How Effective Is Online Learning? What the Research Does and Doesn’t Tell Us
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Editor’s Note: This is part of a series on the practical takeaways from research.
The times have dictated school closings and the rapid expansion of online education. Can online lessons replace in-school time?
Clearly online time cannot provide many of the informal social interactions students have at school, but how will online courses do in terms of moving student learning forward? Research to date gives us some clues and also points us to what we could be doing to support students who are most likely to struggle in the online setting.
The use of virtual courses among K-12 students has grown rapidly in recent years. Florida, for example, requires all high school students to take at least one online course. Online learning can take a number of different forms. Often people think of Massive Open Online Courses, or MOOCs, where thousands of students watch a video online and fill out questionnaires or take exams based on those lectures.
In the online setting, students may have more distractions and less oversight, which can reduce their motivation.
Most online courses, however, particularly those serving K-12 students, have a format much more similar to in-person courses. The teacher helps to run virtual discussion among the students, assigns homework, and follows up with individual students. Sometimes these courses are synchronous (teachers and students all meet at the same time) and sometimes they are asynchronous (non-concurrent). In both cases, the teacher is supposed to provide opportunities for students to engage thoughtfully with subject matter, and students, in most cases, are required to interact with each other virtually.
Coronavirus and Schools
Online courses provide opportunities for students. Students in a school that doesn’t offer statistics classes may be able to learn statistics with virtual lessons. If students fail algebra, they may be able to catch up during evenings or summer using online classes, and not disrupt their math trajectory at school. So, almost certainly, online classes sometimes benefit students.
In comparisons of online and in-person classes, however, online classes aren’t as effective as in-person classes for most students. Only a little research has assessed the effects of online lessons for elementary and high school students, and even less has used the “gold standard” method of comparing the results for students assigned randomly to online or in-person courses. Jessica Heppen and colleagues at the American Institutes for Research and the University of Chicago Consortium on School Research randomly assigned students who had failed second semester Algebra I to either face-to-face or online credit recovery courses over the summer. Students’ credit-recovery success rates and algebra test scores were lower in the online setting. Students assigned to the online option also rated their class as more difficult than did their peers assigned to the face-to-face option.
Most of the research on online courses for K-12 students has used large-scale administrative data, looking at otherwise similar students in the two settings. One of these studies, by June Ahn of New York University and Andrew McEachin of the RAND Corp., examined Ohio charter schools; I did another with colleagues looking at Florida public school coursework. Both studies found evidence that online coursetaking was less effective.
About this series
This essay is the fifth in a series that aims to put the pieces of research together so that education decisionmakers can evaluate which policies and practices to implement.
The conveners of this project—Susanna Loeb, the director of Brown University’s Annenberg Institute for School Reform, and Harvard education professor Heather Hill—have received grant support from the Annenberg Institute for this series.
To suggest other topics for this series or join in the conversation, use #EdResearchtoPractice on Twitter.
Read the full series here .
It is not surprising that in-person courses are, on average, more effective. Being in person with teachers and other students creates social pressures and benefits that can help motivate students to engage. Some students do as well in online courses as in in-person courses, some may actually do better, but, on average, students do worse in the online setting, and this is particularly true for students with weaker academic backgrounds.
Students who struggle in in-person classes are likely to struggle even more online. While the research on virtual schools in K-12 education doesn’t address these differences directly, a study of college students that I worked on with Stanford colleagues found very little difference in learning for high-performing students in the online and in-person settings. On the other hand, lower performing students performed meaningfully worse in online courses than in in-person courses.
But just because students who struggle in in-person classes are even more likely to struggle online doesn’t mean that’s inevitable. Online teachers will need to consider the needs of less-engaged students and work to engage them. Online courses might be made to work for these students on average, even if they have not in the past.
Just like in brick-and-mortar classrooms, online courses need a strong curriculum and strong pedagogical practices. Teachers need to understand what students know and what they don’t know, as well as how to help them learn new material. What is different in the online setting is that students may have more distractions and less oversight, which can reduce their motivation. The teacher will need to set norms for engagement—such as requiring students to regularly ask questions and respond to their peers—that are different than the norms in the in-person setting.
