24. Mathematics Education Research
Paper
Supporting Mathematics Teachers in Areas of Educational Disadvantage: Initial Findings from a Systematic Literature Review
Aibhin Bray1, Emma Berry1, Anette Bagger2, Brendan Tangney1
1Trinity College Dublin, The University of Dublin, Ireland; 2Dalarna University, Sweden
Presenting Author: Bray, Aibhin
There are disparities in achievement and opportunity across the board in areas of socio-economic disadvantage. The gaps in mathematics are particularly stark and this has significant negative implications for student choice in post-secondary education and subsequent access to further education and occupations, particularly within STEM-fields. This study uses Bronfenbrenner and Morris’s (2007) Process-Person-Context-Time (PPCT) as a theoretical framework to present a snapshot of some of the influential factors at play, and then to examine the initial results of a systematic literature review (SLR) that explores empirical attempts that have been made to address these issues.
The importance of education in relation to future earnings, health and wellbeing is well understood, and, according to the Salamanca Statement and Framework outlined by UNESCO (1994), it behoves governments and other stakeholders around the world to implement strategies that will improve the educational opportunities for disadvantaged children. However, in order to do so, it is essential to firstly ask what factors might influence these outcomes, and secondly, how can we best address them. In this introductory section the PPCT theoretical framework is used to present some of the myriad factors at play specifically within the field of mathematics education, providing a holistic base upon with to consider any strategies to address them. Using PPCT as a lens, the following key points have emerged:
Process: According to Ekmekci, Corkin, and Fan (2019), while students from socio-economically disadvantaged backgrounds are particularly in need of effective pedagogy, they are more likely to “receive less effective instruction on average compared to their higher income peers” p. 58. Within such contexts, teacher’s pedagogic approaches tend to focus more on controlling behaviours (Megowan-Romanowicz, Middleton, Ganesh, & Joanou, 2013). These are examples of intrinsic didactical exclusion which reproduce structural disadvantage in societies, through mathematics.
Person: As noted by Ní Shuilleabhain, Cronin, and Prendergast (2020), students’ attitudes towards mathematics tend to be more negative in schools in areas of low Socio-Economic Status (SES), and pupils in such schools tend to have higher levels of mathematical anxiety and lower self-concept in mathematics.
Context: Low SES Neighbourhoods are often recognised as being less conducive to educational achievement, with less access to social capital via mentors or role models, and fewer resources (Dietrichson, Bøg, Filges, & Klint Jørgensen, 2017). Dotson and Foley (2016) highlight the challenges in hiring and retaining high quality mathematics teachers to schools in low SES areas, citing the “inherent difficulty” of working in such contexts. This can lead to a cycle of low expectations for students, and, given that “the development of student motivation flows at least partially through teacher motivations and motivation related behaviors” (Megowan-Romanowicz et al., 2013, p. 53), the influence of such low expectations can be damaging.
Time: The initial years in post-primary are understood as crucial for a student’s mathematical journey, with performance at this stage acting as a gatekeeper to higher-level mathematics courses and beyond that to STEM courses and careers. Unfortunately, it is precisely at this juncture that achievement gaps tend to widen for students from lower SES backgrounds (McKenna, Muething, Flower, Bryant, & Bryant, 2015).
This section has highlighted a few of the many reasons why achievement in mathematics is stratified along socio-economic lines. This study uses a SLR methodology to attempt to address the following research questions:
- What types of empirical research have been undertaken aiming to address the mathematical achievement gap between low SES students and their more affluent peers?
- What ‘best practices’ or ‘guidelines’ can be extrapolated from these studies to inform future work?
Methodology, Methods, Research Instruments or Sources UsedThe goal of this study is to review empirical research reporting on interventions that aim to address issues in mathematics education associated with low SES, with a particular focus on the post-primary education sector. Where possible, emphasis will be placed on the 11 – 15 age group, reflecting the impact of the Time component of the PPCT model as highlighted above. Having identified relevant studies, this research aims to explore and build on what can be learned from such an analysis.
The search procedure drew on six relevant databases: ERIC (EBSCOhost), British Education Index, Academic Search Complete, SCOPUS, Web of Science, and APA PsycArticles. Concatenated (using the AND operator) search terms in each database related to subject (mathematics), education level (post primary), educational disadvantage (low SES), and interventions (empirical). In each database, the searches were conducted across title and abstract (using the OR operator) and the subject thesaurus where available.
