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Making great online courses: 10 insights

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Making great online courses: 10 insights

Top 10 insights about how to make great online courses – based on course evaluation.

By Reka Budai, Strategy & Insights Analyst at FutureLearn

At FutureLearn, we take great pride in having high quality courses from reputable institutions and educators. When asked recently in our Net Promoter Score (NPS) survey, 91% of learners said that the last course they took on FutureLearn met or exceeded their expectations. To make sure we continuously improve our courses together with our partners, we have a diligent evaluation process in place that looks at learner behaviour data coupled with learner feedback. The main objectives of our course evaluation are to understand what we could improve for reruns, and to uncover overall patterns in excellent course design. Learners consistently give us the same reasons why a course did not meet their expectations, or why a course was outstanding, compared to other online courses they have taken before.

To help educators who are starting to design courses for online learners, we summarised our top 10 insights from course evaluation.

You can read all our tips on Edtechnology.co.uk in part one and part two.

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Research insights

Who are our learners: Part 2: The ‘Work and Study’ archetypes

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Who are our learners: Part 2: The ‘Work and Study’ archetypes

A research-based insight into FutureLearners.

Part 2: The ‘Work and Study’ archetypes.

By Tracey Walker, User Experience Researcher at FutureLearn

In part one, Tracey explained how, last year, the research and data teams set about some foundational research to understand who our learners really are. We wanted to understand their motivations, their personalities and characteristics, where they’re from and other key demographics, and finally, the team wanted to identify their key learning needs. Read more in part 1: what we did and why

In this article, part two of the series, Tracey focuses on one of the groups of archetypes that came out of the research, those who identified themselves as most interested in ‘Work and Study’. Within this category, there were three different archetypes; advancers, explorers and preparers – read on to find out who these archetypes are and what they want from FutureLearn.

Advancers

Advancers are on their chosen career path. They’re ambitious and self-motivated to do better, progress and not stagnate. They are likely to be employed full-time and a greater proportion are from the 26-35 age group. The highest representation of Advancers were found in Asia (36%)  Europe (30%) and Africa (18%). Advancers made up the highest purchasers of upgrades on the FutureLearn Platform

What do Advancers want from FutureLearn?

  • Work related courses with clear outcomes
  • Up to date information and on trend topics
  • Pathways to specialise further
  • Certificates and accreditation

Explorers

Explorers are evaluating their options and want to inform their decisions about what to do next. They might be looking to change career, find a better life balance or decide where to start their working lives. They were more likely to come from the 26-35 age group and like Advancers, the highest representation of Explorers were found in Asia (38%), Europe (34%) and Africa (15%).  Explorers had the lowest purchase rate of work and study related groups, but still higher than personal life and leisure groups.

What do Explorers want from FutureLearn?

  • Engaging courses, with cutting-edge, work-related topics
  • Ways to build confidence in themselves, their knowledge and abilities
  • Reassurance about the viability of their chosen path
  • Pathways to more advanced courses

Preparers

Preparers tend to be starting out in jobs, careers or related study, having already chosen what they want to do. They have specific career or study goals and learn in order to improve their chances of success, improve their career prospects, stand out from the crowd, and increase their confidence. Explorers were mostly in the 19-35 age group and the largest group came from Asia (47%). This group of learners also had the highest proportion of student learners than any other archetype. Preparers had the second highest purchase rate of all archetypes

What do Preparers want from FutureLearn?

  • Courses in up-to-date, job-relevant topics
  • Interactive and engaging learning tools
  • Ways to build confidence in knowledge/skills, e.g. tests
  • Support for non-native English speakers
  • Increasingly advanced courses and learning pathways
  • Certificates and accreditation

Understanding more about who are learners are and what they want from our social learning platform helped inform our strategy. Through this research, we were able to focus on the needs of the learners who were most likely to bring in more revenue and, alongside our partners, build a portfolio of courses to target those learners.

But all of our learners don’t fit into this group of archetypes, so we had more to learn.

Read more in part 1: what we did and whypart 3: Who are our learners: The ‘Personal Life’ archetypes and part 4: Who are our Learners? The ‘Leisure’ archetypes.