Online courses are generally not as effective as in-person classes, but they are certainly better than no classes. A substantial research base developed by Karl Alexander at Johns Hopkins University and many others shows that students, especially students with fewer resources at home, learn less when they are not in school. Right now, virtual courses are allowing students to access lessons and exercises and interact with teachers in ways that would have been impossible if an epidemic had closed schools even a decade or two earlier. So we may be skeptical of online learning, but it is also time to embrace and improve it.
A version of this article appeared in the April 01, 2020 edition of Education Week as How Effective Is Online Learning?
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Online Vs Traditional Classes: Breaking down the Learning Models
This essay about the ongoing debate between online and traditional classes weighs the pros and cons of each educational format. It paints a vivid picture of the traditional classroom as a hub of immediate interaction and community, emphasizing the value of being physically present for spontaneous discussions and collaborative learning. Conversely, it highlights the flexibility and accessibility of online learning, ideal for those juggling various life commitments, while also acknowledging the potential downsides like isolation and the need for self-discipline. The essay suggests that there isn’t a one-size-fits-all answer but rather that the choice depends on individual learning styles and life situations. Looking ahead, it sees the future of education in hybrid models that blend the best aspects of both online and traditional learning, suggesting an evolving landscape where education adapts to fit the needs of all learners. PapersOwl offers a variety of free essay examples on the topic of Online vs Traditional Classes.
How it works
Ever find yourself caught in the crossfire of the online vs. traditional class debate? It’s more than just educational chitchat; it’s the kind of stuff that really shapes how we all dive into learning, no matter if you’re in high school or hitting the books later in life. With the world spinning into an ever-more digital era, it’s pretty crucial we suss out what each style brings to the table.
Let’s kick off with old school – literally.
Traditional classrooms have that irreplaceable vibe, like the buzz when a topic really lights up the room, or those moments when you can almost see the lightbulb flick on above someone’s head. It’s about being there, in the thick of it, where you can’t pause or rewind the teacher when you zone out for a minute. And there’s something about physically being with your classmates that adds this whole layer of belonging and, dare I say, accountability to the mix.
Then, there’s the online world. Picture this: learning your dream course in your PJs, from anywhere, at any time. This is the ultimate in fitting education into your life, not the other way around. It’s perfect for those of us who are balancing a million and one things or living in the middle of nowhere. Plus, online learning platforms are kinda like Netflix for education; you’ve got an endless stream of resources right at your fingertips, ready whenever you are.
But, and it’s a big but, going digital can feel a bit like you’re studying on a deserted island. The interaction isn’t the same, and it takes a truckload of self-discipline to keep at it, especially when your bed is just there and your latest Netflix obsession is calling your name. Not to mention, the whole setup relies on having decent tech and a solid internet connection, which isn’t a given for everyone.
So, what’s the best pick? Honestly, it’s not about crowning a winner. It’s more about what fits your style, your life, and how you best soak up all that knowledge. Some folks thrive in the structured, social setting of traditional classrooms, while others blossom in the go-at-your-own-pace world of online learning.
Peeking into the crystal ball, it looks like the future’s all about mixing things up. Hybrid learning is stepping into the spotlight, offering a bit of column A and a bit of column B. It’s an exciting time, with the potential for education to become more tailored, more accessible, and maybe just a bit more fun.
In wrapping up, this whole debate is really a sign of the times, showing just how flexible and diverse learning can become. Whether it’s in a lecture hall or through a screen, the heart of the matter is getting an education that not only preps you for the future but also sparks a lifelong passion for picking up new skills and insights. And who knows? With a bit of luck and a lot of innovation, we might just find ourselves in a world where learning is as easy and engaging as scrolling through your favorite social media feed.
