Computers & Education 126 (2018) 334–345 Contents lists available at ScienceDirect Computers & Education journal homepage: www.elsevier.com/locate/compedu The flipped classroom: A review of its advantages and challenges Gökçe Akçayıra,∗, Murat Akçayırb a b T Gazi University, Faculty of Gazi Education, Department of Computer Education and Instructional Technologies, Ankara, Turkey Kırıkkale University, Faculty of Education, Department of Computer Education and Instructional Technologies, Kırıkkale, Turkey A R T IC LE I N F O ABS TRA CT Keywords: Teaching/learning strategies Improving classroom teaching This study presents a large-scale systematic review of the literature on the flipped classroom, with the goals of examining its reported advantages and challenges for both students and instructors, and to note potentially useful areas of future research on the flipped model's in and out-of-class activities. The full range of Social Sciences Citation Indexed journals was surveyed through the Web of Science site, and a total of 71 research articles were selected for the review. The findings reveal that the most frequently reported advantage of the flipped classroom is the improvement of student learning performance. We also found a number of challenges in this model. The majority of these are related to out-of-class activities, such as much reported inadequate student preparation prior to class. Several other challenges and the numerous advantages of the flipped classroom are discussed in detail. We then offer suggestions for future research on flipped model activities. 1. Introduction The flipped or inverted classroom is a new and popular instructional model, in which activities traditionally conducted in the classroom (e.g., content presentation) become home activities, and activities normally constituting homework become classroom activities (Bergmann & Sams, 2012; Sohrabi & Iraj, 2016). In the flipped classroom, the teacher helps the students instead of merely delivering information, while the students become responsible for their own learning process and must govern their own learning pace (Lai & Hwang, 2016). Since classroom time is not used to transmit knowledge to students by means of lectures, the teacher is able to engage with students by means of other learning activities such as discussion, solving problems proposed by the students, hands-on activities, and guidance. Today, the concept of the flipped classroom has been implemented in many different disciplines (math, social sciences, humanities, etc.), and in schools and universities around the world (Hao, 2016). While some studies indicate that flipped classrooms offer many positive educational outcomes, other studies draw attention to limitations associated with flipped classroom. For example, in the flipped model student learning achievement and satisfaction may be enhanced (Missildine, Fountain, Summers, & Gosselin, 2013); students may be more satisfied with the flipped method; and it can be more economical than traditional instruction (O'Flaherty & Phillips, 2015). However, challenges can include more required time to redesign the course as a flipped classroom (Schlairet, Green, & Benton, 2014), low self-regulated behaviors by some students (Sun, Wu, & Lee, 2017), and the resulting failure of some students to properly schedule their time to comprehend the out-of-class learning content (Lai & Hwang, 2016). The literature indicates that the flipped model of instruction entails both opportunities and challenges. However, to date only a few studies have reviewed the educational outcomes and challenges of flipped classrooms (e.g., Betihavas, Bridgman, Kornhaber, & Cross, 2016; Zainuddin & Halili, 2016). This new review of the advantages and challenges reported in ∗ Corresponding author. E-mail address: gokceakcayir@gmail.com (G. Akçayır). https://doi.org/10.1016/j.compedu.2018.07.021 Received 6 January 2018; Received in revised form 25 July 2018; Accepted 31 July 2018 Available online 01 August 2018 0360-1315/ © 2018 Elsevier Ltd. All rights reserved. Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır research studies associated on this approach can more comprehensively indicate best practices, and areas for future research and development. In the present study, 71 research studies examining flipped classroom, published to the end of 2016, were identified and systematically analyzed. 2. Theoretical background Unlike traditional teacher-centered instruction, in which students are treated as empty vessels that passively absorb information (Betihavas et al., 2016), flipped classrooms are centered around the students – not the teacher (Bergmann & Sams, 2012). Therefore, many researchers agree that student-centered learning theories (e.g., active learning, collaborative learning) can be more fully utilized in the flipped classroom (Betihavas et al., 2016; Lai & Hwang, 2016; Sohrabi & Iraj, 2016). According to Bishop and Verleger (2013), student-centered learning embodies a set of theories that include active learning, peer-assisted learning, and collaborative learning. Active learning can be simply defined as “any instructional method that engages students in the learning process” (Prince, 2004, p. 223). Active learning requires that students engage in meaningful learning activities (Sohrabi & Iraj, 2016) and that they be accountable for their own learning (Blaschke, 2012). In flipped classrooms, students experience active learning (Lai & Hwang, 2016) and have opportunities to perform higher order thinking activities (Roehl, Reddy, & Shannon, 2013). As Davies, Dean, and Ball (2013) stated, in flipped classrooms students are transformed from passive listeners into active learners. Peer-assisted learning is “the acquisition of knowledge and skills through active helping and supporting among status equals or matched companions” (Topping & Ehly, 1998, p. 1). According to Nederveld and Berge (2015), several opportunities for peer-assisted learning exist in flipped classrooms, in both class activities (e.g., collaboratively solving problems, cooperating to complete projects) and out-of-class activities by