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Research insights

Development and impact of a MOOC for antimicrobial stewardship

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Development and impact of a MOOC for antimicrobial stewardship

A short summary of the research paper ‘Development and impact of a MOOC for antimicrobial stewardship’ which appeared in the Journal of Antimicrobial Chemotherapy

Written by Sally Bradley, E-Learning Manager, British Society for Antimicrobial Chemotherapy

The University of Dundee and the British Society of Antimicrobial Chemotherapy (BSAC) developed a course called Antimicrobial Stewardship: Managing Antibiotic Resistance to address the global need for education to support antimicrobial stewardship in low and middle income countries.

This was the first course from the university and BSAC and it ran for the first time in September 2015. Having been successfully received, it will be starting its ninth run on 5 February 2018. To date, there have been over 40,000 enrolments on the course with participants from all healthcare professions across the globe.

The course was designed by the lead educator, Professor Dilip Nathwani, OBE and thirteen specialists in antimicrobial resistance and stewardship.  The course is six weeks long with each week exploring different aspects of stewardship.  A mixture of steps were used to ensure participants understood key elements within the course including quizzes and written assignments to ensure their understanding.

The participants were asked to complete a survey sent out to them on our behalf by FutureLearn to assess the impact of the course on their clinical practice.

  • At this time, a total, 32 944 people, 70% of them healthcare professionals, from 163 countries joined the course from Europe (49%), Asia (16%), Africa (13%), North America (9%), Australia (8%) and South America (5%).
  • Between 33% and 37% of joiners in each run completed at least one step in any week of the course and 219 participants responded to a post-course survey.
  • The course was rated good or excellent by 208 (95%) of the participants, and 83 (38%) intended to implement stewardship interventions in their own setting.
  • A follow-up survey 6 months later suggested that 49% had implemented such interventions.

The University of Dundee and BSAC are delighted with the uptake of the course which has now been translated and launched in Chinese with Spanish and Russian versions due to launch early in 2018.

Measuring the impact on clinical practice remains a challenge, however.

Read the full research paper written by Jacqueline Sneddon, Gavin Barlow, Sally Bradley, Adrian Brink, Sujith J Chandy, and Dilip Nathwani in the Journal of Antimicrobial Chemotherapy

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Research insights

Who are our Learners? Part 1: What we did and why

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Who are our Learners? Part 1: What we did and why

A research-based insight into FutureLearners.

Part 1: What we did and why.

By Tracey Walker, User Experience Researcher at FutureLearn

After 4 years, thousands of courses, and millions of learners, it seemed a good time to investigate who our learners really are and get to know them better.  

At the beginning, we assumed that our learners might follow the Open University demographic; mostly retired people looking for a new lease of life through study and learning. This proved to be correct but as with the world itself, FutureLearn evolved and by the time I joined in 2016, our learners were much more diverse. Thus, with a determination to shake up our comfortable understanding of learner demographics, the research and data team set about doing some foundational research which we hoped would permeate the strategy and design of FutureLearn and help us to understand how far we had come and the types of people we were now attracting.

The research question

We wanted to understand who our learners are. Specifically, we wanted to:

  • Explore their motivations
  • Understand their personalities and characteristics
  • Find out where they are from, and other demographics
  • Identify their key learning needs

The research process

To understand who learns with FutureLearn, the first thing we needed to do was understand the ‘why’; what were their motivations for coming to the platform?  

This was a broad question but it fitted with our focus on framing this research as a discovery piece, a sort of naive wonderment at who our learners might be, how they might feel and what they might need. This was to be a piece of research looking at the long term and the big picture rather than something that focused more on our targets and metrics.

Thinking about our output of the research, we discussed producing personas from the sample, but concluded that personas could be rather static and we wanted an output that allowed for change and flux – just like the real world.

We decided instead to try to understand learners in terms of behavioural archetypes which we felt would be a much more useful way to engage product teams and help them to understand how best to tailor business goals so that they serve learners needs, because while we wanted to look at the big picture, ultimately we needed to produce insights that would be useful to the various work streams within FutureLearn.

Why behavioral archetypes and why are they useful?

So, what is an archetype and how does it help product teams to understand our learners in this way?  Generally, an archetype is “a pattern of behaviour that others are likely to follow.” Archetypes reflect human behaviour at the cognitive level, they represent typical attitudes, motivations and goals and so help us to understand what learners do, how they do it, and most importantly, why.

