Teaching Biology Lessons Using Digital Technology: A Contextualized Mixed-Methods Study on Pre-Service Biology Teachers’ Enacted TPACK
Abstract
:1. Introduction
1.1. TPACK Framework and TPACK Measurement
1.2. Enacted TPACK
1.3. Scope of the Study
2. Materials and Methods
2.1. Sample
2.2. Research Design and Context
2.3. Data Collection Procedure
- (1)
- Lesson PlansThe lesson plans consisted of around 8–10 pages. They included subject analysis, instructional and methodological planning, lesson outlines, and materials. The instructional planning laid out and justified instructional considerations, while the methodological planning explained the specific procedure for the lesson in causal terms.
- (2)
- Videotaped Lesson ObservationsDuring lesson implementation (90 min), one of the researchers accompanied and videotaped the lesson on-site. The researcher also took field notes during the visits. As the study focused solely on the pre-service biology teachers, the camera was positioned so that only the pre-service biology teachers (the desk and the blackboard) were visible. As the lesson was particularly interactive, a wireless microphone enabled audio recordings of the teacher at all times.
- (3)
- Semi-Structured Stimulated Recall InterviewsImmediately after lesson implementation, the researcher conducted semi-structured stimulated recall reflection interviews with the pre-service biology teachers. In this procedure, the researcher and the pre-service biology teachers viewed 3–4 sequences of the videotaped lesson observations based on a conversation guideline and used them as reflection stimuli. The selected sequences are related to certain aspects of the lesson (e.g., the feedback phase). This approach provided the pre-service biology teachers with a defined focus of reflection and encouraged them to reflect upon instruction-related and student-centered topics beyond aspects of classroom management [61]. Additionally, the approach allowed the pre-service biology teachers to address the issues that concerned them the most [56]. The interviews lasted around 40 min on average and were transcribed.
2.4. Research Instrument
2.5. Data Analysis and Evaluation
3. Results
3.1. Category Level: TPACK, PCK, and TPK
3.2. Subcategory Level: Lesson Structuring and Student Activation
3.3. Indicator Level: Discontinuities between the Data Sets
3.4. Qualitative Deepening
3.4.1. Type 1: High TPK but Low Blended CK Domains
- (1)
- Separation between Digital Technology and Content
“Because it [the use of technology] is simply added on or in between, I didn’t know where to focus and what the priority in the classroom should be. Is it more the work with digital media in general or is the content at least as important.”(LR KE04JG).
- (2)
- Pre-Service Biology Teachers Overload with Technology Use
“I didn’t get to grips with shooting this video and all that. I was also initially overwhelmed by the whole task.”(LR LI13VB).
- (3)
- Focus on the Surface Characteristics of the Lesson
“That is why it was important to me that everything runs smoothly, that when I want to use the laptop, it works straight away or is already switched on so that it doesn’t have to boot first. It was important to me that I could create a smooth transition because I know that if it’s not working, it will lead to disruption, and at the same time, the teacher will also get nervous. It’s a vicious circle.”(LR TE09SM).
3.4.2. Type 2: Low PCK but High Blended TK Domains
- (1)
- Connection between Content and Technology
“So I always look a bit for benefits. (…) You have to see how it [the use of technology] works in a targeted way and where it might turn into something negative.”(LR RA27JR).
- (2)
- Novelty of the Technology Use
“I could not estimate how fast they would be because I had never done it before. […] However, I did not know whether the fact that I had prepared so much material meant that it might be too much and that it perhaps would take away a bit of their imagination to think ahead themselves.”(LR RA27JR)
3.4.3. Commonalities between the Two Types
3.4.4. Low Student Activation but High Lesson Structuring
- (1)
- Concerns with the use of technology regarding potential lesson failure;
- (2)
- Concerns with a loss of control regarding the high level of students’ autonomy;
- (3)
- An orientation towards the creation of high-quality explainer videos instead of the creation process.
- (1)
- Concerns with the Technology Use
“I found it extremely difficult to estimate how skilled they [the students] are in dealing with digital media (…). I was extremely unsure of how much help and explanation was needed, whether a work phase would even occur or whether it would simply be too much work and everyone would just press the buttons in a muddle.”(LR KE04JG).
