Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

Please note that all times are shown in the time zone of the conference. The current conference time is: 17th May 2024, 04:14:15am GMT

 
 
Session Overview
Session
22 SES 09 D
Time:
Thursday, 24/Aug/2023:
9:00am - 10:30am

Session Chair: Erik Straume Bussesund
Location: Adam Smith, 711 [Floor 7]

Capacity: 35 persons

Paper Session

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Presentations
22. Research in Higher Education
Paper

Traditional Views on Equality and the Challenges of Diversity - the Finnish Case

Anne Laiho1, Minna Leinonen2

1University of Turku, Finland; 2University of Tampere, Finland

Presenting Author: Laiho, Anne

In Finland, structural, ideological and functional changes in universities have often been linked to the change in the University Act 2010. In line with the Modernisation Agenda, several New Public Management approaches have been applied to the activities of Finnish universities (de Boer & Enders 2017). Furthermore, international attractiveness has increasingly motivated university reforms, and the demand for internationalisation has challenged the national role of universities (Saarinen & Talas 2017).

This presentation is based on a research project Changing University and Equalities in Academic Work (Haapakorpi, Plamper, Tapanila, Jauhiainen, Laiho, Leinonen, Ylijoki & Jauhiainen 2023), which examined the tasks of university researchers and teachers in various positions, the conditions and possibilities of doing the work, and related changes. There is no established and shared definition of the concept of equality, it receives its content within a given time and context. Different actors – political and administrative actors or employees, for example – pay attention to the different meanings of equality and there is ongoing debate on the concept. (Kantola, Koskinen Sandberg & Ylöstalo, 2020) Equalities in academic work are intertwined not only with gender equality but also with age, social background, position, discipline, the possibility of attaching themselves to the university community and time resources.

The equality and non-discrimination work of universities is linked to national policies, legislation and international commitments. The promotion of equality at the university has traditionally meant actions aimed at individuals, especially women, but the individual perspective has shifted to structural and cultural factors. In international comparisons, progress on equality has been observed to slow down or halt (Tanhua 2020, 4). The Ministry of Education and Culture's report on the state of equality and diversity in Finnish higher education institutions noted, among other things, that women working in universities experience discrimination slightly more often than men, and ethnic minorities experience discrimination twice as often as ethnic Finns (Jousilahti, Tanhua, Paavola, Alanko, Kinnunen, Louvrier, Husu, Levola & Kilpi 2022).

In this presentation, we are interested in how representatives of the middle management of three case universities approach equality and non-discrimination in academic work and what challenges they talk about in terms of equality and non-discrimination. We also highlight the experience of international researchers and teachers in the field of equalities of academic work.


Methodology, Methods, Research Instruments or Sources Used
The interview material of the research project has been produced at three multidisciplinary universities in different stages of organisational change. Two faculties and two departments were selected from each university. In-depth interviews were conducted for researchers and teachers, and representatives of middle management. Furthermore, two focus-group discussions for international staff and two in-depth interviews for part-time teachers were carried out. (see Haapakorpi et al. 2022).

In this presentation, we use the interviews of middle management (n=10) and focus-group discussions of international academic staff (n=2). The interviews with middle management were conducted by video (Zoom) and they lasted from 30 minutes to 90 minutes. At first, the middle management interviews were aimed at getting acquainted with each university.  When the material began to become interesting and rich, interviews were collected in such a way that interviews met the criteria for qualitative material. Among other things, we asked the interviewees to share their own views and experiences, in addition to illustrating the situation of their own unit in relation to the university’s leadership in their role. The focus-group discussions of international staff were carried out in English. Group discussions focused on academic work and career development. At the beginning of each discussion theme, participants were given an argument that the group was asked to reflect on and share their own experiences with the theme.

In the first phase of analysis, the interviews were approached, using the principles of inductive thematic analysis. In the second phase of the analysis, interpretations of themes were elaborated with the help of the equality research literature and concepts.

Conclusions, Expected Outcomes or Findings
The middle management approached equalities in academic work most often from the traditional perspective of equality and non-discrimination work. Interviewees saw equality as an equal representation of the genders in the disciplines as well as in the different positions of academic work. Equality issues were also related to the planning of equality and non-discrimination work. Finnish gender equality and non-discrimination legislation obligates educational institutions to prepare a gender equality and non-discrimination plan to develop their activities. Some interviewees had experience in equality and non-discrimination work, and they saw it as part of their field of operations, but for some, it was more HR-driven action. In addition, the status of international staff and the language issue were raised in most interviews with the middle management.