Once duplicates were removed, a total of 528 studies remained for title and abstract screening. Inclusion and exclusion criteria relating to the population, intervention, outcome, and study characteristics (PICOS) were used to support the identification of relevant articles. Three of the four authors have been involved in the screening process and all of the titles/abstracts were screened by at least two researchers. There was approximately 90% agreement between the researchers, with any conflicts resolved by a third reviewer. Of the articles screened, 449 studies were deemed irrelevant, leaving 79 for full-text review.
At this point the full review has not been completed, but some very interesting initial findings have emerged, with possible implications for practice.
Conclusions, Expected Outcomes or FindingsAt this early stage of analysis, the interventions identified in the literature fall under the two broad categories of teacher professional development (PD), and diverse pedagogic approaches implemented directly with students. Both fall under the category of Process within the PPCT framework, with the pedagogically focused interventions impacting on the Person at the centre of the model (the student) and the professional development on the Context and the teachers’ influence therein.
Given the significant extant research highlighting the fact that teacher’ self-efficacy and beliefs can have a substantial impact on student outcomes (Archambault, Janosz, & Chouinard, 2012), it stands to reason that initiatives that aim to support students from low SES backgrounds should also focus on PD in these areas. Promoting a positive classroom climate provides scope to improve student-teacher relationships and to potentially enhance student motivation and achievement. The work of Valerio (2021) points to the importance of structuring PD in a sustained way that supports collaboration between teachers, and an iterative approach to planning.
Regarding pedagogy that supports student engagement, results indicate that more focus should be placed on mastery rather than performance goals, emphasising active learning approaches (Megowan-Romanowicz et al., 2013). Mirza and Hussain (2014) highlight that it is important to take the time to ensure deep understanding using “rich” tasks. And Cervantes, Hemmer, and Kouzekanani (2015) note the positive impact of problem- and project-based learning on students from minority backgrounds
Results from the Programme for International Student Assessment (PISA) show that the strength of the relationship between test scores and socio-economic status (SES) varies markedly between countries (OECD, 2010, 2013), indicating that with the right supports, it can be possible to overcome a disadvantaged background (Dietrichson et al., 2017). The results of this research may go some way to providing a roadmap to achieving this.
ReferencesArchambault, I., Janosz, M., & Chouinard, R. (2012). Teacher Beliefs as Predictors of Adolescents' Cognitive Engagement and Achievement in Mathematics. Journal of Educational Research, 105(5), 319-328. doi:http://dx.doi.org/10.1080/00220671.2011.629694
Bronfenbrenner, U., & Morris, P. A. (2007). The bioecological model of human development. Handbook of child psychology, 1.
Cervantes, B., Hemmer, L., & Kouzekanani, K. (2015). The impact of project-based learning on minority student achievement: implications for school redesign. Education Leadership Review of Doctoral Research, 2(2), 50-66.
Dietrichson, J., Bøg, M., Filges, T., & Klint Jørgensen, A.-M. (2017). Academic interventions for elementary and middle school students with low socioeconomic status: A systematic review and meta-analysis. Review of educational research, 87(2), 243-282. doi:10.3102/0034654316687036
Dotson, L., & Foley, V. (2016). Middle Grades Student Achievement and Poverty Levels: Implications for Teacher Preparation. Journal of Learning in Higher Education, 12(2), 33-44.
Ekmekci, A., Corkin, D. M., & Fan, W. (2019). A multilevel analysis of the impact of teachers' beliefs and mathematical knowledge for teaching on students' mathematics achievement. Australian Journal of Teacher Education (Online), 44(12), 57-80.
McKenna, J. W., Muething, C., Flower, A., Bryant, D. P., & Bryant, B. (2015). Use and Relationships among Effective Practices in Co-Taught Inclusive High School Classrooms. International Journal of Inclusive Education, 19(1), 53-70.
Megowan-Romanowicz, M. C., Middleton, J. A., Ganesh, T., & Joanou, J. (2013). Norms for participation in a middle school mathematics classroom and its effect on student motivation. Middle Grades Research Journal, 8(1), 51.
Mirza, A., & Hussain, N. (2014). Motivating Learning in Mathematics through Collaborative Problem Solving: A Focus on Using Rich Tasks. Journal of Education and Educational Development, 1(1), 26-39.
Ní Shuilleabhain, A., Cronin, A., & Prendergast, M. (2020). Maths Sparks engagement programme: investigating the impact on under-privileged pupils’ attitudes towards mathematics. Teaching Mathematics and Its Applications: International Journal of the IMA, 40(1), 133-153.
OECD. (2010). PISA 2009 Results: Overcoming Social Background.