means of technology (e.g., discussion boards, social network sites). Collaborative learning broadly “is a situation in which learners interact in a collaborative way” (Dillenbourg, 1999, p. 8). Collaborative learning leads to deeper learning and shared understanding (Kreijns, Kirschner, & Jochems, 2003), and it provides opportunities for students to develop social skills (Johnson & Johnson, 1999). Flipped classrooms incorporate collaborative learning. Students are responsible for their own learning; they participate in small-group activities; they learn in an active mode; and the teacher maintains a facilitator role. Since class-time is not used to deliver knowledge by means of lectures in flipped classrooms, teachers can conduct collaborative small group activities to interact with the students (Bergmann & Sams, 2012). Tucker (2012) also noted that in flipped classrooms students can use their class time to work together and engage in collaborative learning. 3. Purpose of the study The flipped classroom has attracted scholarly attention especially due to its inclusion of improved technologies (Davies et al., 2013). Hence, research on the flipped classroom has increased in recent years (Lo & Hew, 2017). But to date, only a few studies have reviewed the literature on this evolving method. These few review studies are typically characterized by short publication range coverage, focus on only one learner type, or focus on only one academic discipline. For example, Betihavas et al. (2016) included only five studies in their review and only focused on nursing education. O'Flaherty and Phillips (2015) included studies that were only conducted at the level of higher education. Zainuddin and Halili's (2016) study was limited in its publication-date coverage (only three years were examined) and reviewed only 20 published articles. Though several advantages of the flipped model have been reported by researchers such as increased learning motivation (e.g., Bhagat, Chang, & Chang, 2016) and course grade (e.g., Mason, Shuman, & Cook, 2013), it is not clear whether these are common contributions of all flipped classrooms, or only particular findings from individual applications. A more systematic review will help to map areas of uncertainty and to depict the big picture (Petticrew & Roberts, 2006). Therefore, this study initially reviews the advantages and challenges reported in a larger number of research studies on the flipped classroom, covering a longer range of publication dates than earlier review studies. Because in-class and out-of-class activities are amongst the most important elements of the flipped classroom (Bergmann & Sams, 2012), this study secondly provides an analysis of flipped model activities, both in and out-of-class. This will detail the current state of activities in flipped classrooms and should provide useful guidance to researchers for further exploration. To achieve these purposes, we identified all of the articles that investigated the flipped classroom model published in all of the Social Sciences Citation Indexed (SSCI) journals to 31 December 2016. The following research questions (RQs) specifically guided this analysis: RQ1. What advantages of the flipped classroom are indicated in the studies published in the SSCI-indexed journals? RQ2. What challenges imposed by the flipped classroom are indicated in the studies published in the SSCI-indexed journals? RQ3. Which activities (in-class and out-of-class) were used in flipped classrooms in the studies published in the SSCI-indexed journals? 4. Method 4.1. The manuscript selection process As it is impossible to include all relevant studies (Heitink, Van der Kleij, Veldkamp, Schildkamp, & Kippers, 2016), several specific criteria are used by researchers in the selection of manuscripts. Examples include the importance of the journals in the field (Hwang & 335 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır Fig. 1. Procedure for the selection of articles. Tsai, 2011), the selection of all articles published in several leading journals in a field (Shih, Feng, & Tsai, 2008), and the use of databases in which studies are indexed, such as ProQuest (Heitink et al., 2016), Education Resources Information Center (ERIC), and SSCI (Kucuk, Aydemir, Yildirim, Arpacik, & Goktas, 2013). For this study, we selected scientific articles on the flipped classroom which were published in journals indexed in the SSCI database. The SSCI database was selected as a tool to access the field tags of SSCI indexed articles, such as by topic and research area (Luor, Johanson, Lu, & Wu, 2008). It is typically used as the source for many review studies (e.g., Kucuk et al., 2013). The Web of Science (WOS) site was the point of access because it provides a search engine for all of the SSCI indexed journals. In WOS, we used the advanced search function and input the search terms “flip” and “invert.” Because some authors use the term “inverted classroom” interchangeably with the term “flipped classroom,” the search was conducted using multiple terms with the Boolean operator “OR.” In order to locate education related studies, we selected all educational categories (“education & educational research,” “education special,” “education scientific discipline,” and “psychology educational”). While conducting the search, no time period was specified (1980–2016 is the full range of the search engine). However, the document type “article” and the language “English” were selected as the search parameters. The last search was conducted on 31 December 2016. In the first search, 206 articles were discovered. These articles were downloaded as full texts to a computer. Each article then was examined by two researchers to check whether it was suitable for the purposes of the study. During this examination, inclusion and exclusion criteria were adopted. Articles were included when they covered the flipped classroom as a primary component. More specifically, the researchers attempted to select articles in which the flipped classroom was the focus, and not simply mentioned. Editorials and review articles were excluded. Following our application of the criteria, 71 articles were found to be compliant with the purposes of the study. A summary of the search results is presented in a flow chart in Fig. 1. 