International personnel appear to the middle management as people with the foreign background, mainly as researchers, who are trying to recruit to universities. What is more, international staff represents a diversity, which brings value to the university in the name of internationalisation.  The language policy and practices of the case universities were varied and unestablished. The middle management saw the Finnish and English language relationship and the use of it as a key problem of equality that requires a solution.

Language policy is an issue of inclusion: how can democracy and participation in decision-making and participation in the academic community be achieved if the worker does not understand the language. The experience of international staff highlighted uncertainty and the experience of inequality in access to information and decision-making. In addition, the lack of Finnish language skills can become an obstacle to career development or the application of Finnish funding. The lack of language skills may also affect the focus of international staff and their future plans on staying in Finland or going elsewhere.

References
de Boer, H. & Enders, J. 2017. Working in the Shadow of Hierarchy: Organisational Autonomy and Venues of External Influence in European Universities. In I.  Bleiklie, J.  Enders & B. Lepori (Eds.) Managing Universities. Policy and Organizational Change from a Western European Comparative Perspective. Cham: Palgrave Macmillan, 57–84.

Haapakorpi, A., Plamper, R.,Tapanila, K., Jauhiainen, A., Laiho, A., Leinonen, M., Ylijoki, O.-H. & Jauhiainen, A. 2023. Yliopiston muutos ja akateemisen työn tasa-arvot [Changing University and Equalities in Academic Work]. Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja 2023:3. https://julkaisut.valtioneuvosto.fi/handle/10024/164568

Jousilahti, J., Tanhua, I., Paavola, J-H., Alanko, L., Kinnunen, A., Louvrier, J., Husu, L., Levola, M. & Kilpi, J. 2022. KOTAMO Selvitys korkeakoulujen tasa-arvon, yhdenvertaisuuden ja monimuotoisuuden tilasta Suomess. [Report on the state of equality and diversity in Finnish higher education institutions]. Opetus- ja kulttuuriministeriön julkaisuja 2022:36. Helsinki: OKM. https://julkaisut.valtioneuvosto.fi/handle/10024/164426

Kantola, J., Koskinen Sandberg, P. & Ylöstalo, H. 2020. Johdanto. Tasa-arvopolitiikka muutoksessa. In J. Kantola, P. Koskinen Sandberg & H. Ylöstalo (Eds.) Tasa-arvopolitiikan suunnanmuutoksia. Talouskriisistä tasa-arvon kriiseihin [Changes in the equality policy. From the economic crisis to the crisis of equality]. Helsinki: Gaudeamus.

Saarinen, T. & Taalas, P. 2017. Nordic language policies for higher education and their multi-layered motivations. Higher Education, 73(4), 597–612. https://doi.org/10.1007/s10734-015-9981-8

Tanhua, I. 2020. Selvitys korkeakoulujen tasa-arvon ja yhdenvertaisuuden edistämisestä [Report on the promotion of gender equality and non-discrimination in higher
education institution ]. Opetus- ja kulttuuriministeriön julkaisuja 2020:20 https://julkaisut.valtioneuvosto.fi/handle/10024/162303


22. Research in Higher Education
Paper

How do Precariously Employed Academics Gain Permanent Employment?

Troy Heffernan1, Kathleen Smithers2

1University of Manchester, United Kingdom; 2Charles Sturt University, Australia

Presenting Author: Heffernan, Troy; Smithers, Kathleen

Current literature relating to academic employment suggests the academy is approaching a crossroads. There is evidence that the academy is reaching a period where a significant portion of staff intend to leave the profession within the next five years, which would seem to make way for new entrants into the workforce. However, casualisation of the academic workforce has steadily increased over the last two decades, resulting in fewer permanent academic staff positions. Sparked in part by long-term funding cuts occurring, despite student numbers increasing, and then the onset of the COVID-19 pandemic (Heffernan, 2022); a scenario has formed where a growth in casual labour practices is the norm (Crimmins, 2017). These academics are widely known as being precariously employed and may be known as ‘sessionals/teaching assistants’ (for teaching-related work) or ‘research assistants/fellows’ (for research-related work) and can be employed on contracts, sometimes ranging from hours through to fixed-term contracts that can extend from months to years. For the purposes of this paper, the term ‘precarious’ is used to include all academics employed on short-term and casual contracts (Mula et al., 2022). Similar to ‘tenured academics’ in the United States, some Australian academics have ‘continuing’ employment, while academics in Canada, Europe, and the United Kingdome have ‘permanent’ roles which denotes a degree of security and permanency to their positions. For the purposes of this paper, the term ‘permanent’ is used for academics in these roles.

