The Tech Edvocate

Top Menu

  • Advertisement
  • Apps
  • Home Page
  • Home Page Five (No Sidebar)
  • Home Page Four
  • Home Page Three
  • Home Page Two
  • Home Tech2
  • Icons [No Sidebar]
  • Left Sidbear Page
  • Lynch Educational Consulting
  • My Account
  • My Speaking Page
  • Newsletter Sign Up Confirmation
  • Newsletter Unsubscription
  • Our Brands
  • Page Example
  • Privacy Policy
  • Protected Content
  • Register
  • Request a Product Review
  • Shop
  • Shortcodes Examples
  • Signup
  • Start Here
    • Governance
    • Careers
    • Contact Us
  • Terms and Conditions
  • The Edvocate
  • The Tech Edvocate Product Guide
  • Topics
  • Write For Us
  • Advertise

Main Menu

  • Start Here
    • Our Brands
    • Governance
      • Lynch Educational Consulting
      • Dr. Lynch’s Personal Website
      • Careers
    • Write For Us
    • The Tech Edvocate Product Guide
    • Contact Us
    • Books
    • Pedagogue
    • Edupedia
    • The Edvocate Podcast
    • Terms and Conditions
    • Privacy Policy
  • Topics
    • Assistive Technology
    • Child Development Tech
    • Early Childhood & K-12 EdTech
    • EdTech Futures
    • EdTech News
    • EdTech Policy & Reform
    • EdTech Startups & Businesses
    • Higher Education EdTech
    • Online Learning & eLearning
    • Parent & Family Tech
    • Personalized Learning
    • Product Reviews
  • Advertise
  • Apps
  • Tech Edvocate Awards
  • The Edvocate
  • P-20 Ed Careers

logo

The Tech Edvocate

  • Start Here
    • Our Brands
    • Governance
      • Lynch Educational Consulting
      • Dr. Lynch’s Personal Website
        • My Speaking Page
      • Careers
    • Write For Us
    • The Tech Edvocate Product Guide
    • Contact Us
    • Books
    • Pedagogue
    • Edupedia
    • The Edvocate Podcast
    • Terms and Conditions
    • Privacy Policy
  • Topics
    • Assistive Technology
    • Child Development Tech
    • Early Childhood & K-12 EdTech
    • EdTech Futures
    • EdTech News
    • EdTech Policy & Reform
    • EdTech Startups & Businesses
    • Higher Education EdTech
    • Online Learning & eLearning
    • Parent & Family Tech
    • Personalized Learning
    • Product Reviews
  • Advertise
  • Apps
  • Tech Edvocate Awards
  • The Edvocate
  • P-20 Ed Careers
  • Why E-Learning is Key to Building Disaster-Proof Education

  • Decoding is Essential for Young Readers

  • Getting a Job as a Teacher in New Mexico

  • Product Review of mylyapp

  • Product Review of myly School App

  • Product Review of MyLab from Pearson

  • Product Review of MyKidzDay

  • Product Review of MyiSchool

  • Product Review of Movable Alphabet

  • Product Review of Mouse Maze

Students
Home›Students›Why Data-Driven Insights Are the Key to Elevating Student Outcomes

Why Data-Driven Insights Are the Key to Elevating Student Outcomes

By Matthew Lynch
February 21, 2022
1327
0
Spread the love

Any teacher can tell you that student growth is arguably one of the most important aspects of teaching. Objectively measuring student-growth may seem difficult, but with the increase in data collection and analysis techniques, insights into student growth are becoming more accessible. These data-driven insights are the key to elevating student outcomes because you can see exactly where improvements need to take place. 

Benefits of Data-Driven Insights 

Student data can assess what extra help individual students need. Students that are given individual work based on their ability level can advance at their own pace. In classrooms, sometimes it is hard to continue with lessons without certain students feeling left behind; so, by using data, you can create individual lessons for students to gain extra help on topics they are struggling with. 

Algorithms can be used to predict student achievement. When used properly, these algorithms can identify patterns in student behavior and academics, which can then be used to predict future outcomes. By making these predictions, teachers are able to take a proactive approach to student problems and plan an intervention before these behaviors become a hindrance on student success.

