Sponsored post in collaboration with Learnics. All opinions are my own
Digital literacy is a critical skill, and with access to so many resources, it is essential that educators work with students in all classrooms to help them develop their research skills. Especially with the rapidly advancing technology available to everyone, such as ChatGPT, we want to provide students with opportunities as crucial as reading and writing. Teachers are constantly seeking innovative tools to enhance their students’ research skills. Learnics offers a digital space for students to conduct their research and track time spent and resources found!
What is Learnics?
Learnics is a free Chrome Extension that helps students to streamline the research process. Through its robust platform, students conduct research, and Learnics will track the websites visited and the amount of time spent on each site, take notes, create tags, and even generate bibliographies automatically. It can assist with the process, but the main focus is on enhancing the quality of work and also helping students to focus on academic integrity as they work. By using Learnics, students are able to organize their research more effectively and also see a detailed overview of their research process. Learnics provides a space for nurturing responsible research practices and critical thinking skills among students.
Standout Features of Learnics
Website Capture and Time Tracking: Learnics automatically logs sites visited and the time spent on each, providing invaluable insights into students’ research habits.
Notes and Tags: Students are able to keep everything in one space. They can take notes and use tags to help them keep their research organized. Students can also download the record of their research.
Auto-generated Bibliography: Students learn how to properly cite resources used with the auto-generated bibliographies created in Learnics. Bibliographies based on students’ research history are created in alignment with APA, MLA, and Chicago formats.
Snapshot Report: One of my favorite features of Learnics is the snapshot report. When doing research, it is helpful to see the process, and with Snapshot, students have an overview of their entire research journey. The Snapshot report helps to promote reflection and critical thinking skills among students.
Learnics Classroom Pro
Diving into Classroom Pro, I immediately thought it was a game-changer. For educators, it is important to support students as they develop and refine their research skills. Teaching students how to conduct research and properly cite sources is key. With Learnics Classroom Pro, teachers can create a lesson for students and then review their students’ research process in real time. Teachers can monitor class progress, view sites visited, check search terms used, and assess notes, tags, and annotations made by students. Having access to this information also helps educators to better understand student needs during research and provide additional resources to help them with each task. Classroom Pro is an invaluable tool for ensuring the authenticity of student work and fostering a focused, engaged research environment.
Benefits of Using Learnics
For students, Learnics helps them to streamline the research process. With all of their research in one space, it eliminates the need to use multiple tools or toggle between different tabs. Learnics helps students develop better organization skills through the use of notes and tags, which makes their writing process more efficient.
And when it comes to citations, having assistance to learn from is quite helpful. With the auto-generated bibliography feature, students understand the importance of properly citing their sources and can further develop their skills.
For teachers, gaining insight into student research practices helps to provide better support. Through Classroom Pro, teachers can view each student’s research process and then use this to provide more targeted instruction and authentic and meaningful feedback. Understanding students’ research habits enables teachers to observe how and where students spend their time or if they are struggling to find reliable sources. With this insight, teachers can better provide targeted instruction to address individual and class-wide learning needs.
With the features of Learnics, teachers can check the originality of student work while also tracking the potential use of AI. Learnics also helps students to engage in peer review and collaboration and share resources and feedback, which better prepares them for future success in the workplace.
Get Started with Learnics
It is easy to get started with Learnics. Simply download the Chrome Extension from the Chrome Web Store and begin exploring the resources available. Students choose to enable the Chrome extension on their browser as they engage in research.
For teachers, check out the demo to learn more about Classroom Pro. The ability to conduct effective, efficient, and responsible research is essential. Learnics provides a space for students to enhance their academic skills and become digitally literate.
About the Author:
Rachelle Dené is a Spanish and STEAM: What’s Next in Emerging Technology Teacher at Riverview High School in Oakmont, PA. Rachelle is also an attorney with a Juris Doctor degree from Duquesne University School of Law and a Master’s in Instructional Technology. Rachelle is an ISTE Certified Educator and Community Leader and served as president of the ISTE Teacher Education Network. She was named one of 30 K-12 IT Influencers to follow in 2021.
Looking for PD for your school or keynotes for your conference? I provide in-person and virtual training on the following topics. If you want to learn more about and explore AI and ChatGPT, contact me to schedule! Rdene915@gmail.com or use the Book Me form on my website. bit.ly/thriveineduPD
**Interested in writing a guest blog or submitting a sponsored post for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks
The start of a new school year or calendar year is always a great time to explore some new ideas, especially with all of the amazing tools and technologies available to us. There are many exciting options available to educators and students to choose from, and sometimes, making the choice is a challenge. Personally, one of my favorites is bringing augmented and virtual reality into my classroom through CoSpaces Edu.
Initially, I used CoSpaces in my STEAM emerging technology course for several years, having students work on a variety of projects in my class and for some cross-curricular collaboration. One day, I was challenged by a few of my students in a Spanish II course who had seen the projects being created, and they wondered why they were not able to do something similar. I was speechless, and I didn’t have an answer for them. Honestly, I had not thought about bringing AR/VR into my Spanish classes. Fortunately, I knew about all of the benefits and great features of CoSpaces that foster collaboration, creativity, and many other essential skills. I also loved that students have the ability to create independently or to work together on the same project from wherever they are. So I thought to myself, why not?
If you are not familiar with CoSpaces Edu, it is a truly versatile, user-friendly platform that enables students and teachers to create virtual spaces full of animals, people, objects, and more. It is a great way to focus on developing many skills in schools, from SEL to STEAM and more. It is also a great option for helping students develop an interest in STEM, especially coding, a highly in-demand skill.
From coding and language learning to STEAM and collaboration, CoSpaces Edu offers so many ways for students (and teachers, we need to learn, too!) to create their own AR and VR experiences. An alternative to traditional tools that might be used for digital storytelling, explaining and exploring complex topics, or for creating virtual field trips through a moment in history, for example.
So, with all of the options available, why choose CoSpaces Edu? It has been a game-changer in my classroom. It provides an intuitive, user-friendly platform that educators, students, and families supporting students can easily navigate. It offers a different way to share and show learning as students can create, explore, and interact with 3D virtual worlds, which not only engages students but also provides more for different student interests. It also provides lesson plans and activity ideas for teachers to explore!