4.2. The data coding and analysis processes The data from all 71 articles were analyzed by two researchers. To assist the researchers in this analysis, we used the software program ATLAS.ti 7, which makes it easier to organize the data and to handle large datasets (Paulus, Woods, Atkins, & Macklin, 2017). Firstly, to calculate coding reliability, 18 (25.35%) articles were picked randomly and blind coded by the two researchers. Then the coding results were compared to determine inter-rater reliability, as measured by Cohen's kappa. This was done with the University of Pittsburgh's Coding Analysis Toolkit (CAT), a web-based software program that measures inter-rater reliability from ATLAS.ti-coded datasets (Lu & Shulman, 2008). The Cohen's kappa was found to be 0.75 for advantages (RQ1), 0.78 for challenges (RQ2), 0.92 for in-class, and 0.83 for out-of-class activities (RQ3). According to Landis and Koch (1977), any value between 0.61 and 0.80 is considered substantial, and between 0.81 and 1.00 is regarded as perfect agreement. As Heitink et al. (2016) suggested, initial disparities were discussed by the two researchers to further align their methods. After ensuring the coding reliability, the two researchers independently coded the rest of the articles. The data collected from the articles were analyzed using the qualitative content analysis method, which enables systematic and objective categorization of the qualitative data (Berelson, 1952). No coding scheme (pre-developed form or template) was used because pre-developed forms can unduly direct researchers while coding, which might distract from the intended purpose/s (Şimşek & Yıldırım, 2011). Therefore, an analytical three-stage open coding process (established by Emerson, Fretz, & Shaw, 2011) was utilized to analyze the data. To code the advantages and challenges of the flipped classrooms (addressing RQ1 and RQ2), all of the findings/results, discussions, and conclusion sections from the 71 articles were read, as was done by Akçayır and Akçayır (2017). While reading these sections we paid attention to determinant words to identify advantages and challenges reported in the studies. In other words, our selection of advantages and challenges was based upon the actual empirical results reported in each study. Likewise, to code in and out-of-class activities (addressing RQ3), the methods sections from the articles were read. At the end of this stage, all of the data were coded and collected using the ATLAS.ti 7 software. The codes then were grouped into more comprehensive categories based on their similarities. To name the categories, the most descriptive wording was determined. In the final stage, the codes were rearranged according to emergent categories. 336 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır Fig. 2. Number of articles published by year. 5. Results and discussion 5.1. General characteristics of the studies The general characteristics of the studies, such as distribution over time and learner types (types of participants), are briefly described in this section. 5.1.1. The year distribution of the studies published in the SSCI-indexed journal articles that examined the flipped classroom Within our reviewed studies, the first study that examined the flipped classroom was published in 2000 (see Fig. 2). Even this early study reported that advancements in learning technologies offer new opportunities for students to learn and for instructors to deliver the learning content (Lage, Platt, & Treglia, 2000). The authors also found a positive result in that the majority of the students and the instructor perceived the flipped model positively. Compared to traditional classrooms, the only problem with the flipped classroom was the technology cost in these early years (Lage et al., 2000). However, the financial cost problem may not affect flipped classrooms today because it is less expensive to access technology now than in the past. After more than a decade, flipped classroom studies became popular among scholars; the numbers of such studies began to steadily increase after 2012. One possible explanation for this increase is the growing availability of Internet technologies. Interestingly, the “flipped classroom” was first addressed in a Horizon Report in 2012 (Johnson, Adams, & Cummins, 2012). In that report, the flipped classroom was described as a promising model that can open doors to new approaches in education. The importance of reliable Internet connection, and of preserving class time for collaboration and discussion, were also highlighted. Fig. 2 shows that 79% of all the flipped classroom studies were conducted between 2015 and 2016. Particularly in developing countries, the availability of technology and the Internet are increasing. Thus, it seems likely that interest in the flipped classroom will continue after 2016, and that more research will be devoted to it. 5.1.2. Commonly selected learner types (types of participants) in the studies published in the SSCI-indexed journal articles that examined the flipped classroom The majority of the reviewed studies (80%) were conducted at the higher education level. Though this model is seen as useful for courses in all curriculum areas (from elementary to high school, as well as higher education; see Bergmann & Sams, 2012), only 16% of the studies focused on K-12 learners (see Fig. 3). While some researchers found positive outcomes within K-12 environments Fig. 3. Learner type. 337 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır Fig. 4. Distribution of the codes. (Bhagat et al., 2016; McEvoy et al., 2016), others reported some troublesome issues related to the flipped model in K-12 environments. For example, young students may have very limited time to use technology for learning at home (for out-of-class activities) because their parents do not like them to use mobile phones too often (Wang, 2016). Also, if young students are not sufficiently techsavvy, they may face problems when attempting to access online content (Leo & Puzio, 2016). Our results further revealed that there was a notable absence of teachers (1%) and adults (3%) as subjects in flipped classroom research. The flipped classroom model could be potentially effective for teaching elderly people because it is similar to the andragogy approach in some respects. In both, the learner accepts responsibility for his or her own learning; there is flexibility in the instruction; and both allow greater self-determination (Betihavas et al., 2016). For this reason, we see great growth potential in the area of adult-student centered flipped learning research. 