we find a whole world of understanding life, meaning, interaction, and communication—all of which are core to the purpose of qualitative researcher and the quest to become a better researcher. The reflexive role can enhance knowledge of self, purpose, and ability to connect with participants.
The role of the researcher in qualitative research is to attempt to access the thoughts and feelings of study participants. This is not an easy task, as it involves asking people to talk about things that may be very personal to them. ... Examples of Qualitative Research in Pharmacy Practice. Farrell B, Pottie K, Woodend K, Yao V, Dolovich L ...
Examples of Researcher Roles in Qualitative Studies. In qualitative studies, the researcher plays several essential roles that shape the research outcomes. Firstly, the researcher often acts as a facilitator during interviews or focus groups, creating a comfortable environment that encourages participants to share their thoughts candidly ...
While many books and articles guide various qualitative research methods and analyses, there is currently no concise resource that explains and differentiates among the most common qualitative approaches. We believe novice qualitative researchers, students planning the design of a qualitative study or taking an introductory qualitative research course, and faculty teaching such courses can ...
1 Robert E. Stake, in Qualitative Research: Studying How Things Work, tells us that "because qualitative research is interpretive, the researcher must always filter observations, data, and analysis through her own experiences and knowledge. And in this way, Stake argues that positionality must be considered for all researchers. Even quantitative
Those unfamiliar with qualitative research may assume that "anyone" can interview, observe, or facilitate a focus group; however, it is important to recognize that the quality of data collected through qualitative methods is a direct reflection of the skills and competencies of the researcher. 13 The hardest thing to do during an interview ...
In order to delve deeper into methodologically important aspects of the researcher role in qualitative health research, it was deemed important that all the group participants were anchored in health science and experienced in traditions in which qualitative approaches are highly valued. ... The next case reveals examples of researcher ...
Revised on September 5, 2024. Qualitative research involves collecting and analyzing non-numerical data (e.g., text, video, or audio) to understand concepts, opinions, or experiences. It can be used to gather in-depth insights into a problem or generate new ideas for research. Qualitative research is the opposite of quantitative research, which ...
The Epistemic Competence of the Researcher is a critical success factor for ethical, rigorous, and creative research performance, but it requires a deep epistemological and methodological mastery, however, the current scientific literature has not yet achieved a conceptual arrangement, that allows researchers and educators to have a comprehensive theoretical framework for a holistic ...
qualitative research professor. I was positive that I would design a quantitative research study but the qualitative courses in the program highlighted the merits of qualitative research. Dr. Cozza and Ms. Rosaria Cimino, thanks for the advisement support. To all the Ed.D. candidates that I encountered on my academic journey, especially my
Return to Article Details The Role of the Researcher in the Qualitative Research Process. A Potential Barrier to Archiving Qualitative Data
3.7 Role of the researcher in qualitative research: Creswell (2014) highlights significant responsibilities in the role of qualitative researcher. This role is not limited to the planning stage or data collection process, but involves each step of the study. The researcher needs to be aware of the different subjective realities addressed by ...
FQS 1(3), Art. 4, Anne Sofia Fink: The Role of the Researcher in the Qualitative Research Process. A Potential Barrier to Archiving Quali tative Data Ad II: Control of who is given material
This article is the third paper in a series of four articles aiming to provide practical guidance to qualitative research. In an introductory paper, we have described the objective, nature and outline of the Series . Part 2 of the series focused on context, research questions and design of qualitative research . In this paper, Part 3, we ...
fl. representation, investigation, and excavation, and use theater arts as a mode and method of instruction for the researcher as actor in the theater of qualitative research. The role of the researcher is aptly termed in qualitative studies in that the researcher is the instrument, playing a part in a scene.
Abstract. Qualitative research relies on nuanced judgements that require researcher reflexivity, yet reflexivity is often addressed superficially or overlooked completely during the research process. In this AMEE Guide, we define reflexivity as a set of continuous, collaborative, and multifaceted practices through which researchers self ...
3. CHAPTER 3. RCH METHODOLOGY3.1 IntroductionThis Chapter presents the de. It provides. d in undertaking this research aswell as a justifi. on for the use of this method. lection of participants, the datacollection process. nd the process of data analysi. . The Chapter also discusses therole of the researcher in qualitative re.
The qualitative researcher is expected to have different roles and responsibilities than the quantitative researcher. The effectiveness and usefulness of qualitative research largely depend on the researcher's skill. Because, unlike quantitative, in qualitative research, the researcher does not only collect data but also analyzes and reports ...
A researcher's positionality shapes their interpretations, understandings, and beliefs about their own research, but also about other's research. Positionality, therefore, is achieved through the disclosure of one's background and experiences, but also through reflexivity in which the researcher understands how this plays a role in the ...
Hence, the main objective of this article is to highlight philosophical and methodological considerations of leading an interpretive phenomenological study with respect to the qualitative research paradigm, researcher's stance, objectives and research questions, sampling and recruitment, data collection, and data analysis.
The qualitative phase played a crucial role in explaining which values are involved in this process, as value-oriented life mediated the relationship between psychological resilience and mental health. ... As part of the research, the researcher prepared a list of open-ended and semi-structured interview questions to gather information about ...
This project explores the role of theory in qualitative research and presents an overview of different approaches to theory. ... researchers have differed in their views of how theory should be incorporated in qualitative research. Although researchers may be familiar with many of these differing views, our purpose here is to put forth some of ...