Most importantly, CoSpaces Edu encourages creativity, collaboration, and problem-solving — skills that are essential for today’s learners. It also gives students the chance to learn about coding, which is not something just for those studying computer science or teaching a STEM-related course. The best part of CoSpaces Edu is that it introduces students to the basics of coding in a truly engaging and meaningful way. As students explore independently while designing their virtual worlds, they learn how to create by selecting and manipulating different characters and objects and can start coding either with block-based coding or a scripting language like JavaScript.
Over the years, I have seen hesitancy when it comes to coding, and with CoSpaces, students build confidence as they create and enjoy working together with classmates in their virtual space. The variety of options available and with coding helps students understand what can be abstract concepts, develop logical thinking, and hopefully and ideally, lead to the development of an interest in computer science!
5 ideas to try in 2024!
Take a tour! First, When I get started in my own classroom with my students, I always give them time to explore all of the different projects that are available in the gallery. What types of projects do they see, which ones do they like, and what might they like to create? I think it’s a good way to get them thinking about the different possibilities and also give them time to explore on their own and see what clicks with them. So when I say take a tour, I tell them to just choose a topic, whether it’s STEM or if they see some games to play, and then I ask them to share with their classmates what they found, why they liked it, and any other ideas that they come up with for what they could do that is similar or how they would make it different or improve it. But it’s a fun way to get students talking and brainstorming to help them prepare to make their own projects.
2) About Me: I love using the templates or giving students the option to create their own to design an About Me space. CoSpaces offers a great template to get students started and comfortable with learning how to navigate, change text, add, and animate characters by using this as a starter.
It leads to more excitement and creativity and is also a fantastic way to learn about our students and for them to learn about each other.
3) Interactive Storytelling: My students loved exploring the different projects in the gallery, and one way for students to use CoSpaces is to have them create an interactive experience. They can retell a story with a different ending or summarize something they have learned in class. To demonstrate, they can then include a variety of characters and other props to bring it to life. By diving into coding, they can really make it an interactive experience with animated characters and animals! Students can even create scenarios where they script and act out dialogues, recording their voices directly in the space. Also, give students the option to create on the Merge Cube, which makes interactive storytelling a real hands-on, fun learning experience!
4) Language Learning: A complete game changer for that Spanish class that pushed me to realize that I needed to bring in some new opportunities for them. Through a more immersive and collaborative learning experience with classmates, what a difference it made for language learning, student engagement, and increasing motivation! CoSpaces Edu offered all of that, and it was so much fun for them and for me! I was nervous at first, but it was a risk worth taking and one that paid off for them and their retention of the language. It also led to building relationships with classmates as students worked together to create their projects. Students had a different and more authentic way to practice vocabulary, build grammar skills, and engage in conversation in the virtual environment. And, they retained the content, which typically is a bit challenging because of the grammar, far beyond prior years!
5) Collaborate: Think about the grade level you teach and the content area. There are many ways to incorporate projects for students to create virtual models, or design prototypes, or bring a story to life! When CoSpaces Edu added the ability for students to work in groups, what a difference that made! Fostering collaboration is so important as we prepare students for the future. The ability to work effectively in teams is one of the most in-demand skills on the Job Skills Outlook from the World Economic Forum.
With the collaborative features of CoSpaces Edu, multiple students can work on the same project from different devices and from wherever they are! Not only can they learn about augmented and virtual reality and build essential skills, but it also boosts digital citizenship skills in the process. For collaborating, we can teach them how to manage a group project, assign roles, and problem-solve.
One of my other favorites is for a class project where all students are involved in a complex project where each student is responsible for a part of the virtual world. Think of a topic or a theme. Each student can create their space and then design one comprehensive experience that everyone can learn from and reinforce their content area skills through.
As educators, our primary goal is to prepare students for the future. CoSpaces Edu is not just another tech tool; it’s a platform that fosters the essential skills needed in the 21st century. It encourages creativity, critical thinking, collaboration, and digital literacy. By integrating CoSpaces Edu into your curriculum, you’re enhancing your students’ learning experiences and equipping them with the skills to thrive in an increasingly digital world. And, for extra fun, check out the goodies available, such as classroom posters, badges, and more! Use my code: COSRACHELLED or COSPromoRDP24.
About the Author:
Rachelle Dené is a Spanish and STEAM: What’s Next in Emerging Technology Teacher at Riverview High School in Oakmont, PA. Rachelle is also an attorney with a Juris Doctor degree from Duquesne University School of Law and a Master’s in Instructional Technology. Rachelle is an ISTE-certified educator and community leader and served as president of the ISTE Teacher Education Network. She was named one of 30 12 IT Influencers to follow in 2021 and one of 150 Women Global EdTech Thought Leaders in 2022.
Contact Rachelle to schedule sessions about Artificial Intelligence, Coding, AR/VR, and more for your school or event! Submit the Contact Form.
Follow Rachelle on Twitter(X) and Instagram at @Rdene915
**Interested in writing a guest blog for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks
************ Also check out my THRIVEinEDU PodcastHere!
Join my show on THRIVEinEDU on Facebook. Join the group here
Part II: Getting students to think about their learning journey
Throughout the year, engaging students in ongoing reflection on what they are learning is essential. One of the five core competencies of social-emotional learning (SEL) is for students to develop self-awareness. It’s also vital for them to build self-management skills to work through challenges that can come with learning, reflect on their growth, and set new goals.
Whether students engage in discussions with classmates or use digital tools to share ideas in a comfortable virtual space, there are many options. We need to get our students to share what they are thinking and take time to reflect on their learning. We also need to model this reflective practice for them. This is essential for academic, personal, and future professional growth. To best prepare students for the future, ongoing reflection is vital.
With an opportunity to reflect, students are able to better understand their thought processes and interests. It helps them to identify areas where they can improve and recognize areas that they are strong in. Creating opportunities for students to share their learning with classmates and with us promotes collaboration, fostering a stronger sense of community in our classrooms. Together, we can create a supportive learning community.
Through the five competencies of SEL, we can help students focus on developing skills of social awareness and building relationships. Students will better understand their own thought processes and deepen their understanding of the content they are learning. However, getting students to share their thoughts and reflect on their learning can be challenging. Here are five ideas for encouraging students to reflect on their learning and share their thoughts.
1.Think-Pair-Share is an activity that doesn’t require much time at all to use and can be very effective. It encourages students to share their ideas, learning experiences, and thoughts with one another. The teacher can provide a short prompt or topic for discussion and then give students time to think individually before pairing up with a partner. Those one-on-one conversations can help students become more comfortable expressing themselves in class. After a certain period of time, each pair can share their thoughts with the class. This strategy will work well without digital tools; however, there are some options to explore.