5.1.3. Distribution of our emergent codes Providing substantial details of qualitative data (including the distribution of all created codes) helps to achieve analytical objectives (Paulus et al., 2017). In this section, we provided an overview of the codes that we created for the 71 articles during the analysis process (see Fig. 4). A total of 627 codes were created, of which 219 (35%) relate to the advantages, 102 (16%) relate to the challenges, 162 (26%) relate to the in-class activities, and 144 (23%) relate to the out-of-class activities in the flipped classroom studies. We wish to highlight that the codes relating to the advantages of flipped classrooms (35%) are nearly double the number of those relating to the challenges (16%). In other words, in this set of reviewed studies, the authors reported more advantages derived from flipped classrooms than challenges. 5.2. RQ1: What advantages of the flipped classroom are indicated in the studies published in the SSCI-indexed journals? As a result of open coding, six inductive categories were created for the advantages (learner outcomes, pedagogical contributions, dispositions, interaction, time efficiency, and other). We then divided each inductive category into detailed sub-categories, based on where the reported advantages naturally fit (see Table 1). It is important to note that some studies reported more than one advantage. For such studies, more than one code (more than one sub-category) was applied for the advantages. Therefore, it is possible for percentages to be more than 100%. The findings for each inductive category are discussed in detail in the following sections. 5.2.1. Learner outcomes The advantages in terms of students' learning outcomes (such as satisfaction, engagement, and motivation) are gathered under this category. More than half of the studies (52%) reported that using the flipped model improves the learning performance of students, when measured by GPAs, standardized test scores, and course grades. According to these results, one of the most significant advantages of this model is that it helps to improve learning performance, which is one of the key elements of quality education. According to the Leo and Puzio (2016), active learning strategies provide potential explanations of how flipped learning may improve learning performance among students. However, Jensen, Kummer, and Godoy (2015) conducted a quasi-experimental design study to compare two groups (composed of flipped classroom and active non-flipped classroom students) to examine the effects of this model on student learning performance. They concluded that the learning performances were equal between the two groups, but that flipped classrooms do incorporate active learning strategies. Therefore, some researchers (e.g., Kay & MacDonald, 2016) argue that rather than devoting considerable time and resources to develop online videos and other out-of-class materials for the flipped model, it may better to focus on carefully selecting in-class instruction methods and designing better active learning strategies to utilize within traditional instruction. According to our reviewed studies, the flipped model also enhances student satisfaction (18%) and their level of engagement (14%), both of which are important elements in educational environments. On this point, Al-Zahrani (2015) drew attention to the quality of flipped course tools and materials, especially video-recorded lectures, and argued that these tools should be carefully prepared to promote a higher level of student engagement and satisfaction. Another study by Ryan and Reid (2016) concluded that the length of videos should be selected to match the students' attention span to ensure more effective engagement. 338 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır Table 1 Advantages of the flipped classroom. Inductive categories Sub-categories f % Sample research Learner Outcomes Improves learning performance Satisfaction Engagement Motivation Increases knowledge Improves critical thinking skills Feeling more confident Promotes creativity Focus on Problem solving skills Better retention Improves application skills Improves ICT skills 37 13 10 7 7 6 5 2 1 1 1 1 52.11 18.31 14.08 9.86 9.86 8.45 7.04 2.82 1.41 1.41 1.41 1.41 Bhagat et al. (2016) Bösner, Pickert, and Stibane (2015) Khanova et al. (2015) Huang and Hong (2016) Galway et al. (2014) van Vliet, Winnips, and Brouwer (2015) Sockalingam et al. (2016) Al-Zahrani (2015) L. Chen, Chen, and Chen (2015) Liou, Bhagat, and Chang (2016) Liou et al. (2016) Huang and Hong (2016) Pedagogical Contributions Flexible learning Enables individualized learning Enhances enjoyment Better preparation before class Fosters autonomy Offers collaboration opportunities Enables more feedback Fosters higher self-efficacy Provides peer-based learning Increases study effort Supports interest in the course Improves attendance Suitable for large group teaching Decreases withdrawals 16 8 8 6 6 4 4 2 2 2 2 1 1 1 22.54 11.27 11.27 8.45 8.45 5.63 5.63 2.82 2.82 2.82 2.82 1.41 1.41 1.41 Nguyen, Yu, Japutra, and Chen (2016) González-Gómez et al. (2016) Wanner and Palmer (2015) Sahin et al. (2015) Huang and Hong (2016) Foldnes (2016) Zawilinski et al. (2016) Aşıksoy and Özdamlı (2016) Sage and Sele (2015) Chen et al. (2014) Leo and Puzio (2016) Chen et al. (2014) Balaban, Gilleskie, and Tran (2016) Flynn (2015) Time Efficiency More efficient class time More time for practice 9 5 12.68 7.04 Davies et al. (2013) Moraros