OECD. (2013). PISA 2012 results: excellence through equity: giving every student the chance to succeed (volume II) (9789264201125 (print)). Retrieved from Paris: http://www.oecd.org/pisa/keyfindings/pisa-2012-results-volume-ii.htm
UNESCO. (1994). The Salamanca Statement and Framework for action on special needs education: Adopted by the World Conference on Special Needs Education; Access and Quality: UNESCO.
Valerio, J. (2021). Tracing take-up across practice-based professional development and collaborative lesson design. Paper presented at the Proceedings of the 43rd Annual Meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education.
24. Mathematics Education Research
Paper
Expectancy Value Theory in Professional Development for Math Teachers in Areas of Low Socio-Economic Status
Emma Berry, Aibhin Bray, Brendan Tangney, Eleanor Byrne
Trinity College Dublin, Ireland
Presenting Author: Berry, Emma
Despite attempts to address the well-documented issues in mathematics education with curriculum reform and associated professional development (PD) programmes, significant challenges remain in relation to the teaching and learning of mathematics in schools, particularly in areas of low socio-economic status (SES). In relation to recent curriculum reform in Ireland, research has highlighted teachers’ frustration with the new curriculum specification, a lack of faith in the teaching methodologies being promoted, and a demand for additional PD and support (Byrne & Prendergast, 2020). This lack of faith can mean that teachers often select, a la carte, the approaches they feel address their own concerns or align most with their own beliefs, leading to at best a hybridized version of practice (Cavanagh, 2006).
A wealth of research highlights the prevalence of what Corkin et al. (2015) refer to as “pedagogy of poverty”, noting that students from low SES backgrounds are at an increased risk of rigid, teacher-centric, formulaic pedagogical approaches, focusing on punctuality, and maintaining control. Factors influencing the approaches used include low teacher perception of student ability, which can often be related to, low teacher self-efficacy, out-of-field or inexperienced teachers, or lack of buy-in to reform practices, (Byrne & Prendergast, 2020; Ni Shuilleabhain et al., 2021; Yanisko, 2016). Given the domain-specific challenges of mathematics, and the additional challenge associated with educational disadvantage, there is a need for targeted intervention with schools that serve underrepresented cohorts.
PD is obviously central to such an intervention, but for it to be effective, the literature suggests that it must be a sustained, long running programme that acknowledges the iterative and reflective nature of development of teaching practices, and is deeply rooted in the context of the school (Desimone, 2011; Lieberman, 1995). It should jointly focus on a hands-on element and a co-creative, collaborative planning element within a community of practice. These separate but complimentary factors facilitate the iterative shift between knowledge building and practice through the reflective process (Valerio, 2021).
This paper describes a project that involves working with mathematics teachers in low SES schools in an effort to support them to make the most of curriculum reform and to ultimately help improve student engagement and attainment in the subject at lower secondary (ages ~12 – 15).
The theoretical framework underpinning this is expectancy-value theory (EVT), which posits that both one’s expectation for success (expectancy) and how one values a task (a combined measure of intrinsic, attainment, utility values and cost) directly influence the decision to undertake, and the level of persistence towards, the task (Wigfield & Eccles, 2000). The “task” in the context of this research, is conceptualised as faithful engagement with the new curriculum specification.
Based on the principals of EVT and the features of effective PD described by Desimone (2011) a series of PD interventions were co-planned and co-created, by the research team and participating teachers, with the aim of increasing task value and supporting growth in expectancy beliefs of the teachers. This was achieved by:
- Creating bespoke PD sessions in direct response to feedback of perceived needs and barriers of participants in relation to their practice and implementation of the intended revised curriculum, thus increasing perceived utility.
- Co-creative lesson planning, combined with in-school support in terms of planning time and co-teaching to reduce perceived cost of engagement.
- Focusing on best-practice informed strategies of context-rich problems and inquiry-based learning to increase student engagement, which in turn increases teacher attainment value.
- Giving teachers low-risk opportunities to experience reform practices, through observations, co-teaching and targeted workshops, scaffolds growth in expectancy and ability values.
Methodology, Methods, Research Instruments or Sources UsedThe intervention is taking the form of a longitudinal mixed methods study involving teachers from five Irish schools in areas that serve underrepresented populations. A combination of convenience and voluntary sampling methods were used to recruit school partners. The researchers put out a call for expressions of interest to ~20 schools already involved in the university’s widening participation programme, the Trinity Access Programme (TAP), whose mission is aimed at increasing the number of students from low SES backgrounds applying to higher education. It does this though a suite of activities for students, teachers and schools (Bray et al., 2022). Of the 20 schools, five were selected and engagement began in 2022-23 academic year.
