How e-Worksheet Based Blended Problem Based Model Improve
Problem Solving Skills?
Yanti Sofi Makiyah
a
and Sandi Septiana
b
Physics Education, Siliwangi University, Siliwangi Street No. 24, Tasikmalaya 46115, Indonesia
Keywords: e-Worksheet, Blended Problem-Based Learning, Problem-Solving Skills.
Abstract: Problem-solving skills are one of the skills that pre-service physics teachers must possess in this century as
prospective professional physics teachers. Therefore, one way that can be done to practice problem-solving
skills is by providing e-Worksheets based on Blended Problem-Based Learning (e-WB-PBL) model. This
study aimed to determine the effectiveness of using e-WB-PBL in improving problem-solving skills. This
study was carried out as part of Siliwangi University's physics education study program for pre-service
physics teachers taking mechanics courses for the 2022/2023 academic year. This study uses mixed methods
with a sequential explanatory design (two groups pretest-posttest). The sample was determined by purposive
sampling with a full selection of 85 pre-service physics teachers. The control class consisted of 43 pre-service
physics teachers, and the experimental class consisted of 42 pre-service physics teachers. The control class
applies Discovery Learning (DL) learning, while the practical course applies Blended Problem-Based
Learning (B-PBL). Statistical tests were used to analyze the data that were acquired, including N-Gain, to
determine the improvement in problem-solving skills after using e-WB-PBL; the effectiveness of e-WB-PBL
was determined by calculating the effect size, and the effect of e-WB-PBL was determined based on the
results of the Mann Whitney test. The results of the N-Gain analysis show that the improvement in the problem
skills of the experimental class is more significant than that of the control class, which is 0.9 in the "high"
category. The results of the effect size calculation stated that e-WB-PBL was "very effective" in improving
problem-solving skills, with a value of 1 in the "huge" category. The results of the Mann-Whitney test stated
significant differences in the problem-solving abilities of the control class and the experimental style, with
the improvement in the practical class's problem-solving skills being better than the control class. Based on
the three results of the analysis, using e-WB-PBL is very influential and effective in improving problem-
solving skills.
1 INTRODUCTION
Problem-solving skills are one of the 21st-century
skills that need to be trained in physics education so
pre-service physics teachers to become professional
physics teachers. Problem-solving skills are
fundamental in learning physics (Rizqa et al., 2020).
Amin et al (2021) state that problem-solving skills
must be taught and developed in the 21st century to
meet graduate competency standards to deal with
societal problems and environmental issues. It is also
essential to train problem-solving skills to develop
pre-service physics teacher's potential, which is
directed through scientific investigation and helps
a
https://orcid.org/0000-0003-0957-9365
b
https://orcid.org/0009-0000-3813-4280
solve a problem, find facts, building theories and
concepts so that they are used to dealing with
problems they encounter in their daily activities,
especially physics learning activities at school.
One physics learning model that can be used to
practice problem-solving skills is problem-based
learning (PBL). The PBL model incorporates real-
world challenges they must resolve to develop pre-
service physics teachers' problem-solving abilities
(Diana & Makiyah, 2021). One way that can be done
to solve this problem is by carrying out investigations
in the form of practical activities in the laboratory so
that pre-service physics teachers will also be
competent in problem-solving skills (Darmaji et al.,
90
Makiyah, Y. and Septiana, S.
How e-Worksheet Based Blended Problem Based Model Improve Problem Solving Skills?.
DOI: 10.5220/0012196900003738
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 4th International Conference on Innovation in Education (ICoIE 4 2022) - Digital Era Education After the Pandemic, pages 90-95
ISBN: 978-989-758-669-9; ISSN: 2975-9676
Proceedings Copyright © 2024 by SCITEPRESS Science and Technology Publications, Lda.
2019). The PBL model is also proven to be an
alternative to improving problem-solving skills,
especially in Physics (Diana et al., 2022).
Observations in the mechanics class revealed that
one barrier to using the PBL model to practice
problem-solving abilities was that the time needed
was still insufficient, depending on offline or online
learning. Therefore, one solution that can be done to
overcome these obstacles is to combine face-to-face
learning with online education combined with
independent laboratory practicum activities so that
the teaching is called Blended Problem-Based