et al. (2015) Dispositions Positive Positive Positive Positive 13 10 6 2 18.31 14.08 8.45 2.82 Mylott, Kutschera, Dunlap, Christensen, and Widenhorn (2016) Kong (2014) Chao, Chen, and Chuang (2015) Lage et al. (2000) Interaction Interaction (Students-Instructor) Interaction (General) Interaction (Students-Students) 7 4 3 9.86 5.63 4.23 Ryan and Reid (2016) Chen et al. (2014) Galway et al. (2014) Other Less anxiety Cost effective Students adapt quickly 3 2 1 4.23 2.82 1.41 Teo, Tan, Yan, Teo, and Yeo (2014) Hardin and Koppenhaver (2016) Mason et al. (2013) feedback from students perceptions (students) attitudes perceptions (teachers) Advantages such as enhancing confidence (7%), promoting creativity (3%), and increasing problem solving skills (1%) were reported by a few researchers (see Table 1). Al-Zahrani (2015) conducted a quasi-experimental study which examined the flipped classroom's impact on student creativity, and showed that the flipped classroom may stimulate student creativity, despite fact that this advantage is not commonly reported in the reviewed studies. Many of the reviewed studies also address learner performance. However, learning outcomes encompass more than merely learner performance. To provide more evidence on the educational effectiveness of flipped classrooms, future researchers may wish to focus more on other learning outcomes, such as motivation. 5.2.2. Pedagogical contributions According to our findings (see Table 1), the most prominent pedagogical contribution of the flipped classroom is its flexibility (23%). Since many flipped classrooms use online materials to deliver instruction before a class (He, Holton, Farkas, & Warschauer, 2016), students are theoretically able to learn anytime and anywhere (McDonald & Smith, 2013). The flexibility of this model allows students to study at their own pace, which appeals especially to busy students who are overscheduled and may miss lectures (Bergmann & Sams, 2012). Similarly, González-Gómez, Jeong, Airado Rodríguez, and Cañada-Cañada (2016) reported that students can pause, rewind, and review lectures using technology that is typically available in the flipped model. Flexibility is a main reason for students' (Nguyen, Yu, Japutra, & Chen, 2016; Wanner & Palmer, 2015) and instructors' (Hardin & Koppenhaver, 2016) reported satisfaction with the flipped model. Enabling individualized learning (11%) and enhancing student enjoyment of the lectures (11%) are other pedagogical contributions of the flipped classroom. A few studies (8%) reported that due to this model students were better prepared before class. According to Sahin, Cavlazoglu, and Zeytuncu (2015), students found the viewing of videos easier than reading the course book. This 339 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır may explain why students might be better prepared before attending class than in traditional instruction settings. There is only sparse data in these reviewed studies concerning increases in study effort (3%), improved attendance (1%), or decreased withdrawals (1%). It is not clear whether these are real pedagogical contributions of flipped model or not. Further investigation of these topics could resolve these questions. 5.2.3. Dispositions, interaction, time efficiency & other Several studies reported that students' feedback (18%) and perceptions (14%) regarding flipped courses are positive. For example, Zainuddin and Attaran (2016) found that most university students had positive perceptions towards flipped classrooms and wanted to continue using this model instead of conventional teaching methods. A few studies (8%) demonstrated that the flipped classroom helped the students to develop better attitudes toward learning experiences (e.g., Fautch, 2015; Hung, 2015). Another positive feature is students-students and students-instructor interaction opportunities (20% because flipped classrooms allow extra time in-class for this. We found greater students-instructor (10%) and students-students (4%) interaction reported in these studies. One possible explanation for increases in students-instructor interaction is that the role of the instructor in this model is altered from presenter of content to learning coach (Bergmann & Sams, 2012). Accordingly, Gilboy, Heinerichs, and Pazzaglia (2015) stated that flipped model student-centered activities in class might increase students-instructor interaction. A final reported advantage of the flipped classroom is ability to use class time more efficiently (13%). Since students are provided all lectures as homework (to be studied outside of class), valuable class time is freed up and may be dedicated to student-centered learning activities such as discussion, feedback, hands-on activities, etc. Therefore, class time can be used more efficiently than in traditional classrooms. One of the reviewed studies (Mason et al., 2013) reported that engineering students adapted to the flipped model fairly quickly. However, further research is needed to confirm whether the flipped model is easy to implement among other types of students. 5.3. RQ2: What challenges imposed by the flipped classroom are indicated in the studies published in the SSCI-indexed journals? Though flipped classrooms provide many advantages in educational environments, this model imposes some challenges as well (see Table 2). We found a number of reported challenges and divided them into five inductive categories (pedagogical, students' and teachers' perspectives, technical & technological, and other). The majority of flipped classroom challenges are related to out-of-class activities, such as inadequate student preparation prior to class and the students' need for guidance at home. Table 2 Challenges of the flipped classroom. Inductive categories Sub-categories f % Sample research Pedagogical Limited student preparation before class Students need guidelines at home Unable to get help while out of class Inability of instructors to know if students watched videos or not Effects of the flipped method not long lasting Implementation issues 9 7 7 2 12.68 9.86 9.86 2.82 Al-Zahrani (2015) Wanner and Palmer (2015) Chen et al. (2015) Fautch (2015) 1 1 1.41 1.41 van Vliet et al. (2015) Khanova et al. (2015) Time consuming Workload increase Students do not prefer it 8 7 6 11.27 9.86 8.45 Adoption problems Anxious about the new method 4 4 5.63 5.63 Resistance to change Students find the method unfair/unreasonable 2 1 2.82 1.41 Smith (2013) Khanova et al. (2015) Porcaro, Jackson, McLaughlin, and O'Malley (2016) Chen et al. (2014) Porcaro, Jackson, McLaughlin, and O’Malley (2016) Chen et al. (2014) Wilson (2013) Teachers' Perspective Time consuming Higher workload Difficult to manage tasks Planning the sequence of activities 10 5 1 1 14.08 7.04 1.41 1.41 Wanner and Palmer (2015) Sage and Sele (2015) Chen et al. (2015) Schneider and Blikstein (2016) Technical and Technological Quality of videos Inequality of technology accessibility Need for technology competency (students) Cost Need for technology competency (teachers) Requirements of specific infrastructure 9 6 5 2 1 1 12.68 8.45 7.04 2.82 1.41 1.41 Moraros et al. (2015) Chen et al. (2015) Jensen et al. (2015) Jensen et al. (2015) Leo and Puzio (2016) Porcaro et al. (2016) Other Parental bias Lack of institutional support 1 1 1.41 1.41 Wang (2016) Wanner and Palmer (2015) Students' Perspective 340 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır The most commonly reported problem is students' limited preparation before class time (13%). If a student does not take time to study at home, s/he may not perform well in the classroom activities, and this may diminish the advantages of the flipped classroom (Sayeski, Hamilton-Jones, & Oh, 2015). Hwang, Lai, and Wang (2015) also stated that engaging students in self-learning at home is one of the key factors of seamless flipped learning. Moreover, since students may not be accustomed to this model, they might lose their bearings (i.e., they won't know what to do) in the flipped model. In order to avoid this situation, they need clear guidelines (10%) regarding how they should use their pre-class time and course materials. Another pedagogical issue is students' inability to get immediate help/feedback while they study at home (10%). Students who need help during out-of-class activities normally must take notes, write down questions, and wait for in-class discussions to obtain answers. To eliminate this problem, some researchers (e.g., Cummins, Beresford, & Rice, 2016; Fautch, 2015; Hardin & Koppenhaver, 2016) utilized text messages or discussion boards to offer their students instant feedback during out-of-class activities. These systems also help to reduce transactional distance in the flipped model (Chen, Wang, Kinshuk, & Chen, 2014). Additionally, there were some concerns about the difficulty of ensuring that students would study each lecture entirely before class (3%). From the students' perspective, the flipped model requires more time (11%) and work (10%) compared to a traditionally structured course (see Table 2). One possible reason for this is the nature of this model, which prompts students to preview the learning materials for better in-class participation (Hung, 2015). On this point, a study by Smith (2013) found that students generally considered studying lectures outside the classroom to be an extra time burden. According to (Chen et al., 2014), another possible reason is that some of the students acquired passive learning habits from the traditional classroom, where learning requires less time and work. In addition to these problems, students sometimes did not prefer this new model nor view it as useful compared to traditional instruction (8%). Since the flipped model is a relatively new approach for students, there was some uncertainty about what the class might entail, and this uncertainty can cause problems such as anxiety (6%), adoption problems (6%), and resistance to change (3%). From the teachers' side, we found two commonly reported challenges. Similar to the students, some teachers reported that this model might require more time (14%) and workload (7%). Pre-recording video lectures and preparing other flipped model materials is time consuming for teachers. Designing appropriate accompanying quiz questions and other out-of-class activities requires further time commitment (Howitt & Pegrum, 2015). The actual time needed to prepare flipped course materials can be nearly six times more than traditional course preparation (Wanner & Palmer, 2015). That is why some teachers questioned themselves many times as to why they were doing this (Howitt & Pegrum, 2015). This result is a top challenge for the flipped model (14%), which might prevent future instructors from implementing it in their courses. Technical and technological challenges, which include developing high quality of out-of-class materials, technology accessibility, and technology competency also may cause problems in the flipped classroom. A considerable number of studies (13%) reported that video lectures which are limited in their technical and pedagogical features (e.g., poor audio quality, tedious, dry) can negatively affect student learning experiences in the flipped classroom. For example, poor audio quality in videos (He et al., 2016) has negatively influenced students' learning. In another example, Giuliano and Moser (2016) found that the length of videos is inversely correlated with the percentage of videos viewed by the students. On this point, Battaglia and Kaya (2015) and Mason et al. (2013) recommended that considering most students' attention span, the length of videos should not be longer than 20 min. Researchers have drawn attention to this video problem (Zainuddin & Attaran, 2016; Zainuddin & Halili, 2016) and warned that poor quality video lectures may result in negative learning outcomes (e.g., He et al., 2016; Moraros, Islam, Yu, Banow, & Schindelka, 2015). Since the flipped model requires all students to have access to technology (hardware/software), whether provided by a university, a school, or by themselves (Jensen et al., 2015), the accessibility of technology cannot be ignored. Some studies reported that when a student has no access to technology (8%), this model can be daunting. Moreover, though the current generation of students is assumed to experience fewer difficulties when using technological products (Akçayır et al. 2016), some researchers (7%) reported that insufficient technological competency (e.g., username/password management, navigating online resources) might be a problem that affects flipped classroom efficacy. 