- (2)
- Concerns about Loss of Control
“I was very nervous because I also find it difficult to hand over responsibility. (…) it’s always like 60:40 whether it works out or not when you hand over responsibility or not. And it usually doesn’t work out.”(LR MA07CG).
- (3)
- Product Orientation instead of Process Orientation
“So, my most important issue, the most important aspects, where I hoped that something would emerge, or rather that each group would definitely produce a video.”(LR WE30VJ).
3.4.5. Discontinuities between the Data Sets
- (1)
- Discontinuities in the TPACK Domain
“The mentor said, okay, that’s where we are in the book. That’s actually the only thing that comes to mind in this context.”(LR RA27JR).
- (2)
- Discontinuities in the PCK Domain
- (3)
- Discontinuities in the TPK Domain
4. Discussion
4.1. Types of Technology Use among Pre-Service Biology Teachers
4.2. Identified Pattern
4.3. Identified Discontinuities within the Data Sets
4.4. Limitations
4.5. Implications for Practitioners
4.6. Implications for Scientists
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. The Categories, Subcategories, Criteria, and Indicators of the EnTPACK Rubric
Categories | Subcategories | Criteria | Indicators (Weight) |
TPACK | (TPACK alo) Alignment of the use of digital technology with the lesson objective(s) The pre-service teacher (PST) focuses on content-related learning objectives, that are appropriately facilitated through the use of digital technology (student-generated explainer videos). | (TPACK alo-a) The video creation task focuses on the explanation of a biological or scientific process/content by the students. (2) | |
(TPACK alo-b) The lesson serves to consolidate/deepen a subject content that has previously been taught. (3) | |||
(TPACK alo-c) The PST relates their content-related learning objective to using digital technology. (3) | |||
(TPACK alo-d) The PST emphasizes content-related learning objectives over the promotion of media literacy. (2) | |||
(TPACK alo-e) (Planning and Reflection) The PST considers alternative methodological-medial options to achieve the content-related learning objectives. (1) | |||
(TPACK alo-f) There is a discontinuity between the content-related learning objective(s) and the teaching. The teaching contradicts the content-related learning objective. (−2) | |||
(TPACK alo-g) The PST focuses more on the product than on the process of video creation. (−1) | |||
(TPACK asc) Alignment of the use of digital technology with the subject content The PST selects a subject content that particularly benefits from the use of digital technology. | (TPACK asc-a) The selected subject content is self-contained. An understanding of the subject content is possible with the available materials without the inclusion of additional content. (1) | ||
(TPACK asc-b) The PST limits the scope of the selected subject content so that it can be presented in a short explainer video. (2) | |||
(TPACK asc-c) The selected subject content is sufficiently complex (content needs to be related/connected). (3) | |||
(TPACK asc-d) The selected subject content exhibits spatial and/or temporal changes (dynamics). (3) | |||