Learning (B-PBL).
PBL is the foundation of the B-PBL model, which
combines offline and online syntax learning.
Applying the PBL model can further support pre-
service physics teachers in mastering problem-
solving skills. The PBL model engages physics
teacher candidates in an interactive, cooperative,
learner-centered learning process that fosters
problem-solving skills (Aripin et al., 2021). This is by
Tong, Kinshuk, & Wei (2020), which state that B-
PBL effectively improves problem-solving skills.The
B-PBL model is divided into five stages, namely first,
orienting pre-service physics teacher's problems that
are carried out offline, secondly organizing pre-
service physics teachers to study offline and online,
thirdly guiding group investigations (practice
activities independently in the laboratory), fourthly
developing and presenting the results of discussions
online, and fifth, the problem-solving process is
examined and evaluated offline (Ibrahim et al., 2022;
Qalbi & Saparahayuningsih, 2021; Tong et al., 2020).
This B-PBL uses an e-worksheet to make it easier to
direct pre-service physics teachers in carrying out
each stage in B-PBL. It also provides guidance
questions in solving problems for learning activities
outside the classroom independently or online. The e-
worksheet was created based on the five steps in B-
PBL and trained four indications of problem-solving
abilities, such as comprehending the problem,
developing a strategy, putting the plan into action,
and reflecting on the final answer (Polya, 1978). B-
PBL also leverages the use of technology that is
accessible to digital resources, simulations, software,
or online learning platforms (Lalima & Lata, 2017).
Based on the preceding context, the researchers are
interested in knowing how the B-PBL-based e-
worksheet enhances problem-solving abilities and
how pre-service physics teachers view B-PBL
learning.
2 METHOD
This study employs a sequential explanatory design
and a mixed method. Analysis in the early stages was
carried out by collecting data and analysing it using
quantitative methods and then deepening it with
qualitative methods (Sugiyono, 2014). They combine
data from the two ways connecting with data
collection and analysis of the two methods carried out
separately but made continuous. In Figure 1, the
research design is displayed.
Figure 1: Sequential explanatory research design.
The pre-service physics teachers who took the
two-class mechanics course during the 2022/2023
academic year served as the research sample. There
were 42 pre-service physics teachers in the
experimental class and 43 pre-service physics
teachers in the control class.
The research instrument consists of an essay-
based three-question test of problem-solving skills,
each measuring four indicators of problem-solving
skills regarding kinematics, dynamics, and harmonic
motion. Other instruments, namely a list of semi-
structured interviews and a student perception
questionnaire, consist of statements with a Guttman
scale on B-PBL consisting of 6 comments.
As for how to calculate the score of problem-
solving skills according to Hudha et al (2017) as
follows:
P = (x/xi) X 100% (1
)
Pretest: Problem
solving skills
Implementation of
B-PBL using
e-worksheets for the
experimental class
and implementation
of the Discovery
Learning (DL) model
for the control class
Posttest: Problem
solving skills
Semi-structured
interviews and filling
out pre-service
physics teachers
perception
questionnaires
Quantitative and
qualitative data
analysis: Pretest and
posttest; interviews
and questionnaires
Conclusion
How e-Worksheet Based Blended Problem Based Model Improve Problem Solving Skills?
91
Where P is the percentage of the final score, x is the
score obtained by the pre-service physics teachers on
one indicator, and xi is the maximum overall score on
the one indicator. The values obtained are then
categorized according to each indicator according to
Diana & Makiyah (2021) in Table 1.
Table 1: Problem-solving skills category.
Presents
(
%
)
Cate
g
or
y
0-39,9 Ver
y
less
40-54,99 Less
55,00-69,99 Enough
70,00-84,99 Goo
d
85,00-100,00 Ver
y
g
oo
d
Questionnaire scores use the Guttman scale with
the options "Yes" or "No". The following equation
then calculates the scores obtained from all pre-
service physics teachers:
P = (f/
N
) X 100% (2)
Where P is the percentage of the perceived value
of the respondent, f is the total score obtained from
the respondent, and N is the maximum overall score
(Arikunto, 2012; Subana et al., 2015). The calculation
results are then analyzed with the following criteria.
Table 2: Questionnaire percentage criteria.
Presents
(
%
)
Cate
g
or
y
0
There aren't an
0
25
Fraction
26
49
Almost half
50
Half
51
75
Most of the
76
99
Almost entirel
y
100
Entirely
Calculation of the score (N-Gain) can be
expressed in the following equation:
N Gain =