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A Comparison of Student Learning Outcomes: Online Education vs. Traditional Classroom Instruction
Despite the prevalence of online learning today, it is often viewed as a less favorable option when compared to the traditional, in-person educational experience. Criticisms of online learning come from various sectors, like employer groups, college faculty, and the general public, and generally includes a lack of perceived quality as well as rigor. Additionally, some students report feelings of social isolation in online learning (Protopsaltis & Baum, 2019).
In my experience as an online student as well as an online educator, online learning has been just the opposite. I have been teaching in a fully online master’s degree program for the last three years and have found it to be a rich and rewarding experience for students and faculty alike. As an instructor, I have felt more connected to and engaged with my online students when compared to in-person students. I have also found that students are actively engaged with course content and demonstrate evidence of higher-order thinking through their work. Students report high levels of satisfaction with their experiences in online learning as well as the program overall as indicated in their Student Evaluations of Teaching (SET) at the end of every course. I believe that intelligent course design, in addition to my engagement in professional development related to teaching and learning online, has greatly influenced my experience.
In an article by Wiley Education Services, authors identified the top six challenges facing US institutions of higher education, and include:
- Declining student enrollment
- Financial difficulties
- Fewer high school graduates
- Decreased state funding
- Lower world rankings
- Declining international student enrollments
Of the strategies that institutions are exploring to remedy these issues, online learning is reported to be a key focus for many universities (“Top Challenges Facing US Higher Education”, n.d.).
Babson Survey Research Group, 2016, [PDF file].
Some of the questions I would like to explore in further research include:
- What factors influence engagement and connection in distance education?
- Are the learning outcomes in online education any different than the outcomes achieved in a traditional classroom setting?
- How do course design and instructor training influence these factors?
- In what ways might educational technology tools enhance the overall experience for students and instructors alike?
In this literature review, I have chosen to focus on a comparison of student learning outcomes in online education versus the traditional classroom setting. My hope is that this research will unlock the answers to some of the additional questions posed above and provide additional direction for future research.
Online Learning Defined
According to Mayadas, Miller, and Sener (2015), online courses are defined by all course activity taking place online with no required in-person sessions or on-campus activity. It is important to note, however, that the Babson Survey Research Group, a prominent organization known for their surveys and research in online learning, defines online learning as a course in which 80-100% occurs online. While this distinction was made in an effort to provide consistency in surveys year over year, most institutions continue to define online learning as learning that occurs 100% online.
Blended or hybrid learning is defined by courses that mix face to face meetings, sessions, or activities with online work. The ratio of online to classroom activity is often determined by the label in which the course is given. For example, a blended classroom course would likely include more time spent in the classroom, with the remaining work occurring outside of the classroom with the assistance of technology. On the other hand, a blended online course would contain a greater percentage of work done online, with some required in-person sessions or meetings (Mayadas, Miller, & Sener, 2015).
A classroom course (also referred to as a traditional course) refers to course activity that is anchored to a regular meeting time.
Enrollment Trends in Online Education
There has been an upward trend in the number of postsecondary students enrolled in online courses in the U.S. since 2002. A report by the Babson Survey Research Group showed that in 2016, more than six million students were enrolled in at least one online course. This number accounted for 31.6% of all college students (Seaman, Allen, & Seaman, 2018). Approximately one in three students are enrolled in online courses with no in-person component. Of these students, 47% take classes in a fully online program. The remaining 53% take some, but not all courses online (Protopsaltis & Baum, 2019).
(Seaman et al., 2016, p. 11)
Perceptions of Online Education
In a 2016 report by the Babson Survey Research Group, surveys of faculty between 2002-2015 showed approval ratings regarding the value and legitimacy of online education ranged from 28-34 percent. While numbers have increased and decreased over the thirteen-year time frame, faculty approval was at 29 percent in 2015, just 1 percent higher than the approval ratings noted in 2002 – indicating that perceptions have remained relatively unchanged over the years (Allen, Seaman, Poulin, & Straut, 2016).
