7 Steps To Embed Term Papers Results In Learning Analytics

7 Steps Τo Embed Term Papers Results Ιn Learning Analytics
Summary: Do you wish to enhance your learning process with learning analytics? The inclusion of all assignment types into the learning analytics will guarantee much better analytical outcomes.

How Τo Embed Term Papers Results In Learning Analytics In 7 Steps

Learning analytics (LA) has recently become popular as an informative, actionable tool for ongoing and flexible assessment of a student’s academic performance. While students’ progress monitoring is nothing new, and all tutors track the progress of each student in their own way, LA is a conceptually new approach to student performance assessment. It is valuable for both students and tutors and shows in practice how educational technology is progressing so that it can show not only the past performance but also forecast the future of a student’s learning outcomes.

Given such a profound role of LA in each individual’s academic performance, the question arises on the effective input of data into the LA tools for the sake of precise, comprehensive analysis, and prediction of individuals’ learning. Here, we assess LA as a tool and give recommendations on integrating term papers into the system for the sake of accurate, informative LA outcomes.

What Is Learning Analytics?

This new ed-tech tool represents an arrangement of data derived from students’ educational progress reports and dashboards. Compilation of data on a single student from a variety of sources gives a rich dataset for analysis that shows strong and weak sides of that person’s learning. Based on such analysis, the student may not only get an academic "diagnosis" of his or her aptitude, but also determine ways in which performance can be strengthened and improved, and gaps can be closed.

At present, the arsenal of LA types contains 4 approaches, each of which holds particular value for the educators and students.

  • Descriptive analytics is similar to descriptive statistics in a way it illustrates trends and enables analysts to discern some specific patterns of student performance.
  • Diagnostic LA helps to identify weak and strong areas; it goes further than purely descriptive LA by trying to uncover the reasons for poor performance in certain areas.
  • Predictive LA is an intellectual tool making forecasts based on the results of description and diagnosis; it determines the future of student performance on the basis of past and present learning outcomes.
  • Finally, the prescriptive LA type is targeted at making the prognosis better by issuing recommendations for learning advancement.

In this way, LA results become a valuable tool for any student’s individualized progression and ongoing improvement of learning quality. By gathering data and analyzing it, tutors may not only get an excellent continuous assessment inventory but also inform strategies for improvement for better learning.

Steps For Including Your Term Papers Into LA

Taking into account the assistance that LA gives to students and supervisors alike get from the outcomes, it is necessary to supply all valuable information for the LA to work out in the best possible way. In this context, the inclusion of term papers into the LA input becomes mandatory, since term papers are an important indicator of student progress and academic performance. Term paper grades and the way in which a student completes them may give much valuable information about how well students captured the learning material and what their educational prospects are. Here is a simple but workable strategy for integrating term papers into the LA:

  1. Set up your Learning Measurement System (LMS).
  2. Determine your performance measures.
  3. Establish your performance targets.
  4. Implement the performance measurement system you like.
  5. Include all assignments’ scores into the system.
  6. Integrate term paper grades and extended feedback into the LMS.
  7. Assign values to each of the assignments you input into the LMS to allow more flexible analysis.

That’s the general process in which any person can use the LMS, and your process of integrating term papers into it may be repeated with any other assignment. The main thing to keep track of is the relative value of each assignment. You should stipulate how much each assignment is worth, and how strongly it affects your total grade so that the LMS conducts analysis more precisely.

How Can Learning Analytics Help?

Taking into account the profound (and increasing) role of ed-tech in the lives of contemporary students and academic establishments, LA has a wide range of applications ranging from tutors’ evaluation of the group to students’ development of strategies for better learning. If data is collected from all available resources and gives an accurate, complete snapshot of a student’s learning, its LA outcomes can give reliable predictions regarding:

  • The risk and likelihood of a student’s dropout from the educational establishment.
  • Learning strategies for improving weak sides and gaps.
  • Areas requiring extra effort and outside support.

As you can see, LA can come in handy for numerous purposes, and it is a sure positive educational innovation. It showcases how technology becomes increasingly assistive for education, and pinpoints further avenues for an interaction of these two areas. Let’s see what other benefits LA can give to students and tutors due to quick technological advancement and technological tools’ evolution with smarter technology.