2. Peer-pairing: To randomly place students in pairs, use a random name generator so students build relationships with their classmates. It is fun to have the names on the big wheel and place students into groups. I have used this also as a way to select the order of presentations. It helps to reduce a bit of the stress with wondering when you have to present and makes it a fun experience.
3. Class sharing: To help students build confidence, use a tool such as Padlet or Flip to have students post ideas on a collaborative board or create audio or video responses. Whatever way we have students “share,” it encourages them to engage in conversation and more active listening. Students learn about different perspectives on a given topic, which promotes the development of social awareness skills.
4. Snorkl is a new AI-powered tool that I found, and I really love the possibilities. Teachers assign an activity and it enables students to record their screen and speak about the work they have done. For example, how they solved a math problem, writing and reading in the language they are learning, describe an image, and so much more. It can be set to provide AI feedback with or without teacher approval. It was fun to try for the first time in my class. Look for more information in an upcoming post.
With the tools that offer audio or video options, it is a more authentic way to learn about the student. Teachers see and hear their students’ thought processes and can then offer more personalized and meaningful feedback to each student.
One extra is for teacher and student reflection. Learning about students’ thoughts about our methods, their comfort in the classroom, and more is important. Last year, I started exploring LessonLoop, which provides anonymous surveys that teachers can issue to students. It provides a rating with explanations based on student engagement, SEL, and comfort in the learning space and provides additional insights. Teachers can then take the information and use it to reflect on their practice and involve students by showing their input is valued through the use of these surveys. LessonLoop also has educators who will prepare some tips for teachers to try!
Whatever method or tools we choose to bring into our classrooms, the goal is still the same: Prepare students for the future with skills that enable them to be flexible and adapt to the changing look of education and work. Reflective practice is a key component of this future preparation!
Author
About the Author:
Rachelle Dené is a Spanish and STEAM: What’s Next in Emerging Technology Teacher at Riverview High School in Oakmont, PA. Rachelle is also an attorney with a Juris Doctor degree from Duquesne University School of Law and a Master’s in Instructional Technology. Rachelle is an ISTE-certified educator and community leader and served as president of the ISTE Teacher Education Network. She was named one of 30 12 IT Influencers to follow in 2021 and one of 150 Women Global EdTech Thought Leaders in 2022.
Contact Rachelle to schedule sessions about Artificial Intelligence, Coding, AR/VR, and more for your school or your event! Submit the Contact Form.
Follow Rachelle on Twitter(X) and Instagram at @Rdene915
**Interested in writing a guest blog for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks
************ Also check out my THRIVEinEDU PodcastHere!
Join my show on THRIVEinEDU on Facebook. Join the group here
This will be the first post where I will share some different tools or resources to explore!
Each year, I like to take time and think about the digital tools we use in our classroom, the benefits, and how I might find new ways to use them. When I look to use technology in my classroom, I always start with the “purpose”Why” behind it. What will it help me to do better as a teacher? How can it help students to learn in more personalized or authentic ways? And what skills will students build as a result that traditional non-technology methods might not afford?
There are tools that I continue to use each year because they have added new features or they have integrated with other tools that we are using in our classroom. Here are six tools to check out as we start 2024! And one that is highly recommended to dive into AI in your classroom!
CoSpaces EDU is a virtual reality platform that became a favorite for some of my 8th-grade students this year. Whether creating a space in 360, designing a game, an interactive story, or an experiment, students will enjoy creating in VR and developing coding skills too. Another benefit is the Merge Cube add-on, which enables students to hold the space they have created in their hands! Students can even collaborate by working in teams to create a space together. With MergeEDU, educators can use the cube as an interactive tool to further engage students in learning about the earth, dissecting a frog, exploring a volcano, and more.
Gimkit, a game-based learning tool, has continued to be a favorite with my students because of the potential for increased content retention through repetitive questions and because of the different ways it can be played in the classroom. It enables students to develop strategies and have fun while learning. There are multiple ways to look at the student data and provide authentic and timely feedback. And there are always new modes to play, which helps to boost student engagement and gives us some laughter, too! Check out Blastball!
ISTE’s AI and STEM Explorations Network has created four free hands-on AI projects for the classroom guides, which are available for download from ISTE and GM. For elementary, secondary, electives, computer science courses, and a new guide on ethics, these guides offer various topics relevant to all content areas. The guides are available in English, Spanish, and Arabic.
Nearpod is a multimedia, interactive presentation tool that enables teachers to create engaging lessons that can include virtual trips and 3D objects. It offers lessons on topics such as digital citizenship, social-emotional learning, career exploration, English learner lessons, and professional development resources for teachers. Educators can create lessons with many options, including quizzes, polls, drawings, matching pairs, audio, video, and content from PhET Simulations, Desmos, BBC, YouTube, and more. Nearpod lessons can be done live in class or student-paced, and there is also the option for use as sub plans.
Wakelet is a content curation tool and so much more. I use it to curate blogs, videos, and other resources I want to access quickly to be a powerful tool for student learning. With Wakelet, teachers can provide blended learning experiences, use it for station rotations, have students create a digital portfolio, share class projects, create a scavenger hunt, and many other possibilities. It even offers the ability to record a Flip short video within the Wakelet collection. Educators and students can collaborate in a Wakelet collection and so much more!
Think about some of the tasks that might be taking up a lot of your time, or consider some issues or challenges you might be having. A few years ago, I noticed a decrease in student engagement and looked for ways to open up more choices for students to share their learning. Any of these tools can be suitable for addressing those concerns.
My Advice? Start thinking about your own personal goals and start with one thing. Try it and see how it goes, ask students or colleagues for feedback, and then make adjustments as needed.
Looking for PD for your school or keynotes for your conference? I provide in-person and virtual training on the following topics. If you want to learn more about and explore AI and ChatGPT, contact me to schedule! Rdene915@gmail.com or use the Book Me form on my website. bit.ly/thriveineduPD
**Interested in writing a guest blog or submitting a sponsored post for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks
*AI is one of my favorite areas to work in and I love sharing ideas!
As a classroom teacher with almost six years of experience integrating AI into my teaching practice and training other educators, I have enjoyed exploring the possibilities through AI and engaging in conversations with students and teachers. Every educator needs to learn about AI and how we can leverage this technology to benefit our students and enhance our work. To best provide for our students, we need to understand how this technology will impact them and us.