5.4. RQ3: Which activities (in-class and out-of-class) were used in flipped classrooms in the studies published in the SSCI-indexed journals? Since the flipped classroom can embody many forms, there is a large variety of activities to use both in-class and out-of-class. It is important to use appropriate learning activities for the flipped classroom to be truly effective (Leo & Puzio, 2016; Porcaro, Jackson, McLaughlin, & O'Malley, 2016). Therefore, to provide insights for teachers who are wary of the use of the flipped model in their classrooms and to offer guidance to future researchers, we have attempted to provide an analysis of the flipped classroom activities featured in the reviewed studies. Regarding in-class activities, the researchers preferred mainly active learning activities, such as discussion (38%), small group activities (31%), feedback (28%), problem solving (28%), and collaborative group work (11%). Active learning has long been considered a more effective teaching strategy than the traditional lecture approach (Jonassen, 1995). According to Jensen et al. (2015), active learning in-class activities are the main contributions of the flipped model and might be the most influential elements for positive learning outcomes. It is evident from our review that most of the researchers preferred to use more than one in-class activity during class time (see Table 3). Regarding this point, Gilboy et al. (2015) recommended that it is important to choose only a few in-class activities to use throughout the course rather than a different one for each class. According to them, this allows students to become familiar with the class activities and helps to avoid the risk of students focusing on the process of the strategy rather than the learning content. When we looked at out-of-class activities utilized in the reviewed flipped model studies (see Table 4), we found that information transmission occurred outside the classroom in the form of lectures mainly delivered through videos (79%). There are several reasons 341 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır Table 3 In-class activities in flipped classrooms. Categories f % Sample research Discussion Small group activities Feedback Problem solving Questions and answers Group discussions Collaborative group work Case studies Hands-on experiments Quizzes Students' presentations Audience responses (Clicker) Assignments with teacher assistance Gaming Micro lectures Group projects Writing Guest speakers Word cloud Concept mapping Brain storming 27 22 20 20 12 9 8 8 8 7 5 3 3 2 2 1 1 1 1 1 1 38.03 30.99 28.17 28.17 16.90 12.68 11.27 11.27 11.27 9.86 7.04 4.23 4.23 2.82 2.82 1.41 1.41 1.41 1.41 1.41 1.41 Kiviniemi (2014) Al-Zahrani (2015) Kong (2014) Khanova et al. (2015) Galway et al. (2014) González-Gómez et al. (2016) Eichler and Peeples (2016) Jeong, González-Gómez, and Cañada-Cañada (2016) Battaglia and Kaya (2015) Zainuddin and Attaran (2016) McLaughlin et al. (2013) Khanova et al. (2015) Nguyen et al. (2016) Battaglia and Kaya (2015) Khanova et al. (2015) McLean, Attardi, Faden, and Goldszmidt (2016) Zawilinski et al. (2016) McLean et al. (2016) Porcaro et al. (2016) Porcaro et al. (2016) Kong (2014) Table 4 Out-of-class activities in flipped classrooms. Categories f % Sample research Videos Readings Quizzes Discussion PowerPoint presentations Homework Reflection Online modules Web Quest Further research Audio lectures Interactive tutorials 56 35 30 8 3 3 2 2 2 1 1 1 78.87 49.30 42.25 11.27 4.23 4.23 2.82 2.82 2.82 1.41 1.41 1.41 Teo et al. (2014) Kiviniemi (2014) Wanner and Palmer (2015) Weaver and Sturtevant (2015) Howitt and Pegrum (2015) Smith (2013) Sage and Sele (2015) McLean et al. (2016) Hung (2015) Nguyen et al. (2016) Bösner et al. (2015) Eichler and Peeples (2016) for this preference. First, Bishop and Verleger (2013) stated that to meet the flipped classroom criterion, out-of-class activities must include video lectures. According to Smith (2013), it is better to use video lectures, since students prefer streaming content as an outof-class activity. Similarly, Battaglia and Kaya (2015) reported that students mainly focus on videos rather than text readings during out-of-class study. Another reason for using video lectures is that they allow students to take advantage of the pause, rewind, and fastforward features (Battaglia & Kaya, 2015). Aside from videos, the researchers preferred to use readings (49%) and quizzes (42%) to help students prepare for in-class participation. Readings include assigned textbook readings and other supplemental reading materials (e.g., Gilboy et al., 2015; Hibbard, Sung, & Wells, 2016; Zawilinski, Richard, & Henry, 2016). Khanova, Roth, Rodgers, and McLaughlin (2015) noted that reading assignments should not take many, many hours to complete because students may not complete overly long reading assignments. In addition to readings, nearly half of researchers also used online quizzes to provide data on materials accessibility and the students' completion of learning materials; this tool also measures students' learning while out-of-class. For example, Wilson (2013) implemented (graded) quizzes on a regular basis, not only to provide students an explicit reason to complete tasks but also to provide incentive for participation in out-of-class learning activities. In another study by Fautch (2015), quizzes were used as a way to check on their viewing of the lecture videos. Students also found that online quizzes encouraged them to complete their study of online materials (Galway, Corbett, Takaro, Tairyan, & Frank, 2014). Fautch (2015) drew attention to a main problem that persists in the course format: the inability of students to ask questions immediately as they see and hear content for the first time. Though some researchers felt the need for discussion/interaction tools to provide feedback/help to students while out-of-class (aforementioned as a pedagogical challenge), our review of the literature has shown that only a few (11%) researchers have addressed this. Few of the included activities helped to solve the inability of students to ask questions/interact immediately. Therefore, teachers need to more effectively integrate discussion/interaction tools to make this model more useful in education. According to Fautch (2015), one way to circumvent the inability to ask immediate questions is to offer students instant feedback in the form of a text message. 