(TPACK asc-e) The PST connects the selected subject content and the use of digital technology. (1) | |||
(TPACK asc-f) The subject content is so rich in detail and complexity that visual representation is impeded. (−2) | |||
PCK | (PCK cs) Content structuring | (PCK cs1) The PST ensures appropriate transparency (clarity) of the content-related lesson objectives for the students | (PCK cs1-a) The learning objective and/or the assignment are communicated to the students comprehensibly (appropriate to the addressees). (2) |
(PCK cs1-b) The learning objective and/or the assignment are visibly fixed for the students. (1) | |||
(PCK cs1-c) The PST formulates content-related requirements for the explainer video. (2) | |||
(PCK cs1-d) The PST formulates an individual objective or arbitrary requirements for the students (“Do your best”). (If not given, then the other indicators are evaluated. If given, then 0.) | |||
(PCK cs2) The PST focuses specifically on central key aspects of the subject content. | (PCK cs2-a) The PST emphasizes key aspects of content (e.g., emphasizes their importance). (2) | ||
(PCK cs2-b) The focused key aspects are of central importance for the content-related learning objective/for understanding the subject content. (2) | |||
(PCK cs2-c) The PST distinguishes the key aspects from non-essential aspects. (1) | |||
(PCK cs2-d) The PST connects the key aspects with the rest of the course. (1) | |||
(PCK cs2-e) The PST incorporates aspects into the lesson that are incidental to the content-related learning objective. (−1) | |||
(PCK cs3) The PST uses technical language appropriately in the lesson. | (PCK cs3-a) The PST defines the technical terms to be used in the explainer video and/or to be consolidated during video creation. (2) | ||
(PCK cs3-b) The selected technical terms are necessary to achieve the lesson objective(s) and/or to understand the subject content. (2) | |||
(PCK cs3-c) The video creation task requires a verbal explanation of the subject content. (2) | |||
(PCK cs3-d) The PST refrains from using technical terms that are not required to achieve the lesson objective(s) and/or to understand the subject content. (1) | |||
(PCK cs3-e) The PST misuses technical terms in the lesson. (−2) | |||
(PCK cs4) The PST ensures that the students receive appropriate content-related feedback. | (PCK cs4-a) The PST defines criteria for feedback. (2) | ||
(PCK cs4-b) The feedback is based on the defined criteria. (2) | |||
(PCK cs4-c) Students have access to the criteria during video creation. (2) | |||
(PCK cs4-d) The feedback and/or the criteria focus on the content-related learning objective(s). (2) | |||
(PCK cs4-e) The feedback and/or criteria include informative as well as practical advice for further learning or editing. (1) | |||
(PCK cs4-f) The feedback is appreciative. (2) | |||
(PCK cs4-g) The criteria are formulated unclearly. (−2) | |||
(PCK ca) Cognitive activation | (PCK ca1) The PST provides an authentic setting for the video creation | (PCK ca1-a) The explainer videos are directed at a realistic audience. (1) | |
(PCK ca1-b) The PST provides authentic stimuli for video creation. (2) | |||