Varying rates of casualisation exist with reports of between 16 to over 70 per cent of the academic workforce now engaged in casual employment or short-term contracts (Byers & Tani, 2014; Crimmins, 2017). While countries such as Canada and Finland have had a less pronounced oversupply of qualified candidates, the massification of doctoral programs means that the number of PhD holders seeking academic employment now outstrips available academic jobs in many countries (Heffernan, 2022). While figures differ between countries, institutional type (research vs teaching focused), and disciplinary areas, but in a majority of cases, the trend is that casual employment has increased at a time when the market continues to be flooded with graduates seeking academic employment (Heffernan, 2019).

One might have expected that academics leaving the profession due to retirement or other professional opportunities would have made way for sessional employees to gain permanent positions; but this has not proven to be the case. Instead, staff with permanent positions leaving the academy have been replaced by cheaper-to-employ workers on contract (Heffernan, 2020; Ryan et al., 2013). The COVID-19 pandemic has had further repercussions for the higher education sector. Although COVID’s impact differs between countries, institutions, and faculties, overall, the pandemic has driven universities into times of austerity. Blackmore (2020) highlights that though these levels of austerity are institution dependent, any form of financial downturn is often met with hiring practices that shift resources to cheaper forms of employment such as casual and contract staff. It has also been noted that COVID has not significantly altered the higher education employment landscape; but has exacerbated already existing trends for replacing continuing staff members with casual/contract workers; diminishing permanent positions, and increasing competition for permanent employment (Doidige & Doyle, 2020).


Methodology, Methods, Research Instruments or Sources Used
Institutional ethical approval was gained before the data generation process began via an online survey which was initially promoted through the researchers’ personal and professional networks, before snowball sampling and social media resulted in 109 participants from Australia, North America, and the United Kingdom. These locations were selected for analysis as they are often compared in higher education analysis due to their shared work environments for academics, and are areas of common academic migration (Teichler, 2015; Tremblay et al. 2014). Location data is provided as supplementary information as the key purpose of the paper is to examine the thought processes and understanding of individual academics, and to highlight the human element and personal consequences of academic networks. This is important because while factors such as publication track-records are often cited as key factors, networks are rarely discussed in the large-scale quantitative studies of academic employment.

The survey included 20 questions with 7 short-answer questions relating to the participants’ demographics, and the final 13 being mid-length answer questions (up to 300 words) about participants’ experiences with employment and the academic job market. It is acknowledged that there are limitations associated with open-ended survey questions, such as participants’ misunderstanding the question, or attempts to interpret the subtext of the researcher’s questions. The generation and analysis of the data was therefore guided by Punch’s (2013) argument that open-ended questions remain one of the most effective methods of sourcing data relating to lived experiences, and that issues relating to open-ended questions can be avoided if the questions relate to specific aspects of a topic as they did in this study.
 
The researchers were additionally aware of other known issues relating to data generated from online surveys such as low response rates and the potential of only attracting a particular participant demographic. However, this method was selected because recruitment via social media can achieve a number and diversity of participants that would not be achievable without substantial funds and research time (Kosinski et al., 2015); a scenario evident in this study as recruitment via social media gained participants from several countries and generated over 82,000 words of raw data.

Data were analysed using Braun and Clarke’s (2006) method of thematic analysis. This method was chosen as when working with qualitative data, thematic analysis provides a system by which to identify patterns in the responses relating to participants’ experiences and perspectives (Clarke & Braun, 2017).

Conclusions, Expected Outcomes or Findings
Perhaps of most importance, the re-evaluation of university hiring practices needs to continue. Bourdieu (1977) knew decades ago that meritocracy in the university was a myth, but this belief persists despite the university taking on more business-like approaches (Heffernan, 2020). This area of investigation is more important now than ever before because the clearer the function and landscape of the university becomes, the better understanding of the institution those operating within it will possess which will allow them to make more informed decisions about their career intensions.

Second, selection committees must be more conscious of network activity and advantages. As was made clear in the literature and via participant statements, applicants in strictly merit-based employment rounds maybe judged solely on their achievements, but it is crucial to be aware that individual achievements can originate from network activity. These achievements may not always be clear, but when they are, they must be considered.