Additionally, algorithms can analyze data that helps with student retention rates. Higher education institutions have begun to use algorithms to identify warning signs of struggling students, so they know when to intervene. These warning signs are found through student success data and help the students get the personalized attention that they need to continue with their education. Clearly, these data-driven insights are useful in educational institutions of all levels in order for every student to get the help they need, regardless of age. 

Data can also identify areas in which equity is not present in an educational institution. For example, data that shows low enrollment for adult learners can help determine what factors block the accessibility of education for these people. The institution with this information can then analyze it to determine what they can do differently to make learning more accessible. In the example previously discussed, the school may discover that day classes are a barrier that adult learners face when trying to achieve higher education; this may be because of factors such as work and childcare needs. Understanding student data can help schools maximize learning potential and accessibility for all students. 

How to Obtain Data-Driven Insights 

Algorithms are used to determine placement in schools based on student data. These placements can help students learn at their proper academic level and ability, ensuring they do not miss anything important and learn what they need to succeed. For example, algorithms can assess student data to determine if a student is a good fit for a specific instructional program. When students are paired with a program compatible with their strengths, they are more likely to succeed academically. 

Algorithms can be used to assess data from tests as well. This testing information allows teachers to reflect on what they can do better to help students. For example, if a teacher sees that most students got a specific question wrong on a test, the teacher can ask him/herself how to teach it better so students understand better.

One thing to remember when using algorithms based on data is that these technologies can carry bias. Technology cannot observe and report on external factors that may be influencing student data, so always proceed with caution when using algorithms to make assumptions about student achievement. 

Remember, schools need to share data with parents. Data transparency is an essential part of data collection because it allows parents to understand their child’s learning growth. Making this information easily accessible can help parents better understand how they can help their children. 

Conclusions 

Although data has been proven time and time again to be extremely helpful in monitoring and boosting student success, teachers may feel overwhelmed by the thought of collecting and analyzing this data. However, there are many resources to help you with your collection and understanding of this student information. Remember not to let the fear of the process deter you from using this valuable resource. There are many different software and online templates that can help you gain this information to help students succeed to their full potential!

Previous Article

Product Review of SAF School Management Software

Next Article

Product Review of Navitus LMS

Matthew Lynch

Related articles More from author

  • Students

    How Educators Are Exploiting Innovation to Keep Students Engaged Remotely

    January 27, 2021
    By Matthew Lynch
  • StudentsTeachers

    Technology and Science Topics to Debate

    June 22, 2021
    By Matthew Lynch
  • Adaptive LearningAdult EducationClassroom ManagementEarly ChildhoodEarly Childhood & K-12 EdTechElementary EducationElementary SchoolHigh SchoolHigher EducationK-12Matthew LynchMiddle SchoolMiddle School EducationOnline Learning & eLearningPreK-12Secondary EducationSpecial EducationStudents

    The Two Main Barriers Against Deep Learning

    October 23, 2020
    By Matthew Lynch
  • Online Learning & eLearningStudents

    Meeting the Needs of Introverted Students With e-Learning

    November 10, 2020
    By Matthew Lynch
  • StudentsTeachers

    Debate Topics for Elementary School Students

    June 22, 2021
    By Matthew Lynch
  • StudentsTeachers

    Debate Topics for Middle School Students

    June 22, 2021
    By Matthew Lynch

  • Early Childhood & K-12 EdTech

    How to Sharpen Your Students’ Digital Citizenship Skills

  • Classroom ManagementProduct Reviews

    Product Review of SchoolVue

  • EdTech Startups & Businesses

    Ed Tech Companies That I Really Love: Part I

Search

Login & Registration

  • Register
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org

Newsletter

Signup for The Tech Edvocate Newsletter and have the latest in EdTech news and opinion delivered to your email address!