342 Computers & Education 126 (2018) 334–345 G. Akçayır, M. Akçayır There are some additional points which should be noted here. Previous studies (e.g., Al-Zahrani, 2015; He et al., 2016; Zainuddin & Attaran, 2016) highlighted the importance of using high-quality out-of-class tools/materials to increase the effectiveness of the flipped model. Aside from the quality of the materials, the quantity and level of the loading should also be handled carefully because these can negatively affect the students' efforts for preparation (Lin & Hwang, 2018). Finally, apart from these four activities, it can be said that there are no commonly used out-of-class activities in our reviewed studies (see Table 4). 6. Conclusion and future research In this study, we conducted a systematic review of the literature on uses of the flipped model in education. The number of studies on this method has been increasing each year. As the flipped model continues to grow in popularity, probably more research will be conducted on it. Our examination of extant studies through 2016 also indicates that there has been little interest in implementing this method in the K-12 setting. Thus, this model's pedagogical potential has not yet reached far into K-12 schools. We recommend increased research on K-12 flipped model learning. In general, the flipped model in education yields positive academic outcomes. The majority of reviewed studies reported that the flipped model promotes improvements in student learning performance. Additionally, researchers have reported numerous advantages of this model (e.g., enhanced learning motivation, students' positive attitudes), which is encouraging. But to date, there is insufficient evidence to warrant generalization. Additional research is needed to examine this model's advantages, and whether its broader use could lead to greater student confidence, engagement, and more positive attitudes. Though claimed by some researchers (e.g., Jensen et al., 2015), it is not clear whether the benefits of the flipped model are due to active learning. Another question is, “If a researcher uses active learning strategies in a traditional course instead of flipping the classroom, would s/he gain the same positive academic outcomes?” If the answer is “yes,” then maybe there is no need to devote considerable time to designing and implementing the flipped classroom (developing video lectures, quizzes, etc.) or to subjecting students to large changes in their instructional format. However, it is a fact that flipped learning is not only conducted for positive academic outcomes but also to assist students individually and to create more opportunities to practice during class time, and so on. Therefore, future researchers should look for evidence to determine differences between the flipped model and non-flipped active learning models in terms of advantages, challenges, and time-effectiveness (which is one of the most reported challenges of the flipped model). Another point which should be considered is that most of the reviewed studies on the flipped classroom focused on only one course. Therefore, generalizability is an issue concerning the conclusions of these studies. If all courses were to be redesigned as a flipped model, would both the instructors and the students be able to allocate enough time to prepare adequately? As was mentioned earlier, time commitment and increased workload (heavy demands of the flipped model) are two of the main reported challenges by both the students and the instructors. There is a need for more flipped classroom research which focuses on numerous course implementations, to see whether the model is suitable for large-scale implementation. It is also evident from this review that the effects of the flipped classroom might not long-lasting. Future studies are also required to determine whether the effects of the flipped classroom are sustained over longer term applications. This study highlights some potential challenges that need to be addressed for effective implementation of flipped classrooms. First, since the quality of videos (found to be a top technical challenge) directly/indirectly impacts flipped learning, instructors should pay more attention to the quality of instructional videos (e.g., not too long and keep them interesting) while designing the flipped classroom. There is a need for studies that explore strategies and technologies to produce high quality videos when one has less technical ability and time. Second, it would be better if instructors could provide more interaction/communication tools (these are apparently not commonly used at present) to help students to obtain feedback/help when they are doing tasks/homework outside the class. Finally, since technology competency emerged as a challenge, instructors need to examine the technology availability and competency of students before implementing the flipped model. Our review also revealed some conflicting results which require further investigation by future researchers. For instance, while some studies reported that the flipped model encourages better student preparation before class, others observed limited student preparation before class. Similarly, when student perspectives were examined, findings of positive student perceptions have been reported as an advantage, but negative factors such as low student preference also have been reported as challenges. 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