Finally, it must also be accepted that network connections are a strategy for career establishment and progression. The importance of networks and networking must be more clearly established for both existing and hopeful academics. Providing those operating within institutions with more transparent understandings about the rules of the academic employment game, and allow them to make more informed decisions. A majority of participants spoke of entrepreneurial academics, who already possessed significant capital, and who used this capital to successfully pursue networks and network opportunities, to acquire even more capital and career success.

References
Blackmore, J. (2020). The carelessness of entrepreneurial universities in a world risk society: a feminist reflection on the impact of Covid-19 in Australia. Higher Education Research & Development, 39(7), 1332-1336.
https://doi.org/10.1080/07294360.2020.1825348

Bourdieu, P., & Passeron, J. C. (1977). Reproduction in society, education and culture (R. Nice, Trans.). Sage.

Byers, P., & Tani, M. (2014). Engaging or training sessional staff. Australian Universities’ Review, 56(1), 13-21.

Clarke, V., & Braun, V., (2017). Thematic analysis. The Journal of Positive Psychology, 12(3), 297-298. https://doi.org/10.1080/17439760.2016.1262613

Crimmins, G., Oprescu, F., & Nash, G. (2017). Three pathways to support the professional and career development of casual academics. International Journal for Academic Development, 22(2), 144-156.  https://doi.org/10.1080/1360144x.2016.1263962

Doidige, S. & Doyle, J. (2020). Australian universities in the age of Covid. Educational Philosophy and Theory, 1-7. https://doi.org/10.1080/00131857.2020.1804343

Heffernan, T. (2020) There’s No Career in Academia Without Networks’: Academic Networks and Career Trajectory. Higher Education Research and Development. https://doi.org/10.1080/07294360.2020.1799948  

Heffernan, T. (2022). Bourdieu and Higher Education: Life in the Modern University. Springer.

Heffernan, T. & Heffernan, A. (2019). The Academic Exodus: The Role of Institutional Support in Academics Leaving Universities and the Academy. Professional Development in Education, 45(1), 102-113. https://doi.org/10.1080/19415257.2018.1474491    

Kosinski, M., Matz, S., Gosling, S., Popov, V., & Stillwell, D. (2015). Facebook as a research tool for the social sciences: Opportunities, challenges, ethical considerations, and practical guidelines. American Psychologist, 70(6), 543-556.
https://doi.org/10.1037/a0039210

Mula, J., Rodriquez, C., Segovia, J., & Cruz0Gonzalez, C. (2022). Early career researchers' identity: A qualitative review. Higher Education Quarterly, 76(4), 786-799.
https://doi.org/10.1111/hequ.12348

Punch, K. (2013). Introduction to Social Research: Quantitative and Qualitative Approaches. SAGE.

Ryan, S., Burgess, J., Connell, J., & Groen, E. (2013). Casual Academic Staff in an Australian University: Marginalised and excluded. Tertiary Education and Management, 19(2), 161-175. https://doi.org/10.1080/13583883.2013.783617

Teichler, U. (2015). Academic Mobility and Migration: What We Know and What We Do Not Know. European Review, 23(1), 6-37. https://doi.org/10.1017/s1062798714000787

Tremblay, R., Hardwick, S., & O’Neill, J. (2014). Academic Migration at the Canada–US Border, American Review of Canadian Studies, 44(1), 118-134. http://dx.doi.org/10.1080/02722011.2014.885541


22. Research in Higher Education
Paper

Selecting for Equity in Doctoral Admissions

Bukola Oyinloye, Paul Wakeling

University of York, United Kingdom

Presenting Author: Oyinloye, Bukola; Wakeling, Paul

Although persons with graduate degrees increasingly occupy leadership positions, certain minoritised ethnicities remain underrepresented in these degrees, particularly at the doctoral level (Mateos‑González & Wakeling, 2021; Williams et al., 2019).

Evidence from a recent survey hints at possible challenges within candidate selection processes. In the 2021 UK Council of Graduate Education survey of doctoral research supervisors, only 38% of 3,435 of respondents had supervised a UK-domiciled ethnic minority candidate in recent years (UKCGE, 2021). Although 75% of respondents agreed that increasing candidate diversity would enhance their workplace research culture, only 11% included improving access to underrepresented candidates amongst their top three selection factors. On the one hand, this contention may highlight supervisors’ concerns around merit. On the other, it may indicate that supervisors lack knowledge about how to integrate equity and diversity considerations into selection practices or, as the survey itself suggests, institutional processes may not be conducive to doing so.