(PCK ca2) The PST ensures that the students engage with the relevance of the subject content. | (PCK ca2-a) The relevance of the subject content (e.g., individual, societal, or vocational) is discussed. Either by the teacher or as part of the video creation task by the students themselves. (1) | ||
(PCK ca2-b) A (e.g., individually, societally, or vocationally) relevant question or problem constitutes the initial basis of the video creation task. (1) | |||
(PCK ca2-c) The PST provides a context (e.g., phenomenon or history) to the subject content. (1) | |||
(PCK ca3) The PST enables the students to transfer their previously acquired knowledge appropriately via the video creation task. | (PCK ca3-a) The PST activates the students’ relevant prior knowledge. (1) | ||
(PCK ca3-b) The PST provides (at least) one prototypical example for the explainer video. (1) | |||
(PCK ca3-c) The video creation task allows the students to determine the content structure of their explainer videos independently. (1) | |||
(PCK ca3-d) The PST supports the students in structuring the content according to their individual needs. (1) | |||
(PCK ca3-e) The PST guides the students in reproducing defaults. (−1) | |||
(PCK ca3-f) The task does not require the students to use their content knowledge. (−1) | |||
TPK | (TPK scl) Scaffolding cognitive load | (TPK scl1) The PST reduces the students’ cognitive load induced by the handling of digital technology. | (TPK scl1-a) The PST considers the technology-related (pre-) experiences of the students. (2) |
(TPK scl1-b) The PST selects an appropriate software for the video creation task. (1) | |||
(TPK scl1-c) The PST introduces the students to the essential functions of digital technology that are mandatory for the video creation task. (2) | |||
(TPK scl1-d) The PST supports and advises the students on questions regarding digital technology as needed. (3) | |||
(TPK scl1-e) (Planning and Reflection) The selected digital technology is reflected in instructional and/or cognitive psychological aspects. (1) | |||
(TPK scl2) The PST reduces the students’ cognitive load induced by the planning and design of the explainer video. | (TPK scl2-a) The PST points out that the explainer videos’ design quality is not the lesson sequence’s focus. (2) | ||
(TPK scl2-b) The PST provides the students with exemplary production materials for content presentation. (2) | |||
(TPK scl2-c) The PST introduces the students to the selected production method. (2) | |||
(TPK scl2-d) The PST supports and advises the students with planning or design problems and/or questions as needed. (1) | |||
(TPK scl2-e) The PST provides the students with a structural basis for planning their video. (2) | |||
(TPK scl2-f) The PST formulates a variety (>4) of design criteria and/or established design criteria are irrelevant to understand the subject content. (−2) | |||
(TPKscl3) The PST reduces the students’ cognitive load induced by the self-organized group work. | (TPK scl3-a) The PST structures the video creation task into subtasks and provides them to the students. (1) | ||
(TPK scl3-b) The PST regulates the group size to small groups (max. 3–4 students per group). (1) | |||
(TPK scl3-c) The PST supports the groups in case of questions and/or problems concerning the group organization. (2) | |||
