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International Journal of
            Population Studies                                                 Australia’s Knitting Nannas lifelong learning



            2.2. Case study methodology                        2.3. Research strategies: A sequential mixed

            Constituted by a number of groups in approximately   methods case study with a developmental design
            40 locations,  KNAG is a “multisite bounded system”   The research strategy used a sequential mixed methods
            (Merriam, 2014, p.  49). A  mixed-method descriptive   study with a developmental design, where “analysis of
            case study of their network was conducted to understand   preliminary data informs and/or initiates the development
            the women’s informal learning processes. This approach   of a subsequent data collection” (Bazeley, 2018, p.  73;
            has  proven  effective  in educational research  involving   Onghena et al., 2019).). The study started with a quantitative
            complex social elements, multiple variables, and a need   and qualitative survey, which was then  expanded on
            for rich description (Merriam, 2014). Learning within   through purposive sampling of interviewees and social
            social movements is characterized by complex, dynamic,   media data.
            and “messy” processes that constantly shift between   An initial draft questionnaire was developed based
            the individual and the collective (Kluttz & Walter,   on analysis of the documentary  Knitting Nannas (Larri
            2018, p.  96-97). It is “multi-site” because the network   & Newlands, 2017; O’Keefe & Brown, 2014), the KNAG
            is comprised of a membership of older women within   website, and researcher observation of KNAG members at
            a  range  of  geographically  located  subgroups  known  as   the 2016 KNAG Annual Conference (Chinchilla, August
            loops. All research participants were active members of   26–28, 2016). Getting to know KNAG culture contributed
            the KNAG at the time of the research.
                                                               to the construction of interview and survey questions in
              Both qualitative and quantitative data were collected   ways meaningful to the Nannas themselves.
            through primary sources, including written (online)
            survey data, interviews, and document analysis of social   2.3.1. Mixed methods
            media in the public domain (Facebook posts, digital videos,   There has been substantive literature addressing the
            emails, and e-news bulletins). The research was approved   incompatibility of mixing quantitative and qualitative
            by the Human Research Ethics Committee at James Cook   research methods. This contention stems from the different
            University.                                        ontological and epistemological traditions inherent in each

              To obtain ethics approval from the university, I   method, which led to the “paradigm wars” of the late 1980s
            ensured that all participants surveyed or interviewed were   and early 1990s (Bazeley, 2018, p. 5). Mixed methods have
            deidentified. Each woman signed a consent form, which   since gained acceptance as “a third major approach to
            included agreement of the following terms:         social science research” (Bazeley, 2018, p. 5). Aligning with
                                                               the objective of a descriptive case study, Onghena  et  al.
               “The information collected will be specially coded so   (2019, p.  463) promote mixed methods for researchers
               that you cannot be personally identified. Your responses   aiming  for  a  rich  narrative  case  study  that  integrates
               and contact details will be strictly confidential. The data   qualitative case study with statistical analysis, thus adding
               and any visual or audio recordings from the study will   “narrative flesh.” Bazeley (2018) contends that there is
               be used for data analysis only. The results of the study   no universally agreed-upon definition of mixed methods
               will be used for academic purposes such as research   research.  Methodological and temporal triangulation
               publications  and  conference  presentations.  You  will   was employed through the use of multiple data methods
               not be identified in any way in these publications   from 2017 to 2020. Validity and reliability were ensured
               unless you specifically agree.”                 within each data collection strategy to the extent possible.
              Survey respondents are referred to as “S,” followed by   Validity or legitimation in mixed methods research (Check
            their unique respondent number. Each interviewee chose   & Schutt, 2011; Cohen et al., 2011) was enhanced by: (i)
            a pseudonym based on women they admired, which I have   Sample integration using the same sample to enable high
            consistently used throughout my writings.          quality inferences from data, such as selecting interviewees
              The  content  analysis  of social  media  in  the  public   from the original survey sample; (ii) multiple strategies
            domain from 2012 to 2020 included Facebook posts,   to ensure validity within each type of quantitative and
            digital videos, emails, and e-news bulletins. The collection   qualitative data gathered; and (iii) cross-referencing details
            and analysis focused on confirming, challenging, and   from survey findings with interviewees, referring between
            triangulating findings from all sources. The Association   interviewees, and asking interviewees to reflect on the
            of Internet Researchers (Markham & Buchanan, 2012)   practices of others, drawing from their experiences.
            provided the ethical guidelines for conducting social   The  research  approach  drew on  a  post-positivist
            media research, and quotes from Facebook and other   framework, using objective data triangulated with
            social media were anonymized.                      descriptive  phenomenology  gained  from  the  subjective


            Volume 10 Issue 2 (2024)                        6                          https://doi.org/10.36922/ijps.381
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