(Allen, I.E., Seaman, J., Poulin, R., Taylor Strout, T., 2016, p. 26)
In a separate survey of chief academic officers, perceptions of online learning appeared to align with that of faculty. In this survey, leaders were asked to rate their perceived quality of learning outcomes in online learning when compared to traditional in-person settings. While the percentage of leaders rating online learning as “inferior” or “somewhat inferior” to traditional face-to-face courses dropped from 43 percent to 23 percent between 2003 to 2012, the number rose again to 29 percent in 2015 (Allen, Seaman, Poulin, & Straut, 2016).
Faculty and academic leaders in higher education are not alone when it comes to perceptions of inferiority when compared to traditional classroom instruction. A 2013 Gallop poll assessing public perceptions showed that respondents rated online education as “worse” in five of the seven categories seen in the table below.
(Saad, L., Busteed, B., and Ogisi, M., 2013, October 15)
In general, Americans believed that online education provides both lower quality and less individualized instruction and less rigorous testing and grading when compared to the traditional classroom setting. In addition, respondents also thought that employers would perceive a degree from an online program less positively when compared to a degree obtained through traditional classroom instruction (Saad, Busteed, & Ogisi, 2013).
Student Perceptions of Online Learning
So what do students have to say about online learning? In Online College Students 2015: Comprehensive Data on Demands and Preferences, 1500 college students who were either enrolled or planning to enroll in a fully online undergraduate, graduate, or certificate program were surveyed. 78 percent of students believed the academic quality of their online learning experience to be better than or equal to their experiences with traditional classroom learning. Furthermore, 30 percent of online students polled said that they would likely not attend classes face to face if their program were not available online (Clienfelter & Aslanian, 2015). The following video describes some of the common reasons why students choose to attend college online.
How Online Learning Affects the Lives of Students ( Pearson North America, 2018, June 25)
In a 2015 study comparing student perceptions of online learning with face to face learning, researchers found that the majority of students surveyed expressed a preference for traditional face to face classes. A content analysis of the findings, however, brought attention to two key ideas: 1) student opinions of online learning may be based on “old typology of distance education” (Tichavsky, et al, 2015, p.6) as opposed to actual experience, and 2) a student’s inclination to choose one form over another is connected to issues of teaching presence and self-regulated learning (Tichavsky et al, 2015).
Student Learning Outcomes
Given the upward trend in student enrollment in online courses in postsecondary schools and the steady ratings of the low perceived value of online learning by stakeholder groups, it should be no surprise that there is a large body of literature comparing student learning outcomes in online classes to the traditional classroom environment.
While a majority of the studies reviewed found no significant difference in learning outcomes when comparing online to traditional courses (Cavanaugh & Jacquemin, 2015; Kemp & Grieve, 2014; Lyke & Frank 2012; Nichols, Shaffer, & Shockey, 2003; Stack, 2015; Summers, Waigandt, & Whittaker, 2005), there were a few outliers. In a 2019 report by Protopsaltis & Baum, authors confirmed that while learning is often found to be similar between the two mediums, students “with weak academic preparation and those from low-income and underrepresented backgrounds consistently underperform in fully-online environments” (Protopsaltis & Baum, 2019, n.p.). An important consideration, however, is that these findings are primarily based on students enrolled in online courses at the community college level – a demographic with a historically high rate of attrition compared to students attending four-year institutions (Ashby, Sadera, & McNary, 2011). Furthermore, students enrolled in online courses have been shown to have a 10 – 20 percent increase in attrition over their peers who are enrolled in traditional classroom instruction (Angelino, Williams, & Natvig, 2007). Therefore, attrition may be a key contributor to the lack of achievement seen in this subgroup of students enrolled in online education.
In contrast, there were a small number of studies that showed that online students tend to outperform those enrolled in traditional classroom instruction. One study, in particular, found a significant difference in test scores for students enrolled in an online, undergraduate business course. The confounding variable, in this case, was age. Researchers found a significant difference in performance in nontraditional age students over their traditional age counterparts. Authors concluded that older students may elect to take online classes for practical reasons related to outside work schedules, and this may, in turn, contribute to the learning that occurs overall (Slover & Mandernach, 2018).