(TPK scl3-d) (Planning and Reflection) The PST justifies the constellation of the group formation. (1) | |||
(TPK il) Interactive learning The PST promotes an active, constructive and interactive use of digital technology by the students. | (TPK il-a) The PST encourages students to engage in content discussions on and beyond the subject content. (3) | ||
(TPK il-b) The PST integrates phases of co-construction and intra-group discussion on content firmly into the lesson. (3) | |||
(TPK il-c) The PST regulates the use of digital technology in order to achieve a constructive and productive handling of the students. (1) | |||
(TPK il-d) The PST identifies the activation and collaboration of the students as a key potential of the use of digital technology. (2) | |||
(TPK il-e) The PST asks the students to argue for their statements. (2) | |||
(TPK tm) Time management The PST ensures that the lesson is appropriately timed. | (TPK tm-a) Time allocation is appropriate to the learning objective(s). (2) | ||
(TPK tm-b) The students are given enough time to plan and create the video (at least 40 min). (3) | |||
(TPK tm-c) The PST considers alternative approaches in the absence of time. (1) |
Appendix B. Heatmap of the Rubric Values for the Total Sample on a Likert Scale from 0 to 3
Cases | Student Activation | Lesson Structuring | PCK | TPK | TPACK | |||||
LP | LI | LP | LI | LP | LI | LP | LI | LP | LI | |
SA27LK | 1.50 | 0.83 | 1.69 | 1.86 | 0.88 | 0.96 | 2.11 | 1.78 | 0.50 | 1.00 |
BL05PW | 2.00 | 1.17 | 1.83 | 1.94 | 1.25 | 0.92 | 2.33 | 2.11 | 1.00 | 1.00 |
RA25NR | 0.83 | 1.00 | 2.31 | 2.53 | 1.46 | 1.63 | 1.89 | 2.11 | 3.00 | 2.50 |
FR07SS | 1.33 | 1.17 | 2.53 | 2.56 | 1.96 | 2.17 | 2.11 | 1.89 | 1.00 | 2.50 |
KA04GT | 0.67 | 1.50 | 1.25 | 2.28 | 1.04 | 1.25 | 1.00 | 2.44 | 0.00 | 2.00 |
EH15SE | 1.67 | 1.00 | 2.28 | 1.72 | 1.42 | 1.25 | 2.44 | 1.56 | 0.50 | 0.50 |
LI13VB | 1.00 | 0.83 | 1.67 | 1.75 | 1.00 | 0.46 | 1.67 | 2.00 | 1.00 | 0.50 |
SA03TD | 0.83 | 1.33 | 2.11 | 2.25 | 1.83 | 1.71 | 1.44 | 2.00 | 2.00 | 2.00 |
TE09SM | 1.83 | 1.50 | 2.06 | 2.03 | 1.58 | 1.38 | 2.22 | 2.11 | 1.50 | 1.50 |
ÜB02SB | 1.50 | 1.00 | 2.61 | 2.61 | 1.75 | 1.75 | 2.44 | 2.11 | 1.00 | 1.50 |
SA08AP | 1.50 | 0.83 | 2.47 | 2.61 | 1.88 | 1.58 | 2.22 | 2.11 | 0.50 | 1.50 |
RI06SB | 1.83 | 1.50 | 1.56 | 1.86 | 1.83 | 1.63 | 1.56 | 1.78 | 1.50 | 1.50 |
RE04SP | 1.17 | 0.33 | 1.08 | 0.86 | 0.29 | 0.46 | 1.67 | 0.78 | 0.50 | 1.50 |
KE04JG | 0.83 | 0.17 | 1.42 | 2.17 | 0.96 | 0.92 | 1.33 | 1.67 | 1.00 | 1.50 |
FR07AH | 1.33 | 1.00 | 2.19 | 1.67 | 1.46 | 1.00 | 2.11 | 1.67 | 1.00 | 2.00 |
SI10MG | 1.83 | 0.83 | 2.25 | 2.19 | 1.71 | 0.96 | 2.33 | 2.11 | 2.00 | 2.50 |
SI27AA | 1.17 | 1.50 | 0.86 | 1.17 | 0.79 | 0.75 | 1.11 | 1.67 | 2.00 | 2.00 |
TU23KP | 1.00 | 1.00 | 2.28 | 2.31 | 1.75 | 1.63 | 1.78 | 1.89 | 0.50 | 1.00 |
WA16AA | 0.50 | 1.33 | 1.81 | 2.08 | 0.88 | 0.96 | 1.56 | 2.33 | 1.50 | 2.50 |
WE02NA | 1.67 | 1.00 | 0.53 | 1.53 | 0.79 | 1.13 | 1.11 | 1.44 | 2.00 | 1.00 |
WE06CM | 1.00 | 1.33 | 2.11 | 1.75 | 1.50 | 0.96 | 1.78 | 2.00 | 1.50 | 2.50 |
WE30VJ | 1.67 | 0.33 | 2.06 | 2.28 | 1.42 | 1.08 | 2.22 | 1.78 | 1.50 | 1.00 |
FR05MH | 0.33 | 0.83 | 1.89 | 1.39 | 0.83 | 0.58 | 1.56 | 1.56 | 2.50 | 2.50 |