Ultimately, by defining the different types of learners using our platform in the form of archetypes, we were able to act more strategically. Specifically, we were able to:

  • Inform FutureLearn’s strategy for 2017-2018
  • Focus on learners who are likely to bring in more revenue
  • Build a portfolio of courses that targets specific learner needs.

The research method

We designed a survey asking learners to tell us about their motivations for learning with FutureLearn, their preferences and behaviours across the platform and their personal lifestyle choices. This was sent to existing learners from our global database and resulted in nearly 7,000 responses.

Research Results

The results were collated and studied, resulting in us grouping our learners into 7 different types of people, or archetypes. We had some fun brainstorming names for these groups and came up with the following:  Advancers, Explorers, Preparers, Fixers, Flourishers, Hobbyists, Vitalisers.  In addition, each of the 7 archetypes fit into one of three different areas:

Work and Study

  • Learners who use FutureLearn primarily to enhance career prospects

Personal Life

  • Learners who use FutureLearn primarily to positively affect a problem in their personal life

Leisure

  • Learners who learn for ‘the love of learning’ or to satisfy their curiosity/interest in a hobby or community activity

In part 2 of this series, we’ll look in more detail at the Work and Study group of archetypes.

Read more in part 3: Who are our learners: The ‘Personal Life’ archetypes and part 4: Who are our Learners?: The ‘Leisure’ archetypes.

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Research insights

What’s new on Coursera for Business – January 2019

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What’s new on Coursera for Business – January 2019
Anatomy: Musculoskeletal and Integumentary SystemsUniversity of MichiganAnatomy: Cardiovascular, Respiratory and Urinary SystemsUniversity of MichiganAnatomy: Human NeuroanatomyUniversity of MichiganAnatomy: Gastrointestinal, Reproductive and Endocrine SystemsUniversity of MichiganFundamentals of Immunology: Innate Immunity and B-Cell FunctionRice UniversityFundamentals of Immunology: T Cells and SignalingRice UniversityFundamentals of Immunology: Death by Friendly FireRice UniversityChimpanzee Behavior and ConservationDuke UniversityMultiple Regression Analysis in Public HealthJohns Hopkins UniversityThe Social and Technical Context of Health InformaticsJohns Hopkins UniversityLeading Change in Health InformaticsJohns Hopkins UniversityLeadership in Interprofessional InformaticsUniversity of MinnesotaHealthcare Organizations and the Health SystemRutgers the State University of New JerseyHealth Care Delivery in Healthcare OrganizationsRutgers the State University of New JerseyBusiness Process Management in Healthcare OrganizationsRutgers the State University of New JerseyQuality Improvement in Healthcare OrganizationsRutgers the State University of New JerseyHealthcare Consumerism and Implication for Care DeliveryNortheastern UniversityFuture Healthcare Payment ModelsNortheastern UniversityEvaluating the Quality of Healthcare DeliveryNortheastern UniversitySupervision du raisonnement cliniqueUniversity of GenevaPopulation Health: Fundamentals of Population Health ManagementUniversiteit LeidenМолекулярная диетология: гены, еда и здоровьеNational Research Tomsk State UniversityIntroduction to Integrative Therapies and Healing PracticesUniversity of MinnesotaHerbal MedicineUniversity of MinnesotaPreventative Healthcare for the Newborn BabyUniversity of Colorado SystemРепродуктивное здоровье женщины и безопасная беременностьNational Research Tomsk State UniversityCáncer de próstataUniversidad Nacional Autónoma de MéxicoDentistry 101University of MichiganManaging Asthma, Allergies, Diabetes, and Seizures in SchoolUniversity of Colorado SystemManaging ADHD, Autism, Learning Disabilities, and Concussion in SchoolUniversity of Colorado SystemIntroduction to Self-Determination Theory: An approach to motivation, development and wellnessUniversity of RochesterThe Newborn AssessmentUniversity of Colorado SystemGuidance to Keep Newborn Babies Safe and HealthyUniversity of Colorado SystemSolving the Opioid Crisis Teach-OutUniversity of MichiganProviding Social, Emotional, Behavioral, and Special Education Services in SchoolUniversity of Colorado SystemGuided ImageryUniversity of Minnesota

How Much Do You Know About Switzerland?

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How Much Do You Know About Switzerland?