Especially as we see such as increase in technology in education, it is essential that we embrace and understand emerging technologies, especially AI and how it can impact not only our work but the benefits it can offer for student learning. In my work as a classroom teacher and consultant, I enjoy helping other educators get started with AI.
Why Educators Need to Understand the AI Tools Available
Our roles as educators have continued to change over the years. Not only do we teach the content, but we serve as mentors, facilitators of learning, and co-learners with our students, especially as we embrace these emerging technologies. It is important that we explore the benefits and how it can help us to “work smarter, not harder” so that we have more time to work with students, build relationships and support them in their learning journey.
AI, ChatGPT, and other forms of generative AI have become some of the most talked about topics in education this past year. But with all technology comes some hesitancy, especially with something as powerful as AI. Schools need to provide opportunities for students to learn about this changing technology because of its impact on their future. Not only can AI tools enhance creativity and productivity, they can also provide educators with valuable insights into student learning and assist with some of the time-consuming tasks that educators have.
How to leverage some tools with benefits
I like to think of three key areas where AI can make an impact for educators and for students.
1. Personalized Learning: Through AI, educators can provide tailored learning experiences based on AI-driven analytics that provide valuable insights into student performance and learning trends. It can adapt to each student’s strengths, weaknesses, and learning pace.
2.Efficiency and Productivity: Another benefit of AI is greater efficiency. Educators may spend more time on clerical tasks that takes time away from working directly with students. The right AI tools can help to automate or streamline tasks uch as grading assignments or providing feedback, giving teachers more time with their students.
3. Creating and supplementing the content: Through AI-powered platforms, teachers can curate various educational resources for their students and their own professional learning. With generative AI in particular, quickly being able to create lessons, activities, assessments, prompts for discussion, and presentations by providing a short prompt with keywords, educators can create engaging lessons for students in far less time.
But how do we know where to begin?
Tools to Explore
With so many different tools becoming available or integrating AI into them, it can be hard to keep up. My recommendation is to select one or two to start with. Explore how they work and the content that is created. Take time to evaluate the accuracy of the information and even involve students in discussions about the benefits for their learning.
Here are five AI-powered tools that will help teachers with personalized learning, efficiency, and saving time. I have created and experimented with so many tools, and my students’ responses have always been positive. Embracing these tools also sparks curiosity for learning. Creating and sharing these resources with our students leads to rich conversations about AI’s benefits and the proper use of this technology for creating and learning. See below for an additional article link and my contact form to bring me to your school or provide coaching.
Curipod: Enables teachers to create interactive lessons in minutes using AI. Teachers simply type in a topic, and a ready-to-run lesson is generated with text, images, and activities such as polls, open-ended responses, word clouds, and more. There are even activities to build in that focus on SEL check-ins. Use my code CURIRACHELLE
Eduaide.Ai: An AI-assisted lesson development tool that provides educators with more than 100 resource types to choose from. It offers the ability to translate the generated content into more than 15 languages instantly. Educators can generate a syllabus and discussion prompts, use the Teaching Assistant to help with creating IEP plans, write emails, or even create a list of accommodations for students in addition to many other options. I enjoy using Eduaide for a variety of tasks, especially creating lesson and project outlines and testing out the feedback bot! Try some and then tag @eduaideAI and @Rdene915 in a tweet and win a book!
Quizizz: With Quizizz, teachers can design quizzes that create a personalized learning path in response to each student’s responses and based on their needs. Teachers can also create lessons with Quizizz, which now has AI enhancements that can adjust question difficulty, check grammar, redesign questions to reflect real-world scenarios, create a quiz from a URL or PDF, and more features on the way.
Slidesgo: Provides access to free templates via Google Slides and now has the AI Presentation Maker. With this new functionality, presentations can be created within minutes. Start by choosing a topic, selecting a tone such as casual, creative, or professional, making changes, and downloading your presentation. A time saver, for sure! I really enjoyed testing it out and creating some amazing presentations! Want to learn more? Be sure to check out their recent survey, which has great insights into AI and tools for education! Dive into exploring more today!
Also, head to my additional post via Edutopia for more AI tools to try here: 7 Tools
Do you want to learn more about AI and how to bring it into your classroom? I have six years of experience working with students and teachers and would love to work with your school, at your conference or individual coaching:bit.ly/thriveineduPD
Looking for PD for your school or keynotes for your conference? I provide in-person and virtual training on the following topics. If you want to learn more about and explore AI and ChatGPT, contact me to schedule! Rdene915@gmail.com or use the Book Me form on my website.
**Interested in writing a guest blog or submitting a sponsored post for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks
These apps and websites can help teachers boost their productivity, personalize learning, and create lesson content.
Over the past five years, I’ve explored ways to integrate AI into my teaching practice—even before ChatGPT and other generative AI became some of the most talked-about topics in education. Every educator needs to learn about AI and how we can leverage this technology to benefit our students and enhance our own work. To best provide for our students, we need to understand how this technology will impact them and us. What better way than to explore new tools via AI in our teaching practice?
Rachelle Dené is a Spanish and STEAM: What’s Next in Emerging Technology Teacher at Riverview High School in Oakmont, PA. Rachelle is also an attorney with a Juris Doctor degree from Duquesne University School of Law and a Master’s in Instructional Technology. Rachelle is an ISTE-certified educator and community leader and served as president of the ISTE Teacher Education Network. She was named one of 30 12 IT Influencers to follow in 2021 and one of 150 Women Global EdTech Thought Leaders in 2022.
**Interested in writing a guest blog for my site? Would love to share your ideas! Submit your post here. Looking for a new book to read? Find these available at bit.ly/Pothbooks
************ Also check out my THRIVEinEDU PodcastHere!
Join my show on THRIVEinEDU on Facebook. Join the group here
Time and the capacity to use data and understand it are at the essence of making data-driven decisions in classrooms and schools (Rhoads, 2019; Mandinach 2012, U.S Department of Education, 2010). In my research focusing on data literacy for educators, time has always been the number one issue for educators to use data to make decisions as well as learn and practice data literacy skills. Yet, with what we are going to talk about today, I believe that this can change by leaps and bounds.
