Lars Erik-Malmberg

How to predict if an immigrant student will succeed – and what you can do to help

Many nations around the world have seen a steep rise in the size of their immigrant
populations, including their immigrant student populations. How educators respond to this
plays a big part in how immigrant students adjust to and thrive at school. There are many
success stories, but there continues to be immigrant students who underachieve, leave school early, and lose critical post-school education opportunities.

Immigrants have and will continue to play a major role in our nation’s social and economic
potential and so there is an ongoing need for research that identifies how to better help
immigrant students navigate the academic challenges facing them and support their academic
outcomes.

Our study

A recent study published in the international journal, Learning and Instruction, sought to do this. It applied the “academic and cultural demands-resources” (ACD-R) framework to investigate the academic, personal, and ethno-cultural factors that impact immigrant students’ academic success at school. The study harnessed the Programme for International Student Assessment (PISA) (2018) data of immigrant students in Australia and New Zealand, two nations that have traditionally been “settlement countries”, receiving migrants to live, work, and raise their families. PISA is a worldwide study by the Organisation for Economic Co-operation and Development (OECD) of 15-year-old school students’ motivation, engagement, and academic performance in mathematics, science, and reading.

What is the ACD-R Framework?

Before looking at the study and its findings, a brief introduction to the ACD-R framework is in order. The ACD-R framework draws on “job demands-resources” (JD-R) theory and the “academic-demands resources” (AD-R) framework. As an introduction to the ACD-R framework we’ll describe the AD-R framework and refer the reader to other literature explaining the JD-R theory. 

Academic demands are aspects of learning or the learning context that can impede students’ academic development (for example, poor quality instruction, a heavy study load). Academic resources are features of learning or learning contexts that help students attain academic goals and growth (for example, instructional support, positive teacher-student relationship). In the AD-R framework there are also personal demands that are personal attributes acting as barriers to students’ academic development (for example, fear of failure, fixed mindset). There are also personal resources that are personal attributes positively impacting academic outcomes (for example, adaptability, academic buoyancy). 

The ACD-R framework is an extension of the AD-R framework in that it adds ethno-cultural demands and resources to the AD-R framework’s academic and personal demands and resources. Cultural demands are ethno-cultural contextual and/or personal challenges experienced by students from culturally and/or ethnically diverse backgrounds (for example, racism at school) and are associated with negative academic outcomes. Cultural resources are ethno-cultural contextual and/or personal strengths or assets (for example, cultural pride or confidence) that are associated with positive academic outcomes for students from culturally/ethnically diverse backgrounds. 

In the AD-R and ACD-R frameworks, demands and resources can also have buffering and boosting effects. Taking buffering effects as a case in point, there may be some cultural resources that reduce (buffer) the negative impacts of demands. For example, cultural pride (a cultural resource) may reduce the stressful effects of poor-quality teaching (an academic demand). 

Figure 1 shows the ACD-R framework.

Importantly, the AD-R and ACD-R frameworks aim to challenge potential deficit framing of students by locating their personal resources as central to their academic development. They also aim to reallocate the task of academic development from the disproportionate or sole responsibility of students (which risks “blaming the victim”) by emphasising the major role of contextual demands and resources in students’ academic outcomes.

Figure 1. The Academic and Cultural Demands-Resources (ACD-R) Framework

The study participants

Our study comprised 4,886 immigrant students from Australia (3,329) and New Zealand (1,557) who participated in the PISA (2018) survey. The average age of students was 15-16 years. Just over half were first-generation immigrants who had arrived in the country between the ages of 8 and 9 years; the other immigrant students were second generation (born in Australia/New Zealand and whose parents were both born overseas).

Assessing the Demands and Resources Framework

The central measures in the study were online PISA survey items about academic demands and resources, personal demands and resources, cultural demands and resources—as well as academic motivation, academic outcomes, and background attributes.

Academic demands were assessed via ‘learning-disrupted teaching’ (students’ experience of chaotic or disruptive learning and teaching conditions; sample item, “Students don’t listen to what the teacher says”). Academic resources were measured by ‘autonomy-supportive teaching’, ‘instrumental-supportive teaching’, and ‘warmth-supportive teaching’ (students’ experience of teaching that provided autonomy support, instrumental support, and relatedness support or warmth, for example, “The teacher listened to my view on how to do things”).

Personal demands were assessed via ‘fear of failure’ and ‘fixed mindset’ (students’ concerns about failure and their view that competence is relatively fixed, for example, “Your intelligence is something about you that you can’t change very much”). Personal resources were assessed through ‘perspective-taking’ and ‘adaptability’ (students’ ability to see others’ point of view and capacity to adjust in the face of change and uncertainty, for example, “I can change my behavior to meet the needs of new situations”). 