LE03SE | 1.17 | 0.50 | 0.50 | 0.53 | 0.92 | 0.63 | 0.67 | 0.44 | 2.00 | 2.00 |
WE08EB | 0.67 | 1.17 | 2.06 | 2.31 | 1.42 | 1.29 | 1.56 | 2.22 | 0.50 | 2.00 |
BA16PM | 1.67 | 1.67 | 2.50 | 2.69 | 1.92 | 2.04 | 2.33 | 2.44 | 1.50 | 2.50 |
BL13MR | 1.00 | 1.83 | 2.14 | 2.44 | 1.38 | 1.83 | 1.89 | 2.44 | 1.00 | 2.00 |
HO03AH | 1.00 | 0.83 | 2.22 | 2.17 | 1.50 | 1.08 | 1.89 | 2.00 | 1.50 | 2.00 |
IL03LG | 0.50 | 1.50 | 2.50 | 2.61 | 1.75 | 1.75 | 1.67 | 2.44 | 1.00 | 2.50 |
MA07CG | 0.33 | 1.33 | 1.36 | 1.67 | 0.71 | 0.83 | 1.11 | 2.00 | 1.00 | 2.50 |
OF25SS | 1.00 | 0.83 | 1.97 | 1.67 | 1.13 | 0.83 | 1.89 | 1.67 | 2.50 | 1.50 |
RA11SC | 0.83 | 0.83 | 2.17 | 2.53 | 1.08 | 1.46 | 2.00 | 2.11 | 1.50 | 2.00 |
RA22XG | 1.00 | 0.67 | 1.86 | 2.17 | 1.13 | 1.42 | 1.78 | 1.67 | 1.00 | 2.00 |
RA27JR | 0.83 | 1.50 | 1.69 | 1.86 | 0.71 | 1.13 | 1.78 | 2.11 | 2.50 | 2.50 |
SI15CH | 0.17 | 0.33 | 1.97 | 2.17 | 0.79 | 1.08 | 1.56 | 1.67 | 1.50 | 2.50 |
WE05PG | 0.33 | 0.83 | 1.78 | 1.69 | 1.33 | 1.21 | 1.11 | 1.44 | 1.50 | 3.00 |
BA15MW | 1.67 | 0.33 | 2.39 | 1.83 | 1.92 | 0.58 | 2.22 | 1.67 | 2.00 | 1.50 |
EB09GG | 1.00 | 1.33 | 2.17 | 1.83 | 1.25 | 1.08 | 2.00 | 2.00 | 2.00 | 1.50 |
FI13CS | 0.00 | 0.00 | 1.58 | 1.67 | 0.38 | 0.50 | 1.33 | 1.33 | 2.00 | 2.50 |
KO20ST | 0.83 | 0.83 | 2.53 | 2.00 | 1.46 | 1.33 | 2.11 | 1.67 | 2.00 | 2.50 |
OC15AF | 1.50 | 1.50 | 2.25 | 1.94 | 1.38 | 1.25 | 2.33 | 2.11 | 1.50 | 1.50 |
WE13IR | 1.00 | 1.00 | 0.92 | 1.56 | 0.88 | 1.00 | 1.00 | 1.56 | 1.50 | 2.50 |
= low performer (0–0.99) | = middle performer (1.00–1.99) | = high performer (2.00–3.00) |
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Reference | Sample | Data Sets | |||||
---|---|---|---|---|---|---|---|
Size | S/U | PST | IST | LP | LI | LR | |
Aktaş and Özmen (2020) [50] | 6 | S | X | X | X | X | |
Akyuz (2023) [43] | 4 | S | X | X | X | X | |
Aumann and Weitzel (2023) [51] | 3 | S | X | X | X | X | |
DeCoito and Richardson (2018) [7] | 17 | U | X | X | |||
Janssen et al. (2019) [52] | 73 | U | X | X | |||
Kapici and Akcay (2023) [53] | 38 | S | X | X | |||
Nielsen et al. (2015) [54] | 2 | S | X | X | X | X | |
Ocak and Baran (2019) [55] | 4 | S | X | X | X | X | |
Pringle et al. (2015) [8] | 525 | S | X | X | |||
Stinken-Rösner et al. (2023) [48] | 31 | S | X | X | |||
Szeto and Cheng (2017) [9] | 23 | U | X | X | X | ||
Valtonen et al. (2020) [56] | 86 | U | X | X | |||
Walan (2020) [45] | 2 | S | X | X | X | ||
von Kotzebue (2022) [23] | 82 | S | X | X | |||
Yeh et al. (2015) [57] | 7 | S | X | X | X |
“The identification of all organs involved as well as the two hormones adrenaline and noradrenaline, which trigger biological stress reactions, is elementary for the application of special strategies of stress management. […] The HPA axis and glucocorticoid functions are not part of the required expertise for this topic” (Lesson Plan RA25NR). | |
Indicator | (PCK cs2-a) The pre-service teacher (PST) emphasizes key aspects of content (e.g., emphasizes their importance). (PCK cs2-c) The PST distinguishes the key aspects from non-essential aspects. |
Criterion | (PCK cs2) The PST focuses specifically on central key aspects of the subject content. |