Potential modalities of integrating equity and diversity considerations are alluded to in the survey due to some supervisors’ identification of other, primarily non-cognitive, selection attributes, e.g., enthusiasm, motivation, etc. Evidence from the US which highlights equity issues with cognitive selection criteria such as the Graduate Record Examination imply the equity quotient of non-cognitive attributes (Michel et al., 2019; Miller et al., 2019). There is therefore greater scope to understand the range of attributes which contribute to doctoral success and how they do, particularly in the UK context and particularly from the perspectives of academics with substantive supervision experience. While much evidence around doctoral experiences focuses on the student-supervisor relationship or students’ perceptions of the factors contributing to their individual success (or lack thereof), relatively limited evidence exists specifically on the perspectives of academics who typically select and supervise students.

Among the few studies is that of Kyvik & Olsen (2014) from the Norwegian context (where doctoral candidates are considered staff) which suggests that doctoral success factors include the doctoral training system; programme and research environment; student characteristics; cultural and social context such as institutional prestige and norms and expectations; as well as the differences between diverse fields. From the Finnish context, supervisors’ views of factors contributing to the doctoral success included the social dimensions of the process and the student-supervisor relationship (Cornér et al. 2019). Offering a Europe-level view, Mantai & Marrone (2022) analyse over 13,000 cross-disciplinary PhD advertisements across different European countries to examine the desired skills, attributes and qualifications of doctoral students. The most desired criteria were degree and achievements (81% of adverts); communication (52%); research, i.e., research experience (45%); interpersonal (43%); and personal attributes (39%). In the UK, interpersonal and personal attributes ranked lowest (17% each).

As seen, the literature suggests two categories of influences: student characteristics and institutional factors. As such, our study adopts Lovitts’ (2005) ecosystem model which conceptualises three broad factors, i.e., macroenvironment, microenvironment and individual resources (or individual students characteristics, consisting of cognitive and non-cognitive attributes) that influence PhD degree completion and dissertation quality. Though individual resources appear most prominent in the model, they interact with and are influenced by the micro- and macroenvironments. In this paper, the model is used to explore the following research questions:

  • What [valued] attributes do supervisors believe contribute to doctoral success, defined as completion?
  • How do supervisors perceive that these contribute to doctoral success?

In addition to the importance of the perspectives of experienced academics in understanding doctoral success factors (Manathunga & Lant, 2006), the answers to these questions potentiate possibilities for equity in supervisors’ doctoral selection processes and practices.


Methodology, Methods, Research Instruments or Sources Used
Our findings draw from a broader study which sought to understand the perspectives and practices of doctoral selection committee members. The study is embedded within a project funded by Office for Students and Research England, alongside twelve others seeking to address inequalities in minoritised ethnic students’ access and participation in postgraduate research studies. The project focuses on PhD access and participation across five universities in Northern England. The paper focuses on a subset of the broader study’s findings and offers insight into academics’ views of successful doctoral students’ attributes, where success is defined as completion, and their perceptions of the attributes of the ideal (or desired) student. The data is from interviews with key staff in pre-selected pilot departments and schools who are active in doctoral applicant review and selection processes.
Interviews were held with 10 academics and one professional services member substantively involved in the review and selection of doctoral applicants at their institutions. Five participants were from the Sciences, three were from Arts and Humanities, while another three were from the Social Sciences. Interviews, as part of the broader study, were extensive, lasting between an hour and two and a half hours, and covered the processes and practices of doctoral application, including the attributes perceived by selectors to characterise ideal and successful candidates, and the implications of current processes and practices for equity and diversity. To enable participants to reflect beforehand and, as requested by the study team, to retrieve specific information, interview guides were sent to all participants once interview dates and times were agreed. Interviews were recorded on Zoom and, as consented by participants, recorded with automatic transcripts generated. Transcripts were extensively reviewed and revised, and sent to participants for review (Shenton, 2004). A validation of preliminary findings, specifically those in relation to candidate attributes, was conducted during a workshop with consortium members which included some interviewees and other members of the project. Participants as well as other workshop attendees agreed that the preliminary findings represented their perspectives and experiences, thus assuring the research team of the direction of the analysis. Analytically, relevant segments of transcripts were coded to capture the essence of parts of the texts in relation to views of successful and desired student attributes; and codes were clustered into categories according to the pattern of meaning across codes (Saldaña, 2021).