Ultimately, as the world of education becomes increasingly data-driven, teachers and school leaders face the daunting task of learning how to effectively analyze and apply this data. The role of technology software in gathering, transforming, and visualizing data is no longer optional—it’s a necessity as our classrooms and schools are collecting immense amounts of data that can be utilized to support student learning. But how can we bridge the gap between the data we have and the insights we need in a quick and efficient manner? Enter Code Interpreter, a revolutionary tool that’s changing the way we approach data in education. Let’s discuss how it can be utilized to support data-driven decision-making as I believe it can solve many of the time and capacity issues facing teachers and school leaders in using data to make important decisions for students and school systems.
Note: For information related to my research into data literacy, please check out my study and its summary found here.
Data is Everywhere in Classrooms and Schools
Data for teachers and school leaders can be drawn from various avenues such as the school’s Student Information System, Learning Management System, and EdTech tools. Many of these tools provide opportunities within themselves to review the data they collect in the form of visualizations and dashboards. Yet, these tools do not provide in-depth analysis that can help teachers and school leaders make data and evidence-informed decisions to the best of their abilities. As a result, the data will need to be extracted, and cleaned, and further analysis will need to take place to see deeper insights as to what the data is telling us as well as how it may relate to other strands of data we’ve collected. For example, take test scores, student SEL surveys, and attendance data from a period of time. What we can now do is easily place those data points onto a single Excel file to be analyzed by Code Interpreter to see if any relationships may exist. With this said the goal of this blog is to demonstrate how this can be done by teachers and school leaders as they begin harnessing this tool to support them in their data-driven decision-making.
Step-by-Step Process of Using Code Interpreter
Now, we will discuss its major features in supporting educators in making data-driven decisions. First, we will discuss the process of how it can be used. Secondly, we will outline how it can conduct important data preparation and analysis steps for us in order for the results to be computed in a way that is understandable during analysis as well as to stakeholders. Third, we will go into further applications of Code Interpreter that can be utilized by teachers and school leaders. Let’s get started!
Important Facets Code Interpreter Can Do Essential to the Data-Driven Process
Before discussing how to use Code Interpreter in a step-by-step process, we want to cover some important facets it can do in the data-driven process: Clean Data, Statistical Analysis, Visualizations, and Articulate Data Findings to Stakeholders. All of these facets are critical when utilizing Code Interpreter and conducting any form of data analysis.
Cleans Data
One of the major hurdles in data analysis is data cleaning, a time-consuming but critical process to ensure accurate results. Code Interpreter can automate this process, identifying errors, inconsistencies, and outliers in raw data. With its robust data cleansing capabilities, Code Interpreter can streamline this often laborious task, leaving more time for interpretation and decision-making.
Note: This video illustrates how Code Interpreter cleans data. Cleaning data is super important in order to have valid results from a data set you are working with.
Conducts Detailed Statistical Analysis with a High Degree of Accuracy
Beyond cleaning data, Code Interpreter shines in its ability to conduct detailed statistical analysis. It can handle a wide variety of statistical techniques and tests, delivering a high degree of accuracy. Even complex data practices, often daunting for non-expert users, become more accessible and understandable with GPT-4’s intelligent interpretation and simplification of statistical outputs.
Visualizes the Data Based On the Statistical Outputs You Desire
Visualizing data is a key element in understanding and communicating complex information. GPT-4 Code Interpreter can assist in creating visually engaging and informative graphs, charts, and dashboards based on the statistical outputs you need. This automated visual representation of data can support data-driven decision-making by making the findings more tangible and accessible.
Note: Below is an example of a visualization of data produced by Code Interpreter
Articulates the Data to be Presented to Stakeholders
Another challenge that Code Interpreter addresses is the communication of data insights. Often, complex statistical analyses can be difficult to convey to stakeholders in a clear, understandable manner. Code Interpreter can summarize complex findings, generate reports, and even make predictions based on the data, making it easier for stakeholders to understand and apply these insights in decision-making.
Example in Action – Using Code Interpreter for Educational Data Analysis
Let’s focus on the example we provided at the beginning of this blog post. It focuses on reviewing test scores, student SEL surveys, and attendance data. We will now walk you through the steps of how to use Code Interpreter to dive into this data and analyze it. This will be a four-step process, which can take between five and ten minutes to complete.
Step 1: Gathering the Data
Your first task involves gathering your data from various sources – this could be test scores, student Social-Emotional Learning (SEL) surveys, and attendance data. Let’s say for this example that the test scores, the SEL survey, and attendance data are for the entire 2022-2023 school year. The assessment scores for an elementary school are from the most recent state-wide summative assessment given. Data can be collected from the student information system, the state’s assessment database, and the survey provided to students on a local Google Form. This may be the most time-consuming step of the process as sometimes data extraction features are hard to find and selecting data to extract may also take time as well.
Note: Below is a video example demonstrating how to export data from I-Ready Onto an Excel File.
Step 2: Organizing the Data in an Excel File
Once collected, arrange all these data points on a single Excel spreadsheet. You might have columns for the grade levels, test scores, survey responses, and attendance records. Make sure your data is clean, accurate, and organized coherently for the best results. What an educator can do is copy and paste the columns from each of the extracted data sources onto a single spreadsheet. Then, they can prompt after uploading the data to Code Interpreter to clean the data (more on that later).
Note: This video demonstrates how to combine data from multiple data sets in four ways using Excel.
Step 3: Importing Your Data into Code Interpreter
Now it’s time to engage with the Code Interpreter. To do this, you’ll need to import your Excel file into the platform. In most cases, this is as simple as clicking the “Upload” button and selecting your file.
Step 4: Prompting the Code Interpreter to Conduct Descriptive Statistics
Start with some basic analysis. For descriptive statistics, you might instruct the Code Interpreter to compute measures such as the mean, median, or standard deviation for your various data columns.
Note: Before moving into statistical prompts to ask Code Interpreter, be sure to prompt Code Interpreter to Clean the Data. For example, prompt Code Interpreter to clean the data and organize it for analysis, which it will then conduct for you.
To do this, you could input something like:
“Compute the mean, median, and standard deviation for the ‘Test Scores’ column.”
The Code Interpreter will then return the requested statistical measures.
What’s great is that it can provide easy-to-understand results. You can further review and question the results as well. Additionally, in this same instance, prompting it to visualize these results into graphs is another important feature, which can help in the data articulation piece for when it’s presented formally to other educators and stakeholders.
Step 5: Conducting Multivariate Analysis
For a more in-depth understanding, you can instruct the Code Interpreter to conduct multivariate statistical analyses. For example, you might want to find out if there’s a correlation between attendance and test scores.
