Short answer

Design educational experiences that acknowledge and leverage the diverse backgrounds and prior experiences of students in technical fields.

Field
User-Centred Design
Source
28th Australasian Association for Engineering Education (AAEE) Annual Conference (2017)
Method
Longitudinal survey and qualitative data collection (focus groups, interviews)
Evidence
Moderate effect

Understanding the unique prior experiences and demographic profiles of students is crucial for tailoring educational strategies in engineering and computer science fields. This user-centred design research insight is drawn from a 2017 study published in 28th Australasian Association for Engineering Education (AAEE) Annual Conference. Using Longitudinal survey and qualitative data collection (focus groups, interviews), researchers explored how this design variable affects real-world outcomes. The key design takeaway: Design educational experiences that acknowledge and leverage the diverse backgrounds and prior experiences of students in technical fields.

Study
User-Centred DesignHigh ImpactModerate effect

Diverse Student Backgrounds Shape Learning Approaches in Engineering Programs

Understanding the unique prior experiences and demographic profiles of students is crucial for tailoring educational strategies in engineering and computer science fields.

28th Australasian Association for Engineering Education (AAEE) Annual Conference · 2017

01

Key Findings

  • 01The study confirmed that student backgrounds and experiences significantly influence their learning approaches.
  • 02The pilot data provided insights into the demographic makeup of the student cohort and their initial modes of engagement with learning.
  • 03The survey instrument was validated and refined based on the pilot data.
02

Application

Design takeaway

Design educational experiences that acknowledge and leverage the diverse backgrounds and prior experiences of students in technical fields.

How to apply

Before designing a new course or educational program, conduct research into the typical backgrounds and prior experiences of the target student demographic.

Project actions

  • 01When designing a product or service for a specific user group, consider researching their demographic and experiential profiles.
  • 02Use surveys and interviews to gather information about user backgrounds and how these might influence their interaction with your design.
03

Method & Evidence

AimHow do students' prior experiences and demographic backgrounds influence their approaches to learning within engineering and computer science programs?
MethodLongitudinal survey and qualitative data collection (focus groups, interviews)
ProcedureA pilot survey using the Revised Study Process Questionnaire, supplemented with demographic and motivation questions, was administered to a cohort of engineering and computer science students. Data analysis focused on evaluating the collected data and understanding the student demographics.
ContextHigher education institutions offering Engineering, Software Engineering, and Computer Science programs.

Variables

IVStudent background and experience
DVApproaches to learning
CVProgram of study (Engineering, Software Engineering, Computer Science), educational institution
04

Strengths & Limitations

Strengths

  • +Longitudinal study design allows for tracking changes over time.
  • +Mixed-methods approach (surveys, focus groups, interviews) provides a comprehensive view.

Limitations

The pilot study's findings are preliminary and may not represent the full scope of the longitudinal research.

Reliability & validity

The study uses a validated questionnaire (Revised Study Process Questionnaire) and plans for triangulation of data through multiple methods, which enhances reliability and validity.

Think critically

To what extent can generalized assumptions about student backgrounds be made, and at what point does individual variation necessitate highly personalized design interventions?

05

Design Principles

"Design for diversity: Recognize that users (students) come with varied backgrounds, and tailor experiences accordingly."

Recognizing the varied backgrounds of learners allows educators and curriculum designers to develop more effective teaching methods and support systems. This user-centered approach can lead to deeper learning and better preparation for professional practice.

06

What This Means for Your Design

Students learn differently based on what they already know and where they come from. Understanding this helps make teaching better.

How to use in your project

  • 1.Use this study to justify the importance of user research, particularly in understanding demographic and experiential factors that influence user behavior and needs.
07

Add to My Project

08

Quick Cite

Paragraph starter

This research underscores the importance of user-centered design by demonstrating how diverse student backgrounds and prior experiences significantly shape learning approaches in technical fields. Understanding these user-specific factors is essential for developing effective educational strategies and, by extension, for designing any product or service that caters to a varied audience.

09

Source

28th Australasian Association for Engineering Education (AAEE) Annual Conference

Student Expectations: The effect of student background and experience

journal · 2017

View source

Questions About This Research

What does the research say about diverse student backgrounds shape learning approaches in engineering programs?
Design educational experiences that acknowledge and leverage the diverse backgrounds and prior experiences of students in technical fields. Evidence: 28th Australasian Association for Engineering Education (AAEE) Annual Conference (2017).
Why does "Diverse Student Backgrounds Shape Learning Approaches in Engineering Programs" matter for design?
Recognizing the varied backgrounds of learners allows educators and curriculum designers to develop more effective teaching methods and support systems. This user-centered approach can lead to deeper learning and better preparation for professional practice.
How can designers apply this research?
Design educational experiences that acknowledge and leverage the diverse backgrounds and prior experiences of students in technical fields.
What were the main findings?
The study confirmed that student backgrounds and experiences significantly influence their learning approaches.. The pilot data provided insights into the demographic makeup of the student cohort and their initial modes of engagement with learning.. The survey instrument was validated and refined based on the pilot data.
What research method was used?
Longitudinal survey and qualitative data collection (focus groups, interviews).
How strong is the evidence?
Evidence strength is rated Moderate effect, based on a 2017 journal from 28th Australasian Association for Engineering Education (AAEE) Annual Conference.
What should I do differently in my next project?
Before designing a new course or educational program, conduct research into the typical backgrounds and prior experiences of the target student demographic.
What are the limitations?
This report represents the preliminary findings of a longitudinal study, and further data collection and analysis are required for comprehensive conclusions.