THE ADOPTION OF COMPUTER ADAPTIVE TESTING IN EDUCATIONAL ASSESSMENT


THE ADOPTION OF COMPUTER ADAPTIVE TESTING IN EDUCATIONAL ASSESSMENT   

ABSTRACT

The purpose of this study was to establish whether Computer Adaptive Testing can be successfully adopted in educational assessment in Kenya by focusing on factors likely to affect its adoption. The study objectives were to determine a) the extent to which adoption of CAT is affected by students and teachers perceptions b) the extent to which adoption of CAT is affected by the existing technological infrastructure; and c) the extent to which adoption of CAT is affected by levels of computer literacy.

The study used a sample selected from public secondary schools in Makueni County through simple random sampling technique. Questionnaires with both open and closed questions were used to collect primary data from the respondents while secondary data was obtained from the Ministry of Education, Makueni County Office. The data was analyzed using the Statistical Package for Social Sciences (SPSS) where Descriptive statistics such as frequency distributions, percentages, means and standard deviations as well as inferential statistics such as Pearson Correlation and ANOVA tests were utilized.

The findings of the study indicate that teachers and students perceptions are positively related with adoption of CAT (0.085) although the relationship is weak; there is significant relationship between ICT infrastructure and adoption of CAT (0.336) and the relationship between teachers and students level of computer literacy and adoption of CAT is negligible (0.049).

TABLE OF CONTENTS DEDICATION iv

ACKNOWLEDGMENT v

TABLE OF CONTENTS vi

LIST OF FIGURES x

LIST OF TABLES xii

LIST OF ACRONYMS xiii

ABSTRACT xiv

CHAPTER ONE 1

INTRODUCTION1

Background1

Statement of the Problem4

Research Questions5

Objectives of the Study6

Research Hypotheses6

Justification of the Study6

Scope and Limitation7

Operational Definitions8

CHAPTER TWO 9

LITERATURE REVIEW AND CONCEPTUAL FRAMEWORK9

Introduction9

The Review9

Theoretical Literature9

Types of Adaptive Testing11

Definition of Computer Adaptive Testing12

Global Perception of Computer Adaptive Testing13

Implementation of e-Assessment in Institutions14

University of Central Florida, USA14

University of Ilorin, Nigeria14

Aga Khan Academy, Mombasa, Kenya15

Advantages of Computerized Adaptive Testing15

Why Migrate to Computer Adaptive Testing?17

Empirical Literature21

Theoretical Framework29

The Theory of Computerized Adaptive Testing29

Item Response Theory (IRT)30

Conceptual Framework32

CHAPTER THREE 33

METHODOLOGY33

Research Design33

Data Types and Sources34

Data Collection34

Pilot Survey34

Target Population and Sample Size35

Data Collection Instruments36

Sampling Procedure39

Data Processing and Analysis40

Data Processing40

Data Analysis Techniques40

CHAPTER FOUR 42

RESULTS AND DISCUSSIONS42

The concept of Adoption42

Background Information42

Computer Adaptive Testing and Teachers’ and Students’ Perception44

I believe I can do a Computer Adaptive Test well45

Computer Adaptive Tests can be fair to all students46

I can take a test using a computer with confidence47

I would like to take a test that gives immediate results48

Taking an examination using a computer can be very interesting49

How do you rate your ability to use computers?50

Do you think your students are capable of doing an examination via the computer?51

Do you think the use of Computer Adaptive Testing in assessment can offer a better .............................................................................................52_Toc50104884

Do you think your students can enjoy taking a Computer Adaptive Test53

examination? 53

Computer Adaptive Testing and Technological Infrastructure54

Lack of reliable educational support software has contributed to slow rate

of ICT integration in this school 54

The poor state of ICT interconnectivity affects its adoption rate in schools55

Low connectivity speed has contributed to slow rate of ICT adoption in this school56

Low internet access has contributed to slow rate of ICT adoption in this school57