To do this, you could input something like:
“Calculate the correlation between ‘Attendance’ and ‘Test Scores’ columns.”
The Code Interpreter will return the correlation coefficient, providing insight into the relationship between these variables.
Step 6: Interpreting the Results
Code Interpreter not only conducts the analysis but also provides a simplified interpretation of the results. This is a vital step to help you understand and apply the insights from the data to your decision-making process. As with descriptive statistics, you can further prompt it to dive deeper into the analysis or ask it to provide graphs to visualize the data.
Note: Below is a video demoing Code Interpreter a wide variety of ways that follow this protocol.
Further Applications
Code Interpreter isn’t limited to basic data analysis—it’s a versatile tool with a multitude of applications that can revolutionize the way we engage with data in education. Let’s explore some of the ways in which this advanced tool can assist teachers and school leaders beyond basic statistical analysis:
Facilitating Data Dialogues: The Code Interpreter can serve as a valuable assistant in data dialogues, aiding in both data cleaning and providing alternate perspectives in analysis. It can efficiently present various statistical outputs, offering multiple ways to interpret the data and stimulate insightful conversations among educators.
Developing Action Plans: With its ability to produce comprehensive reports and detailed analyses, the Code Interpreter can facilitate the development of data-driven action plans. By linking analyzed data to practical steps, it can help formulate action plans tailored to improve student outcomes.
Improving Instruction: The Interpreter’s analysis can uncover patterns and trends that are invaluable for informing instructional strategies. By linking data findings with recommendations for instruction, it allows educators to make data-informed decisions that directly impact classroom practices.
Enhancing Processes: Beyond the classroom, the Code Interpreter can also support the optimization of broader school processes. For instance, patterns in attendance data can inform changes in scheduling or student support services.
Predictive Analysis: The Code Interpreter’s predictive analysis capabilities can help forecast future trends, enabling proactive planning. For instance, it could predict future test scores based on current student performance and engagement metrics.
Personalized Learning: The Code Interpreter can help tailor educational experiences to individual student needs. By analyzing data at the student level, it can inform personalized learning plans to cater to each student’s unique strengths and areas for improvement.
Conclusion and Data Literacy Skills Needed to Be Effective Using Code Interpreter
We’ve embarked on a journey today, exploring the potential of the Code Interpreter in transforming educational practices through effective data analysis within classrooms and schools. By harnessing the power of this tool, we can redefine how we approach data, decision-making, and action in our educational spaces to improve our instruction and school systems for our students, faculty, and community.
However, as we navigate this digital landscape, it’s important to remember that tools like the Code Interpreter are most effective when coupled with our own data literacy skills. As teachers and school leaders, enhancing our understanding of data management and analysis will be instrumental in maximizing the benefits of these technological advancements.
This includes the ability to merge and transform data on spreadsheets, and the knowledge of single and multivariate statistical analysis. A strong foundation in these areas not only amplifies our ability to use tools like the Code Interpreter but also empowers us to question, interpret, and apply data insights in meaningful and impactful ways.
While this may seem like a daunting task, take heart in the knowledge that the digital age brings with it a wealth of resources to help build these skills. Online courses, webinars, workshops, and even integrated tutorials within tools like the Code Interpreter are at your fingertips, ready to help you embark on this exciting learning journey. For those who want to practice, Kaggle provides datasets from many different industries. It’s a great way to practice as the datasets come pre-packaged and are easy to work with as you get started with using Code Interpreter.
So, let’s take this as a hopeful invitation to embrace the future of data in education. The road ahead is full of opportunities for growth, innovation, and enhanced understanding, all aimed at one noble goal – the betterment of our educational environments. Together, equipped with our growing data literacy skills and the powerful Code Interpreter, let’s step forward into this exciting future.
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Building skills in STEM-related fields especially in computer science is important for our students today. The World Economic Forum stated that approximately 1 billion jobs will be transformed by technology over the course of the next 10 years and the Bureau of Labor Statistics “predicts a 13% growth in computer and IT-related fields between 2020 and 2030. As educators, we must continue to find ways to best prepare all students for the rapidly evolving world we live in. A valuable skill that we can equip them with is computer science. By exploring the careers that are highlighted through Defined Careers, students become aware of the different fields that require skills in computer science the types of jobs that will exist in the future, and how to prepare.
Although not every teacher has a computer science background, it is important to find ways to bring related learning activities into our classrooms for the benefits they can offer students. There are many advantages of integrating computer science into different grade levels and content areas through activities and projects. Defined Learning offers many resources that can help educators to get started.
What are the benefits of computer science for students?
Computer science helps students to develop some of the essential skills that are required in the world of work and that will continue to be needed, even though we don’t necessarily know what types of jobs will exist. Computer science-related learning can help students to build the following skills:
Analytical Thinking: Students will need to learn how to analyze by examining data, identifying patterns, and making data-driven decisions as they learn. Provide students with some problems to solve and task them with analyzing various aspects of it and potential solutions.
Collaboration: Students can work together in teams to explore computer science topics or work through activities together. In these experiences, they not only develop skills related to the content but also other skills in collaboration, critical thinking, and problem-solving, they learn to work together as a team as they push through challenges that may come with learning. It will prepare them for future careers where collaboration is essential.
Creativity and Innovation: By allowing students to design their own projects, such as creating apps, designing websites, or even games, they learn about computer science in an engaging way. These experiences also empower them to bring their ideas to life and spark their creativity!
Problem-Solving Skills: Computer science encourages students to develop their critical thinking skills and be better able to solve complex problems in learning and in the future. Through lessons in coding and programming, students will learn to break down tasks into smaller, manageable steps. These skills are essential when thinking about SEL skills and developing resilience in learning and dealing with challenges.
Ideas for exploring computer science
Coding: There is an increase in need for people with coding skills and that need will continue to grow over the next five years. A predicted 58 million STEM-related jobs will exist, many of which will require coding skills. Some options include Code.org, Scratch, or Tynker which offer age-appropriate coding activities that make learning fun. Matatalab has several robots available for learners as young as 3 and which provide screen-free coding options too. For younger students, trying the KIBO robot from KinderLab Robotics is a great option. Code with Google is focused on closing equity gaps in computer science opportunities and it provides free resources for students.
Hour of Code: Even though the Hour of Code happens during December, it is something that should be a focus throughout the year. There are many websites that offer activities for all grade levels. Options to explore include Scratch and Scratch Jr. which are designed for kids and available for free. CS Unplugged is an option that does not require computers, which promotes accessibility for all students.