Conclusions, Expected Outcomes or Findings
Various attributes of the ideal and successful doctoral candidate were identified. After screening for synonymity, there were six intelligence and knowledge ideal attributes (e.g., makes original systematic contribution, produces defensible thesis, etc.) and 32 personality attributes (e.g., adaptability, commitment, enthusiasm, etc.) plus motivation. For successful, there were 16 intelligence and knowledge attributes (e.g., ability to do close reading, good background fit for Science, understands research topic/field, etc.), and 22 personality attributes (e.g., commitment, flexibility, hard work, etc.) plus motivation.
The total number of non-cognitive attributes (56) was significantly greater than cognitive (22). While the number of non-cognitive ideal attributes was greater than that of non-cognitive successful attributes, fewer cognitive ideal attributes than successful attributes were identified. Participants acknowledged the importance of cognitive ‘technical skills’ but overwhelmingly reiterated their valuing of students who are ‘not just technically competent’ but who hold diverse personal attributes and were motivated. Resilience was perceived by nearly all participants as the most critical success factor. Microenvironmental influence was identified through valuing of students’ participation in research communities within and outside the institution, and the acknowledgement of the influence of students’ personal life contexts. Importantly, ideal attributes were typically discussed in relation to students’ experiences, particularly in terms of relationality (with supervisors) or communality (with peers, research groups, etc.), while success attributes were related to the completion of the thesis. The difference between the two was often blurry.
The findings suggest that integrating equity into selection processes is consistent with supervisors’ most valued attributes, i.e., attributes which pose considerably less equity challenges, than those which they appear to presently explicitly select for. Institutional leadership is thus required to foster and support environments in which more holistic selection processes (Kent & McCarthy, 2016), which prominently feature non-cognitive attributes within candidate selections processes and practices, become commonplace.

References
Cornér, S., & Pyhältö, K., & Löfström. E. (2019). Supervisors’ perceptions of primary resources and challenges to the doctoral journey. International Journal of Teaching and Learning in Higher Education, 31(3), 365-377.

Kent, J. D., & Mccarthy, M. T. (2016). Holistic review in graduate admissions. Council of Graduate Schools. https://cgsnet.org/wp-content/uploads/2022/01/CGS_HolisticReview_final_web.pdf

Kyvik , S. & Olsen, S. T. (2014). Increasing completion rates in Norwegian doctoral training: Multiple causes for efficiency improvements. Studies in Higher Education, 39(9), 1668-1682. https://doi.org/10.1080/03075079.2013.801427

Lovitts, B. E. (2005). Being a good course‐taker is not enough: A theoretical perspective on the transition to independent research. Studies in Higher Education, 30(2), 137-154. https://doi.org/10.1080/03075070500043093

Manathunga, C., & Lant, P. (2006). How do we ensure good PhD students? Education for Chemical Engineers, 1, 72-81.

Mantai, L., & Marrone, M. (2022). Identifying skills, qualifications, and attributes expected to do a PhD. Studies in Higher Education, 47(11), 2273-2286. https://doi.org/10.1080/03075079.2022.2061444

Michel, R. S., Belur, V., Naemi, B., & Kell, H. J. (2019). Graduate admissions practices: A targeted review of the literature. ETS Research Report Series, 2019(1), 1–18. https://doi.org/10.1002/ets2.12271

Miller, C. W., Zwickl, B. M., Posselt, J. R., Silvestrini, R. T., & Hodapp, T. (2019). Typical physics Ph.D. admissions criteria limit access to underrepresented groups but fail to predict doctoral completion. Sci. Adv. 2019, 5, 1-8.

Saldaña, J. (2021). The coding manual for qualitative researchers. SAGE Publications.
Shenton, A. K. (2004). Strategies for ensuring trustworthiness in qualitative research projects. Education for Information, 22, 63-75.

UK Council for Graduate Education [UKCGE] (2021). UK Research supervision survey 2021 report. UK Council for Graduate Education. https://ukcge.ac.uk/assets/resources/UK-Research-Supervision-Survey-2021-UK-Council-for-Graduate-Education.pdf

Wakeling, P., & Mateos-González, J. L. (2021). Inequality in the highest degree? Postgraduates, prices and participation. The Sutton Trust. https://dera.ioe.ac.uk/38128/1/Inequality-in-the-Highest-Degree-Final-Report.pdf

Williams, P., Bath, S., Arday, J., & Lewis, C. (2019). The broken pipeline: Barriers to Black PhD students accessing Research Council funding. Leading Routes.


 
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