How reliable is electrical power for educational support in this school58

How do you rate the speed of internet connectivity in meeting the

teaching learning needs for educational purposes in this school? 59

Criteria used for placing ICT Infrastructure for Educational Activities60

Computer Adaptive Testing and Computer Literacy61

How would you rate your own computer literacy?61

How would you rate your own Internet literacy?62

How would you rate your current typing skills?64

How do you rate the ability of your students to use a computer?65

How Easy or Complex is use of Computer Applications among your students.66

How would you rate the adequacy of computer literacy for your students in67

supporting their learning activities? 67

Pace of CAT Adoption68

CHAPTER FIVE 74

SUMMARY, CONCLUSION AND RECOMMENDATIONS74

Summary74

Conclusion76

Recommendations77

REFERENCES 79

APPENDIX I: LETTER OF INTRODUCTION TO THE RESPONDENTS 82

APPENDIX II: STUDENTS’ QUESTIONNAIRE 83

APPENDIX III: TEACHERS’ QUESTIONNAIRE 86

APPENDIX IV: INTRODUCTION LETTER FROM THE UNIVERSITY 90

APPENDIX V:PERMISSION TO COLLECT DATA 91

APPENDIX VI: RESEARCH PERMIT 93

CHAPTER ONE

INTRODUCTION

Background

Computer Adaptive Testing (CAT) has been defined by Chuesathuchon (2008) as a type of Computer Based Testing (CBT) where a student takes a “customized” or tailored test where after each item is administered, a student’s competence is assessed and the next question is chosen based on the examinees estimated competency level. Weiss & Kingsbury (1984) argue that in Computer Adaptive Testing questions are chosen and delivered to the student via the computer depending on the answers supplied to earlier delivered questions.

Computer Adaptive Testing is now a common mode of test administration and it is slowly becoming a mainstay in the large scale examination in modern society (Tian et.al, 2007). According to Embreston & Reise (2000) &Weiss (2004) Computer Adaptive Testing consists of a set of test items given to an examinee which give optimal information about his/her abilities. In Computer Adaptive Testing, test takers do not have to see exactly the same questions as any other examinee and they don’t have to answer equal number of test items (Weiss & Kingsbury, 1984). The objective of a Computer Adaptive Test is to choose for every student only those questions that most effectively and efficiently measure an examinees capability (Van der Linden et al., 2000).

The widespread adoption of Computer Adaptive Testing in educational assessment has been made practical by two major developments: the use of computers in testing (with improved processing abilities and speed) and Item Response Theory (IRT) procedures and this has led to the increased movement towards Computerized Testing in general and specifically towards the use of Computer Adaptive Testing.

Adaptive Testing is not completely a new idea because its principle can be traced from the work of Alfred Binet in the development of Binet IQ test used in psychological measurement (Davey & Stone, 2011; Weiss, 2004). In a Computer Adaptive Test, a test question is chosen, delivered, the answers scored and the test takers ability determined and the next question is chosen based on the determine ability level of the test taker. If the student gets the question right his/her competence level is increased and it is assumed that the examinee is also able to answer a more difficult question. If the item is wrongly answered, the examinee ability is decreased and an easier question is then chosen and presented (Gathitu, 2010).

Computer Adaptive Testing is seen as a more reliable mode of test administration than the usual Paper and Pencil Testing because it’s only those questions whose level of difficult matches the ability of the student are delivered to the student (Chuesathuchon, 2008). Computer Adaptive Testing aims at assessing the capabilities of every student accurately while at the same time solving the problems encountered under the paper and pencil tests because it is only those questions considered appropriate are selected and administered to the test takers (Da Silva et al., 2017).

Research conducted in the area of Computer Adaptive Testing has been limited, however, those that have been done have stressed that compared to Paper Based Testing, Computer Adaptive Testing is more effective because the test items are adapted to the test takers ability level. Besides its general accessibility and basic statistical analysis of data, the advantages of Computer Adaptive Testing include reliability, validity, fairness and feasibility (Chuesathuchon, 2008). According to Karnjanawasri (2002), Computerized Adaptive Testing improves test reliability, improves test security, it greatly minimizes and controls cases of cheating in tests and greatly cuts on the cost of printing and shipping tests. CAT is also known to be convenient and flexible in scheduling the test, testing can be done anytime, it offers immediate scoring and reporting of test results, reduces test supervision and fewer test items can be used to arrive at a more accurate estimate of test-taker proficiency levels.

According to Ndume et al., (2014), the use of computers in assessment has continued to provide a powerful tool that can be used to design assessment that are able to measure student capabilities that goes beyond the possibilities offered by the traditional assessment methods. The adoption of Information and Communication Technologies has therefore called for the reconsideration, rethinking and remodification of traditional examinations and out of this call; the idea of adopting Computer Adaptive Testing in assessment was born. The widespread use of computers in educational assessment has led to massive improvement in test administration and with the invention of the internet examination bodies and organizations can comfortably administer examinations worldwide with least problems. With the availability of computers in all schools,

Computer Adaptive Testing would present better methods of assessment and solve the problems associated with paper and pencil examinations (Al A’ali, 2007).

Statement of the Problem

The aim of this study was to establish whether Computer Adaptive Testing can be successfully adopted in educational assessment in Kenya by focusing on factors likely to affect its adoption.