  • Recent

  • Popular

  • Comments

  • Why E-Learning is Key to Building Disaster-Proof Education

    By Matthew Lynch
    June 30, 2022
  • Decoding is Essential for Young Readers

    By Matthew Lynch
    June 30, 2022
  • Getting a Job as a Teacher in New Mexico

    By Matthew Lynch
    June 30, 2022
  • Product Review of mylyapp

    By Matthew Lynch
    June 29, 2022
  • Product Review of myly School App

    By Matthew Lynch
    June 29, 2022
  • 20 Top Virtual Reality Apps that are Changing Education

    By Matthew Lynch
    March 11, 2017
  • 7 Ways Technology Is Impacting Modern Education

    By Matthew Lynch
    March 4, 2017
  • Why Mobile Technology Enhances Instruction

    By Matthew Lynch
    December 14, 2016
  • 7 Roles for Artificial Intelligence in Education

    By Matthew Lynch
    May 5, 2018
  • Digital Literacy is the Most Important Lifelong Learning Tool

    By Matthew Lynch
    December 30, 2017
  • Teaching Learners Digital Content Curation Skills - Fab Lab Connect
    on
    June 30, 2022

    Teaching Learners Digital Content Creation Skills

    […] Read More… […]
  • Why Are Some Educators Still Reluctant to Use Technology in the Classroom? - The Tech Edvocate ...
    on
    June 29, 2022

    Evaluating Technology Integration in Schools

    […] no time to ...
  • Onboarding Salespeople: Getting New Sales Reps Up to Speed Quickly
    on
    June 28, 2022

    Understanding the Fundamentals of a Sales Script in Your Customer Interaction Journey

    […] provide a full-picture ...
  • The Changing Role of Social Responsibility – Perfect Release
    on
    June 27, 2022

    How to Teach Kids Social Responsibility in a Connected World

    […] Lynch, M. (2018, ...
  • Teaching Early Geometry Concepts – Ask a Tech Teacher
    on
    June 23, 2022

    Teaching Early Geometry Concepts

    […] spend a lot ...

EdTech Policy & Reform

  • Curriculum & InstructionEdTech Policy & ReformEducation Leadership

    Why We Should Leave Behind the Cookie-cutter Education

    Spread the loveChange appears to be the only “constant” factor in the educational field. However, what happens when a more significant shift becomes necessary? To provide students with the best ...
  • Adaptive LearningCurriculum & InstructionDigital & Mobile TechnologyDigital Age TeachersEarly Childhood & K-12 EdTechEdTech & InnovationEdTech Policy & ReformInstructional Technology

    Exploring New Ideas: Student-Driven Remote Learning

    Spread the loveRemote learning is taking its toll on our students. They miss the social side of school. Not seeing their classmates or teachers is leading to nervousness, anxiety, and ...
  • Digital & Mobile TechnologyEdTech & InnovationEdTech Policy & Reform

    Implementing Education Technology by Pursuing Technology Education

    Spread the loveTechnology is used for many great things in our world. It’s a powerful tool when used correctly. As such, this powerful tool can be used to transform learning.  ...
  • EdTech Policy & Reform

    How Much Bias Is Okay in Your School?

    Spread the loveThe algorithm has proven itself to be a handy tool when it comes to solving education problems. It’s also not without bias.  You may be wondering how some ...
  • EdTech Policy & ReformFeaturedFresh

    Edtech Should Complement Good Pedagogy, Not Attempt to Replace It

    Spread the loveThe newest generation of edtech is downright amazing; it’s no wonder that various education stakeholders might be a little excited about its potential to transform education. However, edtech ...

EdTech Startups & Businesses

  • EdTech Startups & Businesses

    Edtech Companies Can Learn What Not to Do From Delta Airlines

    Spread the loveIt seems that edtech companies still have a lot to learn about their business models and practices. With that being said, there is a lot they can learn ...
  • Digital LeadershipEdTech Startups & BusinessesProduct Reviews

    Product Review of Collegix

    Spread the love This is a comprehensive ERP solution for colleges and universities that provides modular, totally integrated learners services, finance, HR, and advancement. Collegix provides online and offline workarounds ...
  • Early Childhood & K-12 EdTechEdTech Startups & BusinessesProduct Reviews

    Product Review of Discovery Education

    Spread the love Discovery Education is a big player in EdTech. The company has established itself as the leading provider of digital curriculum resources, digital content, and professional development for ...
  • EdTech Startups & BusinessesProduct Reviews

    Product Review of AptaFund

    Spread the loveAptaFund is a business management software that provides essential functions to educational institutions, such as web access to educators, parents, and learners. It allows elementary schools and other educational ...
  • EdTech Startups & Businesses

    Understanding the Fundamentals of a Sales Script in Your Customer Interaction Journey

    Spread the loveSales scripts are crucial to any business and can be the main difference in achieving the set targets. A well-written sales script that factors in customers from different ...