Game or App Development: Students can try MIT App inventor and other online tools to create their own game. It can be done as a project-based learning experience. Students can design and create their own video games, and focus on the process of learning. Students can design and build mobile apps using platforms such as App Inventor or Swift Playgrounds that offer beginner-friendly environments for app development. These will help to encourage students to take some risks and hopefully spark curiosity for coding and computer science.
ISTE Curriculum: ISTE offers free curriculum guides for computer science educators that also bring in Artificial intelligence learning into the classroom. These guides are full of standards, resources, activities, and lesson plans that make it easy to get started. The guides are focused on elementary, secondary, computer science, electives, and ethics.
Robotics:There are a lot of resources for students to learn about robotics and explore more about what a career in computer science might involve.
Regardless of whether computer science may not be our primary field of expertise, integrating it into our classrooms can be incredibly beneficial for our students. The advantages include the development of problem-solving skills, enhanced creativity, real-world learning experiences, fostering collaborative skills, and analytical thinking. By exploring coding challenges, robotics, game and web development, data analysis, and app development, students can gain valuable computer science skills.
About the Author
Rachelle Dené Poth is a Spanish and STEAM Educator at Riverview High School in Oakmont, PA. She is also an Attorney, Edtech Consultant, Speaker, and the Author of seven books about education and edtech. Rachelle is available to provide PD on Artificial Intelligence, Augmented and Virtual Reality, Coding, SEL and STEM.
Contact Rachelle to schedule sessions for your school about Artificial Intelligence, Coding, AR/VR, and more!
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I have been speaking and teaching about AI in my classroom for more than five years. I was curious to understand where we see it in the world and how to teach about it in our schools. I was also fascinated by the capabilities of AI for learning and in the world.
I reached out to several educators and some students to find out what they thought about the changes we are experiencing in education, especially with these emerging technologies. There are, of course, concerns, ongoing conversations, and definitely excitement, although sometimes hesitant excitement, about what these technologies might bring to the world of education and work.
Educator predictions
Nicole Biscotti @BiscottiNicole, Educator
“AI has exploded on the scene and everyone is trying to figure it out at the same time which is exciting. A lot of educators are afraid that kids will use technologies like ChatGPT to cheat and have even banned its use. The reality is that kids have been cheating since the beginning of school and we have an exciting opportunity as educators to shape the narrative around this new technology. Biscotti plans to continue to learn as much as she can about how to use AI to better support her students. She says as an educator, “I feel that I am obligated to prepare my students for their future, not my past. These tools will only improve and they are here to stay. It’s imperative that kids are familiar with them and know how to use them or we risk sending graduates out into the workforce at a competitive disadvantage.”
Dr. Michael Harvey @doctor_harves, Pedagogical Prognosticator from Blenheim New Zealand
“AI/emerging tech has yet to really shape this past school year. Questions are being asked of what learning is and the role of assessment, but the actions to this change are yet to be realized.” He is thinking about /planning how to transition assessment tasks to a process rather than a product model. As for the future, Harvey thinks that “the next school year will bring pushback from the establishment and for those who want to progress in education a movement away from assessment of learning to assessment for learning and the role of AI to support student independence in learning.”
Alex Isaacs @mr_isaacs_math, Edtech Specialist from Long Branch Public Schools
“Emerging tech has helped teachers gain time while assisting with lesson planning, quick questions, and providing feedback to students in real-time. It has also helped increase data analytic capabilities by providing insights into student performance trends and instructional practice.” He plans to delve more into emerging technologies and how they can benefit the teachers and students in his school district. By participating in multiple coaching cohorts, including GoGuardian and Pear Deck, he hopes to gain more insight into helping his colleagues with these platforms. As for the future, “the discussions surrounding the ethical use of emerging tech will continue next school year.” He believes that more edtech platforms will increase their integrations of AI-related tech to provide differentiated instruction and personalized pathways to every learner.” Check out his AI-themed Wakelet collection that he and colleague Lois Alston created.
Vicki Van Matre @MsVanMatreArtRm, Teacher at Bluffton High School and ISTE Certified Instructor
Next year, Vicki will be teaching a class called the” 3rd class” for their new Education Professions pathway. One basis for this class is introducing technology’s role in the modern classroom. She was planning on discussing AI and how it could help the teacher but also discuss how to use it appropriately as a student. Her plans focus on involving students more in learning about ChatGPT by writing a lesson for them and having them make modifications where necessary. She also wants her students to experiment with a variety of technology to see “what THEY think would work best in the classroom.” While she uses technology in her art room, she has not yet experimented a lot with DALL E to see if I want to use AI for any of my art classes. However, she believes that if she does choose to use it, most likely it would be with the senior independent study students to have them experiment with it.
Student reflections
Holden, grade 10
“As soon as I was introduced to AI, I knew that it would change the world. The more I interacted with it, the more I understood its vast potential.” He shared that he “may or may not have used it to complete a few small assignments (Never in Spanish).” His uses were more as a study tool, in particular for reviewing for Chemistry. He would ask it to give a simple definition and an example and it worked perfectly to help him process the information and content better. He believes that “AI by itself is mediocre at best. However, when collaborating with humans, it can do amazing things.” As for benefits, he has an interest in starting an online store but has never really had the time and he hopes that with the help of AI to get a jumpstart this summer. “The school will look right through all the great things that AI is capable of and try to prevent it from being used completely.”
Lola, grade 11
“I believe that emerging technology has provided and created new opportunities for students. The new ideas and aspects of technology accessible to students now provide new experiences and can help to improve a student’s capabilities and knowledge about the subject they are studying.” Looking ahead, “I believe that by next school year, technology will continue to grow and emerge in new ways that will allow students to continue to have opportunities that will enhance their learning environment.”
Dimitri, grade 8
“AI and a lot of new tech has helped me with coming up with ideas for projects or providing me with a summary of a book, if I forgot something that I had read or I didn’t understand it.” As for the next school year, “I hope we will be allowed to use ChatGPT in class to help us understand books and literature more.”
With the rapid advancements in AI and emerging technologies, there are now incredible opportunities available to us and as we reflect on the past year, it becomes evident that AI and emerging tech have revolutionized education in ways we never imagined.