The Government of Kenya has an ICT policy that aims at improving the lives of her citizens by making sure that ICT services across the country are accessible, efficient, reliable and affordable. Although technology has penetrated many sectors of the economy such as banks, transport and communication and in the medical field, the Kenyan education sector has not kept the same pace in adopting technology and has therefore lagged behind. According to a study conducted by Kandiri (2012), the use of computers is still an idea that is new and has not fully permeated in Kenyan schools and the study found that the perceptions and experiences of teachers and administrators plays a critical role in the use of computers and general applications of technology in Kenyan classrooms.

Although Kenya has an ICT policy for basic education, nothing much has been done to adopt ICT as an important tool in learning, teaching and assessment. According to UNDP (2015) use of ICT has a positive mark in fostering the goals of education if and only if it is effectively employed. ICT remains the greatest driver for development in both the

economic and technological fronts in the 21st Century, although despite this knowledge, a great deal of Kenyan school curriculum and assessment are delivered manually.

The problem facing the education sector in Kenya is how best the curriculum, instruction and assessment can be transformed to meet the ever rising call to employ ICT to teach and assess learners in the 21st century. In Kenya, the adoption of ICT in the education system is far from getting to the optimal required level and there is no empirical study that has fully addressed the level of integration of ICT required.

Research Questions

The study focused on the following questions:

i) To what extent is adoption of Computer Adaptive Testing in educational assessment affected by students and teachers perceptions?

ii) To what extent is adoption of Computer Adaptive Testing in educational assessment affected by the existing technological infrastructure?

iii) To what extent is adoption of Computer Adaptive Testing in educational assessment affected by the existing computer literacy?

Objectives of the Study

The objectives of the study were to determine:

i) The extent to which adoption of Computer Adaptive Testing is affected by students’ and teachers’ perception.

ii) The extent to which adoption of Computer Adaptive Testing is affected by the existing technological infrastructure.

iii) The extent to which adoption of Computer Adaptive Testing is affected by computer literacy.

Research Hypotheses

The study hypotheses were:

i) Adoption of Computer Adaptive Testing in educational assessment is not affected by students and teachers perceptions.

ii) Adoption of Computer Adaptive Testing in educational assessment is not affected by the existing technological infrastructure.

iii) Adoption of Computer Adaptive Testing in educational assessment is not affected by the level of computer literacy.

All hypotheses were tested at α 0.05 (95% confidence level)

Justification of the Study

Research on Computer Adaptive Testing in Kenya has been limited and therefore, this study hopes to provide awareness on the potentials of using computers in educational assessment. The findings of this study, it is hoped, they will provide feedback to

educational policy-makers, particularly the Ministry of Education regarding Computer Adaptive Testing policy regulation, formulations and implementation in educational assessment.

The study will also be useful to the Kenya National Examination Council and students in preparing them to keep abreast with emerging trends in educational assessment. Future scholars and researchers who might be interested to pursue this area further, it is hoped, that they will find this study important.

Scope and Limitation

This research project aimed at assessing the possibility of shifting the mode of test administration from Paper Based Testing to Computer Adaptive Testing. The study did not attempt to develop a Computer Adaptive Test but it purely relied on responses concerning the perception of students’ and teachers’ on the adoption of CAT. Since students have never been tested using CAT before, the findings of the study were based purely on how the students and teachers would feel if CAT was to be adopted in educational assessment.

This study was conducted only in those schools that offer Computer Studies as an examinable subject in Makueni County. Makueni County was chosen because the inhabitants are not only known to be very receptive to new ideas but also their willingness to retain those new ideas.

Operational Definitions

Computer Adaptive Test: an exam administered on a computer that adapts the difficult of each item to the competency level of the student. The next question selected depends on the response to the previous item.

Adaptive Testing: the process of test administration where the selection of the test items for administration depends on the examinees responses to earlier administered items (Weiss & Kingsbury, 1984).

E-Assessment: an electronic assessment process where technology is employed to administer, score, record and report assessment activities.

Computer Based Testing: method of test administration in which the questions are delivered via the computer.

Educational Assessment: the process of measuring and documenting what students have learnt.

Assessment: an educational process of gathering, analyzing and interpreting information related to students’ performance. (Ghaicha, 2016)

Perception: the way in which something is regarded, understood or interpreted. How students and teachers view adoption of Computer Adaptive Testing in educational assessments

Adoption: the readiness to use computers in educational assessment. The readiness to adopt Computer Adaptive Testing in educational assessment was established by determining the coefficient scores for variables such as the ratio of students to operational computers, power reliability, speed of the internet, ICT Infrastructure and students ease of use of computers.