An annual survey is administered to participating mathematics teachers in each of the five schools, generating quantitative data. Comparative data is generated by mathematics teachers in the wider group of twenty schools, facilitating comparison with non-participants working in similar contexts. The first survey was administered at the start of the project with an aim of collecting baseline data relating to teacher beliefs, self-efficacy, confidence, and current practice. Teachers were also asked about the culture in their schools, their levels of collaboration with peers, and their perceived level of support from management. Questions used in the survey draw from the PISA 2022 survey – allowing for additional international comparison, along with more explicit questions in the areas listed. The quantitative data generated will be analysed using SPSS.
Additional qualitative data will be collected via interviews and focus groups of participating teachers. Transcripts of interviews will then be imported into NVivo for thematic analysis. Codes will be generated inductively through repeated readings and assigned and reassigned iteratively. These codes will then be analysed for commonalities and allocated into broad themes.
Conclusions, Expected Outcomes or FindingsInitial findings from the baseline survey (N=28) show that “chalk and talk” style methods and “use of textbook for guiding lessons” both rank highly in terms of usage (81% and 50% respectively stating often/always) and levels of comfort (41% and 28% respectively ranking most comfortable). However, respondents acknowledged that neither align well with the goals of the reformed curriculum, with over 60% ranking both as moderately to poorly aligned. Finally, the highest factors influencing methodologies used in class were “comfort and experience” and “facilities and resources available”, with 44% ranking facilities and resources as most influential. While not explicitly mentioned in the survey, it suggests that access to additional resources, e.g., planned lesson activities, and increased experience using them may result in increased usage of the recommended practices.
At this preliminary stage of implementation of the PD sessions, initial findings from ad-hoc interviews and feedback reports highlight: self-reported increased willingness to adopt reform practices; perceived increase in student engagement; and self-reported implementation of planning practices across other departments, which may be indicative of increased levels of self-efficacy; higher feelings of attainment value; and reduced feelings of cost, respectively.
Targeted and prolonged PD that addresses the struggles felt in both planning and applying reform practices is required to embed these practices in classrooms, with teachers in Ireland generally feeling unsupported with curriculum change and wanting further access to PD to support this (Byrne & Prendergast, 2020). The cyclical and reflective nature of embedding practices necessitates the prolonged, frequent, and bespoke nature of this PD. Furthermore, as evidenced by the literature the need for this PD is especially felt in schools which serve low SES cohorts, to improve expected outcomes for students (Corkin et al., 2015) and reduce the perceived workload and emotional exhaustion felt by teachers (Van Eycken et al., 2024).
ReferencesBray, A., Hannon, C., & Tangney, B. (2022). Large-scale, design-based research facilitating iterative change in Irish schools - the Trinity Access approach.
Byrne, C., & Prendergast, M. (2020). Investigating the concerns of secondary school teachers towards curriculum reform. 52(2), 286-306.
Cavanagh, M. (2006). Mathematics teachers and working mathematically: Responses to curriculum change. Identities, cultures and learning spaces, 115-122.
Corkin, D. M., Ekmekci, A., & Papakonstantinou, A. (2015). Antecedents of teachers' educational beliefs about mathematics and mathematical knowledge for teaching among in-service teachers in high poverty urban schools. Australian Journal of Teacher Education (Online), 40(9), 31-62.
Desimone, L. M. (2011). A Primer on Effective Professional Development. 92(6), 68.
Lieberman, A. (1995). Practices That Support Teacher Development: Transforming Conceptions of Professional Learning. 76(8), 591.
Ni Shuilleabhain, A., Cronin, A., & Prendergast, M. (2021). Maths Sparks Engagement Programme: Investigating the Impact on Under-Privileged Pupils' Attitudes towards Mathematics. 40(2), 133.
Valerio, J. (2021). Tracing Take-Up across Practice-Based Professional Development and Collaborative Lesson Design. 14.
Van Eycken, L., Amitai, A., & Van Houtte, M. (2024). Be true to your school? Teachers' turnover intentions: the role of socioeconomic composition, teachability perceptions, emotional exhaustion and teacher efficacy. 39(1), 24-49.
Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. 25(1), 68-81.
Yanisko, E. J. (2016). Negotiating Perceptions of Tracked Students: Novice Teachers Facilitating High-Quality Mathematics Instruction. 9(2), 153.
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