Looking for PD for your school? I provide in-person and virtual training on the following topics. If you want to learn more about and explore AI and ChatGPT, contact me to schedule! Rdene915@gmail.com
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Guest post by: Torrey Trust and Robert W. Maloy, University of Massachusetts Amherst
“The Ethicist” – Kwane Anthony Appiah’s column in the New York Times Magazine – offers philosophical advice about how to respond to the dilemmas and complexities of everyday life. People submit questions they want answered, and the rights and wrongs or ethics of what to do are not immediately clear or self-evident. Questions posed include: “Is it ever acceptable to visit a Confederate historical site?” “My salary is too high. Is it wrong to stay in my job?” “Can I sell my Taylor Swift tickets for thousands of dollars?” and “Can I use ChatGPT for the tedious parts of my job?” In July 2023, the Ethicist responded to this last question about ChatGPT, which was written by the chair of the English department at a small college. The reply was “yes,” as long as “you exercise proper vigilance and can stand by what you submit” (para. 4).
Utilizing “The Ethicist” as the starting point for instructional ideas, we envision giving elementary, middle, and high school students ongoing opportunities to develop their own ethical responses to authentic questions and issues they are facing in their lives, schools, and communities – especially those related to the use of GenAI tools and large language models (LLMs) – as a means of helping them develop their civic engagement skills and knowledge. Ideally, students engage in discussions about how they and others should act in the different situations and settings of everyday life. By stating their views and restating and understanding the views of others, students will become more socially conscious and civically engaged as members of our diverse society.
Questions of ethics and ethical behavior are central to how individuals and groups conduct political campaigns. In the run-up to the 2024 election, political candidates, parties, and action and advocacy groups have been using GenAI tools to generate campaign speeches, policy proposals, and even fundraising emails. In one example, the Democratic Party used AI to write fundraising emails and found that AI-generated fundraising requests performed as well as or better than human-generated requests in generating financial responses from donors (Goldmacher, 2023). However, not all uses of GenAI in political campaigns have been done with honorable intentions. University of Georgia journalism professor David E. Clementson (2023) identified multiple ways that GenAI tools could make political campaigns more deceptive than ever, including using these tools to design customized bogus campaign promises, write outright lies presented as truthful statements, convince voters to reevaluate their choice of candidates, and craft manipulated photos of candidates.
Following the model of “The Ethicist,” students could be asked: “Is it ethical to use GenAI tools to craft political campaign materials and media?” To begin this activity, students could be encouraged to use the Teacher and Student Guide to Analyzing AI Writing Tools to critically investigate popular GenAI tools, including ChatGPT, Bard, Stable Diffusion, and DALL-E. This guide provides a series of prompts that motivate students to examine the design and production of AI tools (questioning things like “Who designed this tool and why? “How does this tool make money?” “What data was used to train this tool?” “What biases are represented in the data?” and “What privacy protections are in place for users’ data?”) and the output of AI tools (questioning things like “Who or what is included in the output and who or what is left out?” and “How does the AI-generated output compare to human-generated text or media?”). Through this type of critical investigation, students might uncover that GenAI tools are trained on data that has embedded biases and consider what that might mean if political campaign staff use these tools, for example, to write fundraising campaigns based on demographic data.
Next, students could work on designing their own political campaign to run for a local or statewide political office (see the “Online Campaigning for Political Office” activity). Students could start this activity without any assistance from GenAI tools and then mid-way through the activity have the opportunity to use AI to help with or improve their campaign materials. For example, students might ask ChatGPT to generate a series of social media posts related to their campaign promises, write a script for a podcast or video that will be embedded into their campaign website, improve the quality of the text for their campaign website, or devise a strategy for increasing voter engagement with their campaign. Or, they could use image generators, like Microsoft Bing Image Creator powered by DALL-E, to produce visuals for their campaign websites or social media posts.
After designing their own political campaigns with and without the assistance of GenAI tools, students could engage in a discussion or debate about whether they think it is ethical for politicians and their campaign staff to use GenAI tools to craft political campaign materials and media. Integrating an ethical question about the use of AI in political campaigns as students design their own run for political office gives students an opportunity to investigate what AI can and cannot do and what AI should and should not do as a tool. The cognitive scientist Fei-Fei Li said nearly a decade ago: “AI is a machine that can make a perfect chess move while the room is on fire” (quoted in Knight, 2017, para. 4). Her point is AI can generate content, but not critical thought or socially and morally ethical plans for action. Through this activity, students consider what role AI should play in politics, and then they should be able to form their own opinion to the prompt: “Is it ethical to use GenAI tools to craft political campaign materials and media?”
Author Bios
Torrey Trust, Ph.D. is a Professor of Learning Technology in the Department of Teacher Education and Curriculum Studies in the College of Education at the University of Massachusetts Amherst. Her scholarship and teaching focus on how technology shapes educator and student learning. Specifically, Dr. Trust studies how educators engage with digitally enhanced professional learning networks (PLNs), how emerging pedagogical tools (e.g., HyperDocs), practices (e.g., Making), and technologies (e.g., 3D printers, augmented reality) facilitate new learning experiences, and how to design and use open educational resources (OERs). Dr. Trust served as a professional learning network leader for the International Society for Technology in Education (ISTE) for five years, including a two-year term as the President of the Teacher Education Network from 2016 to 2018. In 2018, Dr. Trust was selected as a recipient of the ISTE Making IT Happen Award, which “honors outstanding educators and leaders who demonstrate extraordinary commitment, leadership, courage, and persistence in improving digital learning opportunities for students.” www.torreytrust.com
Robert W. Maloy is a senior lecturer in the College of Education at the University of Massachusetts Amherst where he coordinates the history teacher education program and co-directs the TEAMS Tutoring Project, a community engagement/service learning initiative through which university students provide academic tutoring to culturally and linguistically diverse students in public schools throughout the Connecticut River Valley region of western Massachusetts. His research focuses on technology and educational change, teacher education, democratic teaching, and student learning. He is co-author of Transforming Learning with New Technologies (4th edition); Kids Have All the Write Stuff: Revised and Updated for a Digital Age; Wiki Works: Teaching Web Research and Digital Literacy in History and Humanities Classrooms; We, the Students and Teachers: Teaching Democratically in the History and Social Studies Classroom; Ways of Writing with Young Kids: Teaching Creativity and Conventions Unconventionally; Kids Have All the Write Stuff: Inspiring Your Child to Put Pencil to Paper; The Essential Career Guide to Becoming a Middle and High School Teacher; Schools for an Information Age; and Partnerships for Improving Schools.
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Learning as I go: Reflections & lessons learned 