Situated in the Swiss , the Lauterbrunnen Valley is breathtaking in its majesty: a narrow glacial ravine crowded with waterfalls and enclosed by sheer cliff faces that rise more than 1,500 feet on either side, with hamlets and farming villages lining its miles-long corridor.

How Do You Deal With Boredom?

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How Do You Deal With Boredom?

How do you deal with boredom? Has your approach changed over time? What have the adults in your life taught you about managing boredom?

In the Opinion essay “Let Children Get Bored Again,” Pamela Paul writes, “Boredom teaches us that life isn’t a parade of amusements. More important, it spawns creativity and self-sufficiency.” She continues:

“I’m bored.” It’s a puny little phrase, yet it has the power to fill parents with a cascade of dread, annoyance and guilt. If someone around here is bored, someone else must have failed to enlighten or enrich or divert. And how can anyone — child or adult — claim boredom when there’s so much that can and should be done? Immediately.

But boredom is something to experience rather than hastily swipe away. And not as some kind of cruel Victorian conditioning, recommended because it’s awful and toughens you up. Despite the lesson most adults learned growing up — boredom is for boring people — boredom is useful. It’s good for you.

If kids don’t figure this out early on, they’re in for a nasty surprise. School, let’s face it, can be dull, and it isn’t actually the teacher’s job to entertain as well as educate. Life isn’t meant to be an endless parade of amusements. “That’s right,” a mother says to her daughter in Maria Semple’s 2012 novel, “Where’d You Go, Bernadette.” “You are bored. And I’m going to let you in on a little secret about life. You think it’s boring now? Well, it only gets more boring. The sooner you learn it’s on you to make life interesting, the better off you’ll be.”

Students, read the entire essay, then tell us:

— How do you define “boredom?” Has this definition changed as you’ve gotten older? Explain.

— What do you think about the idea that it’s your job to make your own life interesting? Can you give some examples of how you’ve done that, or at least tried?

— Ms. Paul suggests that many parents believe that for their children, “every spare moment is to be optimized, maximized, driven toward a goal.” How does this support or contradict how your parents view your free time?

— Speaking of which, how much free time do you have in an average week? What do you do with it? How much of that time would you say you feel bored?

— Do you agree that boredom can lead to things like creativity, self-discipline and becoming more resourceful? If so, how can this happen? Give examples to support your idea.

— Ms. Paul says that students expect school to be fun. What are your thoughts on that statement? Does your school “cave,” as she puts it, on this? Also, what role, if any, do you think fun can play in learning?

— Students 13 and older are invited to comment. All comments are moderated by the Learning Network staff, but please keep in mind that once your comment is accepted, it will be made public.

Word + Quiz: malaise

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Word + Quiz: malaise

Note: Our Sixth Annual 15-Second Vocabulary Video Challenge is underway. It will run until Feb. 18.

: physical discomfort (as mild sickness or depression)

_________

The word malaise has appeared in 128 articles on NYTimes.com in the past year, including on Jan. 29 in “‘The Wild Pear Tree’ Review: A Gambler and a Writer at Odds” by A.O. Scott:

“The Wild Pear Tree,” Nuri Bilge Ceylan’s latest film, shares its title with a manuscript written by its protagonist, a restless young man named Sinan. The book is a collection of short pieces, quasi- or semi-fictional but based in reality, touching on aspects of life in the part of western Turkey where Sinan (Aydin Dogu Demirkol) and his family live…

…. Over eight features in more than 20 years, this director, a fixture at Cannes and other international festivals, has charted the isolation, anomie and passive-aggressive gloom of modern, mostly secular Turks. Their failure to connect with one another or the better parts of themselves can feel symptomatic of a larger malaise. Young or old, artists, farmers or entrepreneurs, they tend to be frustrated, adrift and confused, at once alienated from their society and unable to break free of it.

Learning With: ‘Jackie Robinson Showed Me How to Fight On, Not Fight Back’

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Learning With: ‘Jackie Robinson Showed Me How to Fight On, Not Fight Back’

Before reading the article:

What do you know about Jackie Robinson, the legendary baseball player who would have turned 100 years old on Jan. 31?

Look at this slide show on his life.

What did you learn about Robinson from the slide show? What most intrigued you? Did anything surprise you? What further questions do you have about his life or legacy?