Cultural demands were assessed via ‘discrimination’ (negative orientations to and treatment of people from different ethno-cultural groups in the school, for example, “Teachers … say negative things about people of some cultural groups”). Cultural resources included ‘cultural communication skills’, ‘cultural interest’, and ‘cultural confidence’ (students’ capacity to communicate with other ethno-cultural groups, interest in other ethno-cultural groups, and sense of pride and confidence in their own ethno-cultural group, for example, “I am interested in how people from various cultures see the world”). 

Motivation was assessed via ‘self-efficacy’ and ‘valuing’ (students’ belief in their capacity to attain desired academic outcomes and their belief in the utility and importance of what they learn, for example, “Trying hard at school will help me get a good job”). 

Outcomes comprised two measures of engagement—‘persistence’ and ‘non-attendance’ (perseverance towards task completion and skipping school, for example, “Once I start a task, I persist until it is finished”). Outcomes also included ‘achievement’ (performance on the PISA mathematics, science, reading tests). 

In all our analyses we accounted (controlled) for student background characteristics (such as gender, home socio-economic status) and school characteristics (such as school staff/student ratio, school location).

Our findings

For this sample of immigrant students, our topline findings were that demands predicted lower motivation, resources predicted higher motivation, and motivation predicted positive academic outcomes. 

That said, of particular interest were the specific demands and resources that were salient in the study—and we turn to these findings now.

The first of these was that the cultural demands and resources played a more prominent role in predicting motivation and outcomes than the academic demands and resources. With regard to cultural demands, discrimination was associated with lower valuing, higher non-attendance, and lower achievement. With regard to cultural resources, cultural communication skills and cultural confidence were positively associated with both self-efficacy and valuing, while cultural interest was linked to higher self-efficacy.

For personal demands and resources, adaptability was the factor that stood out. It was associated with higher self-efficacy (in fact, the largest effect size in the study) and valuing. Indeed, adaptability was also the only resource that featured in the ACD-R buffering/boosting process: results indicated that when immigrant students experienced discrimination at school, adaptability was important for boosting their academic valuing in the face of this.

Ideas for action

The ACD-R framework lends well to targeted practical action. Here we focus on the salient cultural and personal demands and resources in the study: discrimination, cultural communication skills, cultural interest, cultural confidence, and adaptability.

To address cultural demands (discrimination), it is important that:

  • Teachers act as positive role models in their interactions with immigrant students, showing respectful and inclusive behaviour that sets an example for other students to emulate, and nurtures an inclusive and harmonious classroom environment 
  • Schools establish clear definitions and guidelines regarding intercultural relations and discriminatory attitudes and behaviours, including helping teachers and students know what racism is, defining racism, having clear processes for reporting racism in the school, and being clear about anti-discrimination legislation that schools and staff are bound by
  • Pre-service teacher training and ongoing professional development includes modules and in-servicing on cultural sensitivity, intercultural communication, and strategies for creating an inclusive classroom environment. 

To promote cultural resources (cultural communication skills, cultural interest, cultural confidence), educators can:

  • Teach oral communication skills, non-verbal and visual communication, active listening, and contextual communication to help immigrant students better express themselves and be better understood
  • Inspire two-way interest among immigrant and non-immigrant students by enhancing intrinsic value, such as by identifying the importance of learning more about someone or something from another culture
  • Affirm students’ cultural identity, meaningfully involve immigrant students’ cultural community at school, and ensure appropriate representation of staff from culturally and/or ethnically diverse backgrounds. 

For adaptability, students can be taught how to: 

  • Adjust cognition by thinking about a new situation in a different way (for example, considering the opportunities a new situation might offer)
  • Modify behaviour by seeking out new or more resources or information (for example., asking a teacher to help with a new situation).

To conclude

Our study of immigrant high school students has demonstrated that including cultural demands and resources alongside academic and personal factors accounts for important aspects of their motivation, engagement, and achievement—and has potential to add to practical directions for optimising immigrant students’ academic outcomes through school and beyond. 

From left to right: Andrew Martin is Scientia Professor, Professor of Educational Psychology, and Co-Chair of the Educational Psychology Research Group in the School of Education at the University of New South Wales, Australia.

He specialises in student motivation, engagement, achievement, and quantitative research methods. Rebecca Collie is Scientia Associate Professor in Educational and Developmental Psychology at the University of NSW. Her research interests focus on motivation and well-being among students and teachers, psychosocial experiences at school, and quantitative research methods. Lars Erik-Malmberg is Professor in Education at the University of Oxford. His research interests are in quantitative research methods and students’ academic development.