In a meta-analysis and review of online learning spanning the years 1996 to 2008, authors from the US Department of Education found that students who took all or part of their classes online showed better learning outcomes than those students who took the same courses face-to-face. In these cases, it is important to note that there were many differences noted in the online and face-to-face versions, including the amount of time students spent engaged with course content. The authors concluded that the differences in learning outcomes may be attributed to learning design as opposed to the specific mode of delivery (Means, Toyoma, Murphy, Bakia, Jones, 2009).
Limitations and Opportunities
After examining the research comparing student learning outcomes in online education with the traditional classroom setting, there are many limitations that came to light, creating areas of opportunity for additional research. In many of the studies referenced, it is difficult to determine the pedagogical practices used in course design and delivery. Research shows the importance of student-student and student-teacher interaction in online learning, and the positive impact of these variables on student learning (Bernard, Borokhovski, Schmid, Tamim, & Abrami, 2014). Some researchers note that while many studies comparing online and traditional classroom learning exist, the methodologies and design issues make it challenging to explain the results conclusively (Mollenkopf, Vu, Crow, & Black, 2017). For example, some online courses may be structured in a variety of ways, i.e. self-paced, instructor-led and may be classified as synchronous or asynchronous (Moore, Dickson-Deane, Galyan, 2011)
Another gap in the literature is the failure to use a common language across studies to define the learning environment. This issue is explored extensively in a 2011 study by Moore, Dickson-Deane, and Galyan. Here, the authors examine the differences between e-learning, online learning, and distance learning in the literature, and how the terminology is often used interchangeably despite the variances in characteristics that define each. The authors also discuss the variability in the terms “course” versus “program”. This variability in the literature presents a challenge when attempting to compare one study of online learning to another (Moore, Dickson-Deane, & Galyan, 2011).
Finally, much of the literature in higher education focuses on undergraduate-level classes within the United States. Little research is available on outcomes in graduate-level classes as well as general information on student learning outcomes and perceptions of online learning outside of the U.S.
As we look to the future, there are additional questions to explore in the area of online learning. Overall, this research led to questions related to learning design when comparing the two modalities in higher education. Further research is needed to investigate the instructional strategies used to enhance student learning, especially in students with weaker academic preparation or from underrepresented backgrounds. Given the integral role that online learning is expected to play in the future of higher education in the United States, it may be even more critical to move beyond comparisons of online versus face to face. Instead, choosing to focus on sound pedagogical quality with consideration for the mode of delivery as a means for promoting positive learning outcomes.
Allen, I.E., Seaman, J., Poulin, R., & Straut, T. (2016). Online Report Card: Tracking Online Education in the United States [PDF file]. Babson Survey Research Group. http://onlinelearningsurvey.com/reports/onlinereportcard.pdf
Angelino, L. M., Williams, F. K., & Natvig, D. (2007). Strategies to engage online students and reduce attrition rates. The Journal of Educators Online , 4(2).
Ashby, J., Sadera, W.A., & McNary, S.W. (2011). Comparing student success between developmental math courses offered online, blended, and face-to-face. Journal of Interactive Online Learning , 10(3), 128-140.
Bernard, R.M., Borokhovski, E., Schmid, R.F., Tamim, R.M., & Abrami, P.C. (2014). A meta-analysis of blended learning and technology use in higher education: From the general to the applied. Journal of Computing in Higher Education , 26(1), 87-122.
Cavanaugh, J.K. & Jacquemin, S.J. (2015). A large sample comparison of grade based student learning outcomes in online vs. face-fo-face courses. Journal of Asynchronous Learning Network, 19(2).