.

THE ADOPTION OF COMPUTER ADAPTIVE TESTING IN EDUCATIONAL ASSESSMENT



TYPE IN YOUR TOPIC AND CLICK SEARCH.






RESEARCHWAP.ORG
Researchwap.org is an online repository for free project topics and research materials, articles and custom writing of research works. We’re an online resource centre that provides a vast database for students to access numerous research project topics and materials. Researchwap.org guides and assist Postgraduate, Undergraduate and Final Year Students with well researched and quality project topics, topic ideas, research guides and project materials. We’re reliable and trustworthy, and we really understand what is called “time factor”, that is why we’ve simplified the process so that students can get their research projects ready on time. Our platform provides more educational services, such as hiring a writer, research analysis, and software for computer science research and we also seriously adhere to a timely delivery.

TESTIMONIES FROM OUR CLIENTS


Please feel free to carefully review some written and captured responses from our satisfied clients.

  • "Exceptionally outstanding. Highly recommend for all who wish to have effective and excellent project defence. Easily Accessable, Affordable, Effective and effective."

    Debby Henry George, Massachusetts Institute of Technology (MIT), Cambridge, USA.
  • "I saw this website on facebook page and I did not even bother since I was in a hurry to complete my project. But I am totally amazed that when I visited the website and saw the topic I was looking for and I decided to give a try and now I have received it within an hour after ordering the material. Am grateful guys!"

    Hilary Yusuf, United States International University Africa, Nairobi, Kenya.
  • "Researchwap.org is a website I recommend to all student and researchers within and outside the country. The web owners are doing great job and I appreciate them for that. Once again, thank you very much "researchwap.org" and God bless you and your business! ."

    Debby Henry George, Massachusetts Institute of Technology (MIT), Cambridge, USA.
  • "Great User Experience, Nice flows and Superb functionalities.The app is indeed a great tech innovation for greasing the wheels of final year, research and other pedagogical related project works. A trial would definitely convince you."

    Lamilare Valentine, Kwame Nkrumah University, Kumasi, Ghana.
  • "I love what you guys are doing, your material guided me well through my research. Thank you for helping me achieve academic success."

    Sampson, University of Nigeria, Nsukka.
  • "researchwap.com is God-sent! I got good grades in my seminar and project with the help of your service, thank you soooooo much."

    Cynthia, Akwa Ibom State University .
  • "Sorry, it was in my spam folder all along, I should have looked it up properly first. Please keep up the good work, your team is quite commited. Am grateful...I will certainly refer my friends too."

    Elizabeth, Obafemi Awolowo University
  • "Am happy the defense went well, thanks to your articles. I may not be able to express how grateful I am for all your assistance, but on my honour, I owe you guys a good number of referrals. Thank you once again."

    Ali Olanrewaju, Lagos State University.
  • "My Dear Researchwap, initially I never believed one can actually do honest business transactions with Nigerians online until i stumbled into your website. You have broken a new legacy of record as far as am concerned. Keep up the good work!"

    Willie Ekereobong, University of Port Harcourt.
  • "WOW, SO IT'S TRUE??!! I can't believe I got this quality work for just 3k...I thought it was scam ooo. I wouldn't mind if it goes for over 5k, its worth it. Thank you!"

    Theressa, Igbinedion University.
  • "I did not see my project topic on your website so I decided to call your customer care number, the attention I got was epic! I got help from the beginning to the end of my project in just 3 days, they even taught me how to defend my project and I got a 'B' at the end. Thank you so much researchwap.com, infact, I owe my graduating well today to you guys...."

    Joseph, Abia state Polytechnic.
  • "My friend told me about ResearchWap website, I doubted her until I saw her receive her full project in less than 15 miniutes, I tried mine too and got it same, right now, am telling everyone in my school about researchwap.com, no one has to suffer any more writing their project. Thank you for making life easy for me and my fellow students... Keep up the good work"

    Christiana, Landmark University .
  • "I wish I knew you guys when I wrote my first degree project, it took so much time and effort then. Now, with just a click of a button, I got my complete project in less than 15 minutes. You guys are too amazing!."

    Musa, Federal University of Technology Minna
  • "I was scared at first when I saw your website but I decided to risk my last 3k and surprisingly I got my complete project in my email box instantly. This is so nice!!!."

    Ali Obafemi, Ibrahim Badamasi Babangida University, Niger State.
  • To contribute to our success story, send us a feedback or please kindly call 2348037664978.
    Then your comment and contact will be published here also with your consent.

    Thank you for choosing researchwap.com.