Subcategory | (PCK cs) Content structuring |
Category | PCK |
TPACK (LP) | TPACK (LI) | PCK (LP) | PCK (LI) | TPK (LP) | TPK (LI) | |
---|---|---|---|---|---|---|
Mean | 1.42 | 1.88 | 1.27 | 1.18 | 1.77 | 1.85 |
Standard Deviation | 0.66 | 0.62 | 0.43 | 0.43 | 0.46 | 0.41 |
PCK (LP) and TPACK (LP) | PCK (LP) and TPK (LP) | TPK (LP) and TPACK (LP) | PCK (LI) and TPACK (LI) | PCK (LI) and TPK (LI) | TPK (LI) and TPACK (LI) | |
---|---|---|---|---|---|---|
Z | −9.70 | −5.07 | −2.50 | −4.72 | −5.55 | −0.11 |
Asymptotic Significance (Two-Sided) | 0.33 | <0.001 | 0.012 | <0.001 | <0.001 | 0.91 |
TPACK | Student Activation | Lesson Structuring | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TPACK alo (LP) | TPACK alo (LI) | TPACK asc (LP) | TPACK asc (LI) | TPK il (LP) | TPK il (LI) | PCK ca (LP) | PCK ca (LI) | PCK cs (LP) | PCK cs (LI) | TPK tm (LP) | TPK tm (LI) | TPK scl (LP) | TPK scl (LI) | |
Mean | 2.00 | 1.69 | 0.83 | 2.07 | 1.10 | 1.12 | 1.07 | 0.89 | 1.46 | 1.46 | 2.62 | 2.40 | 1.59 | 2.04 |
Standard Deviation | 0.80 | 0.72 | 0.88 | 0.89 | 0.76 | 0.71 | 0.42 | 0.33 | 0.72 | 0.70 | 0.73 | 0.89 | 0.53 | 0.38 |
Student Activation (LP) and Lesson Structuring (LP) | Student Activation (LI) and Lesson Structuring (LI) | |
---|---|---|
Z | −4.91 | −5.62 |
Asymptotic Significance (Two-Sided) | <0.001 | <0.001 |
TPACK asc-a | TPACK asc-b | TPACK asc-c | TPACK asc-d | ||||||
---|---|---|---|---|---|---|---|---|---|
LP | 1 | 13 | 12 | 3 | |||||
LI | 33 | 39 | 24 | 27 | |||||
LR | 3 | 7 | 6 | 12 | |||||
= 0–5 | = 6–10 | = 11–15 | = 16–20 | = 21–25 | |||||
= 26–30 | = 31–35 | = 36–40 | = 41–45 |
PCK ca2-a | PCK ca2-b | PCK ca2-c | |||||||
---|---|---|---|---|---|---|---|---|---|
LP | 23 | 5 | 10 | ||||||
LI | 5 | 5 | 9 | ||||||
LR | 5 | 2 | 5 | ||||||
= 0–5 | = 6–10 | = 11–15 | = 16–20 | = 21–25 | |||||
= 26–30 | = 31–35 | = 36–40 | = 41–45 |
TPK scl1-d | TPK scl2-d | TPK scl3-c | |||||||
---|---|---|---|---|---|---|---|---|---|
LP | 22 | 14 | 6 | ||||||
LI | 32 | 41 | 33 | ||||||
LR | 9 | 10 | 1 | ||||||
= 0–5 | = 6–10 | = 11–15 | = 16–20 | = 21–25 | |||||
= 26–30 | = 31–35 | = 36–40 | = 41–45 |
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Aumann, A.; Schnebel, S.; Weitzel, H. Teaching Biology Lessons Using Digital Technology: A Contextualized Mixed-Methods Study on Pre-Service Biology Teachers’ Enacted TPACK. Educ. Sci. 2024, 14, 538. https://doi.org/10.3390/educsci14050538
Aumann A, Schnebel S, Weitzel H. Teaching Biology Lessons Using Digital Technology: A Contextualized Mixed-Methods Study on Pre-Service Biology Teachers’ Enacted TPACK. Education Sciences. 2024; 14(5):538. https://doi.org/10.3390/educsci14050538
Chicago/Turabian StyleAumann, Alexander, Stefanie Schnebel, and Holger Weitzel. 2024. "Teaching Biology Lessons Using Digital Technology: A Contextualized Mixed-Methods Study on Pre-Service Biology Teachers’ Enacted TPACK" Education Sciences 14, no. 5: 538. https://doi.org/10.3390/educsci14050538
APA StyleAumann, A., Schnebel, S., & Weitzel, H. (2024). Teaching Biology Lessons Using Digital Technology: A Contextualized Mixed-Methods Study on Pre-Service Biology Teachers’ Enacted TPACK. Education Sciences, 14(5), 538. https://doi.org/10.3390/educsci14050538