Clinefelter, D. L., & Aslanian, C. B. (2015). Online college students 2015: Comprehensive data on demands and preferences. https://www.learninghouse.com/wp-content/uploads/2017/09/OnlineCollegeStudents2015.pdf
Golubovskaya, E.A., Tikhonova, E.V., & Mekeko, N.M. (2019). Measuring learning outcome and students’ satisfaction in ELT (e-learning against conventional learning). Paper presented the ACM International Conference Proceeding Series, 34-38. Doi: 10.1145/3337682.3337704
Kemp, N. & Grieve, R. (2014). Face-to-face or face-to-screen? Undergraduates’ opinions and test performance in classroom vs. online learning. Frontiers in Psychology , 5. Doi: 10.3389/fpsyg.2014.01278
Lyke, J., & Frank, M. (2012). Comparison of student learning outcomes in online and traditional classroom environments in a psychology course. (Cover story). Journal of Instructional Psychology , 39(3/4), 245-250.
Mayadas, F., Miller, G. & Senner, J. Definitions of E-Learning Courses and Programs Version 2.0. Online Learning Consortium. https://onlinelearningconsortium.org/updated-e-learning-definitions-2/
Means, B., Toyama, Y., Murphy, R., Bakia, M., & Jones, K. (2010). Evaluation of evidence-based practices in online learning: A meta-analysis and review of online learning studies. US Department of Education. https://www2.ed.gov/rschstat/eval/tech/evidence-based-practices/finalreport.pdf
Mollenkopf, D., Vu, P., Crow, S, & Black, C. (2017). Does online learning deliver? A comparison of student teacher outcomes from candidates in face to face and online program pathways. Online Journal of Distance Learning Administration. 20(1).
Moore, J.L., Dickson-Deane, C., & Galyan, K. (2011). E-Learning, online learning, and distance learning environments: Are they the same? The Internet and Higher Education . 14(2), 129-135.
Nichols, J., Shaffer, B., & Shockey, K. (2003). Changing the face of instruction: Is online or in-class more effective? College & Research Libraries , 64(5), 378–388. https://doi-org.proxy2.library.illinois.edu/10.5860/crl.64.5.378
Parsons-Pollard, N., Lacks, T.R., & Grant, P.H. (2008). A comparative assessment of student learning outcomes in large online and traditional campus based introduction to criminal justice courses. Criminal Justice Studies , 2, 225-239.
Pearson North America. (2018, June 25). How Online Learning Affects the Lives of Students . YouTube. https://www.youtube.com/watch?v=mPDMagf_oAE
Protopsaltis, S., & Baum, S. (2019). Does online education live up to its promise? A look at the evidence and implications for federal policy [PDF file]. http://mason.gmu.edu/~sprotops/OnlineEd.pdf
Saad, L., Busteed, B., & Ogisi, M. (October 15, 2013). In U.S., Online Education Rated Best for Value and Options. https://news.gallup.com/poll/165425/online-education-rated-best-value-options.aspx
Stack, S. (2015). Learning Outcomes in an Online vs Traditional Course. International Journal for the Scholarship of Teaching and Learning , 9(1).
Seaman, J.E., Allen, I.E., & Seaman, J. (2018). Grade Increase: Tracking Distance Education in the United States [PDF file]. Babson Survey Research Group. http://onlinelearningsurvey.com/reports/gradeincrease.pdf
Slover, E. & Mandernach, J. (2018). Beyond Online versus Face-to-Face Comparisons: The Interaction of Student Age and Mode of Instruction on Academic Achievement. Journal of Educators Online, 15(1) . https://files.eric.ed.gov/fulltext/EJ1168945.pdf
Summers, J., Waigandt, A., & Whittaker, T. (2005). A Comparison of Student Achievement and Satisfaction in an Online Versus a Traditional Face-to-Face Statistics Class. Innovative Higher Education , 29(3), 233–250. https://doi-org.proxy2.library.illinois.edu/10.1007/s10755-005-1938-x
Tichavsky, L.P., Hunt, A., Driscoll, A., & Jicha, K. (2015). “It’s just nice having a real teacher”: Student perceptions of online versus face-to-face instruction. International Journal for the Scholarship of Teaching and Learning. 9(2).
Wiley Education Services. (n.d.). Top challenges facing U.S. higher education. https://edservices.wiley.com/top-higher-education-challenges/
July 17, 2020
Online Learning
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