Now, read the article, “Jackie Robinson Showed Me How to Fight On, Not Fight Back,” and answer the following questions:

1. How did Robinson inspire Claire Smith, the author, to become a sportswriter?

2. Why does Ms. Smith write, “But I wish I could say, with a straight face, that I actually heard Robinson’s name while still in the womb?” How was Robinson a constant presence in her family’s life growing up?

3. Why did the author’s parents and so many other African-Americans at the time need heroes?

4. Why did watching a movie about Robinson’s life in her third-grade class affect Ms. Smith so deeply, even though it was “pure Hollywood, and never destined to be an epic”?

5. Ms. Smith states that Robinson transformed baseball and the country. Do you agree with her claim? Why does the author say that she is proud to have helped keep his story alive?

6. The article concludes: “It is, at heart, the story of the man who, at his best and bravest, showed us all how to be strong enough not to fight back but rather to fight on and on and on.” What is the difference between fighting back and fighting on? Do you agree with the author that it takes greater strength to fight on?

Finally, tell us more about what you think:

— What does Jackie Robinson mean to you? What lessons can we learn from him on his 100th birthday?

— Look back at the slide show. Select one photo of Robinson that stands out to you most. Tell us why you chose that image. How does it exemplify the qualities that make Robinson so revered, nearly half a century after his death?

— Why is it important to remember and commemorate people’s lives, even many years after their death? Are there any athletes or people alive today whom you think we will want to remember in 100 years? If yes, who would you want to remember and why?

Further Resources:

To celebrate Robinson’s 100th birthday, The Times published several additional articles:

On Jackie Robinson’s 100th Birthday, 100 Photos of an Icon

For Baseball and the Country, Jackie Robinson Changed the Game

Here’s how The Times covered the 50th anniversary of Robinson’s first Major League game in 1997, and his death in 1972:

Baseball Has Yet to Deliver Greatest Tribute to Jackie Robinson

Jackie Robinson, First Black in Major Leagues, Dies

International Women’s Day 2018 – 5 women who inspire us to keep learning

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International Women’s Day 2018 – 5 women who inspire us to keep learning

1. Mary Treat, Naturalist

Mary Treat researched, documented and wrote about plants and butterflies, corresponding with Charles Darwin and Asa Gray and critiquing their work during the 19th century – a time when women scientists were few and far between. Despite her reputation and importance as a entomologist, biologist and science writer, a complete biography of her still doesn’t exist.

Read more about Mary Treat
Follow in her footsteps with a biology course

(Image from Women in History Blog.)



2. Edmonia Lewis, Artist

A trailblazer in the world of sculpture, Edmonia Lewis is acknowledged as the first professional female African-American and Native-American artist. Although born in New York in the mid-19th century Edmonia spent the majority of her life in Rome, where she learnt Italian and spent her time sculpting – without help from local workmen, despite the trend of doing so at the time.

Read more about Edmonia Lewis
Follow in her footsteps with an art course


3. Ellen Richards, Chemist

Ellen Richards was one of the first women admitted to MIT in 1873. She explored the chemistry of substances used in the home, laying the scientific groundwork for home economics. As well as conducting important research into sanitation and how to improve people’s living conditions, she paved the way for more women in science, eventually establishing a laboratory at MIT for women.

Read more about Ellen Richards
Follow in her footsteps with an chemistry course


4. Nora Stanton Barney, Engineer

From a line of outspoken suffragists and campaigners, Nora Stanton Barney campaigned for women’s rights and excelled as a civil engineer and architect in the first half of the 20th century. She was the first woman to earn membership to the American Society of Civil Engineers, who she later took to court for denying her a more senior membership because of her gender. At every turn she refused to let the sexism of the time hold her back.

Read more about Nora Stanton Barney
Follow in her footsteps with an engineering course


5. Katherine Sui Fun Cheung

Katherine Sui Fun Cheung was the first Chinese-American to hold a pilot’s license, earning it at a time when only 1% of pilots in the USA were women. An expert in acrobatic displays she swooped and barrel-rolled her way into the history books, meeting Amelia Earhart and joining all-women’s flying club the Ninety-Nines. A couple of years ago a documentary was made about her remarkable story.

Read more about Katherine Sui Fun Cheung
Follow in her footsteps with courses about technology

(Image from Popular Aviation Flying Magazine)


Which women inspire you to keep learning? Let us know in the comments.

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