Digital Equity

  • Digital & Mobile TechnologyDigital EquityDigital Literacy

    Teaching Learners Digital Content Creation Skills

    Spread the loveContent curation is nothing new and has always been a coveted skill. It has been this way for hundreds of years — think of art galleries, museums, or ...
  • Digital & Mobile TechnologyDigital EquityEdTech & Innovation

    Promoting Online Access With Hotspots, Laptops, and Planning

    Spread the loveWhen becoming a leader in the field of education, it is important to consider equity. Some students may not have access to devices or the internet from their ...
  • Digital EquityDigital Leadership

    How Can You Assess the Tech Needs of Your Students Outside of School?

    Spread the loveToday, I received an email from the middle school principal in Los Angeles. She explained to me that the school that she ran was in one of the ...
  • Digital Equity

    It Is Time for the Edtech Industry to Stop Denying Its Equity and Race Problem

    Spread the loveThe EdTech industry is dominated by white employees, white leaders, and white entrepreneurs. If you doubt this statement, just attend an Edtech conference. Admittedly, educators and others don’t ...
  • Digital Equity

    How OER Can Help Overcome the Higher Education Equity Barrier

    Spread the loveThe cornerstone of the American dream is the ability to succeed in life regardless of one’s family of origin. And, for most people, that requires a college education. ...

EdTech Futures

  • Adaptive LearningAssistive TechnologyEdTech FuturesInstructional TechnologyTeachers

    Will AI Replace Teachers?

    Spread the loveThrough the years, robots have taken over many jobs. First, they replaced horses and wagons and horses and plows, then they started to replace people. A few examples ...
  • EdTech FuturesHigher EducationHigher Education EdTechUncategorized

    The Future of Higher Education Must Avoid Returning to the Past

    Spread the loveColleges and universities can make higher education safer, smarter, and more accessible through automation and collaboration technologies – if they commit to it. Author: John Hulen, Director of ...
  • EdTech FuturesOnline Learning & eLearning

    IT Trends To Watch As Higher Education Moves Into a New Decade

    Spread the loveEdtech couldn’t have hoped for a better launch into the new decade than the push the industry received from COVID-19. Even the most tech-resistant institutions and individuals have ...
  • EdTech Futures

    4 Emerging EdTech Trends in 2022

    Spread the loveCovid-19 has not only changed education as we know it, but it has forced education technology (EdTech) to up its game. EdTech has been crucial since the start of this ...
  • Adult EducationEdTech & InnovationEdTech FuturesEducation LeadershipEducational LeadershipHigher EducationHigher Education EdTechThe Future of Education

    Education Technology and the Future of Higher Ed Leadership

    Spread the loveEducation Technology (EdTech) has had a more significant impact on education than anyone expected. Now its effects are reaching into the field of higher education. In this article, ...

About Us

Since technology is not going anywhere and does more good than harm, adapting is the best course of action. That is where The Tech Edvocate comes in. We plan to cover the PreK-12 and Higher Education EdTech sectors and provide our readers with the latest news and opinion on the subject. From time to time, I will invite other voices to weigh in on important issues in EdTech. We hope to provide a well-rounded, multi-faceted look at the past, present, the future of EdTech in the US and internationally.

We started this journey back in June 2016, and we plan to continue it for many more years to come. I hope that you will join us in this discussion of the past, present and future of EdTech and lend your own insight to the issues that are discussed.

Newsletter

Signup for The Tech Edvocate Newsletter and have the latest in EdTech news and opinion delivered to your email address!

Contact Us

The Tech Edvocate
5322 Markel Road, Suite 104
Richmond, VA 23230
(601) 630-5238
[email protected]

Follow us

Copyright © 2022 Matthew Lynch. All rights reserved.