 

(3)
The N-Gain value obtained is interpreted using
Hake's criteria (1999) as follows:
Table 3: N-Gain criteria.
N-Gain Criteria
N-Gain < 0.3 Low
0.7 (N-gain) 0.3 Mediu
m
(N-Gain) > 0.7 High
The equation used to determine the effect size is as
follows:
effect size =
X

X

S

+S

2
(4)
Where 𝑋
The average of the pretest and posttest
scores, and S is the standard deviation. The effect size
value obtained is interpreted using the criteria of
Diana & Makiyah (2021) as follows:
Table 4: Effect size criteria.
Effect Size Criteria
ES<0,2 Ver
y
small
0,2ES<0,5 Small
0,5ES<0,8 Moderate
0,8ES<1,0 Large
ES1,0 Hu
g
e
The statistical analysis included normality and
hypothesis tests using the SPSS software. If the
significance value (Sig.) obtained from the normality
test is more significant than 0.05, it indicates that the
data is typically distributed. In these circumstances, a
t-test is performed. However, the Mann-Whitney U
test in SPSS is utilized if the data is not normally
distributed. The alternative hypothesis (Ha) is
accepted when the significance value or asymptotic
significance (Asymp. Sig.) (2-tailed) is less than or
equal to 0.05. Conversely, Ha is rejected when the
significance value or asymptotic importance (Asymp.
Sig.) (2-tailed) is more significant than 0.05.
The problem-solving skills instrument that has
been made has been validated by three experts and
then tested on 35 pre-service physics teachers to
determine the value of validity and reliability. Based
on the results of the validity test with SPSS, it can be
seen that the problem-solving skills essay questions
are all valid and the reliability test results for
problem-solving skills questions are 0.710 in the high
category.
3 RESULT AND DISCUSSION
Based on data analysis in Figure 2, it was found that
the posttest average in the experimental class was
more significant than the control class, with the "very
good" category for the experimental class and the
"good" category for the control class. The practical
course and the control class improve problem-solving
abilities, although to a different extent. Discovery
Learning and B-PBL treatments can improve
problem-solving skills but have different
improvement categories. In the experimental class,
ICoIE 4 2022 - The Fourth International Conference on Innovation in Education
92
problem-solving skills have improved by 0.9 in the
"high category," compared to 0.6 in the "medium
category" for the control class. Discovery Learning
(DL) and B-PBL are effective for improving
problem-solving skills but have different
effectiveness criteria. B-PBL using e-worksheet has a
"huge" sort while DL has a "moderate" criteria. The
hypothesis test results show that B-PBL has a more
significant effect on improving skills than DL with
Asymp. Sig. (2-tailed) 0.000 less than 0.05 then Ha is
accepted. When it comes to improving problem-
solving skills, B-PBL outperforms DL because the
model syntax in B-PBL trains problem-solving skills
very well by training understanding the problem,
devising a plan, carrying out a plan, and looking back
at the completed solution. The best way to teach
problem-solving is still to confirm the syntax model
of the DL with stimulation, problem statements, data
collecting, data processing, verification, and
generalization. E-worksheets, according to other
studies, considerably enhance problem-solving
abilities (Hasna et al, 2021; Islam et al., 2021).
According to other investigations, e-worksheets
enhance problem-solving abilities through B-PBL
applicable to everyday phenomena (Destianingsih,
Pasaribu, & Ismet, 2016; Sari & Sinurya, 2019).
Figure 2: Results of pretest and posttest data analysis.
Based on the data in Figure 3, it was found that B-
PBL is very effective and very significant in
improving each indicator of aptitude for solving
issues. The experimental class's posttest average for
problem-solving abilities fell into the "very good"
category. The e-worksheet utilized in B-PBL gives
"guidance questions and instructions" in addressing
problems, enabling pre-service physics teachers to be
independent and active in solving problems. B-PBL
is very effective and significant for enhancing each
indicator of problem-solving skills. Pre-service
physics teachers get experiences that are challenging,
interesting, and fun so that they are prepared to have
problem-solving skills.
Figure 3: The result PSS indicator score.
Physics pre-service education According to the
findings of a Google Form survey, physics instructors
provided thoughtful comments. Almost all pre-
service physics teachers stated that through B-PBL,
using e-worksheets on kinematics, dynamics, and
harmonic motion could improve problem-solving
skills. Researchers also observed that pre-service
physics teachers were more independent and active in
finding solutions to problems during the learning
process. Almost all pre-service physics teachers
stated that Blended-Problem Based Learning (B-
PBL) made it easier for them to understand
kinematics, dynamics, and harmonic motion
materials. Nearly all physics teachers in training
claimed that Blended, Problem-Based Learning (B-
PBL) improves their problem-solving abilities.
Almost all physics teachers in training said they like
and appreciate Blended-Problem Based Learning (B-
PBL) on kinematics, dynamics, and harmonic
motion. Almost all pre-service physics teachers noted
that the problems given in Blended-Problem Based
Learning (B-PBL) on kinematics, dynamics, and
harmonic motion are interesting, so they are
motivated to solve these problems independently.
26
74
0,6
0,7
24
90
0,9
1
0 20406080100
Pretest Average
Posttest Average
N-Gain
Effect Size
Experimental Class Control Class
23
65
24
67
24
68
24
68
35
95
35
95
35
95
35
95
0
10
20
30
40
50
60
70
80
90
100
Pretest
Posttest
Pretest
Posttest
Pretest
Posttest
Pretest
Posttest
Understand
the
problem
Devising a
plan
Carry out a
plan
Looking
back at the
completed
solution
Average Problem Solving Skills Indicator
Score
Control Class Experimental Class
How e-Worksheet Based Blended Problem Based Model Improve Problem Solving Skills?
93
This learning provides a meaningful and
memorable experience. Almost all pre-service
physics teachers wanted Blended-Problem Based
Learning (B-PBL) replicated to other mechanics
concepts. The findings of this investigation are
investigated by Ukhtikhumayroh & Rahmatsyah
(2021), stating that respondents responded positively
to the application of B-PBL. Learning that is student-
centered and involves active interaction in solving
practical problems contributes to an increased
understanding of more significant problems
(Lukitasari et al., 2019). The characteristics of B-PBL
learning encourage pre-service physics teachers to
actively plan strategies for solving physics problems
and involve intense interactions in the learning
process (Triyanto & Prabowo, 2020). The B-PBL
model also provides opportunities for pre-service
physics teachers to get feedback and reflection on
solutions to solve problems to encourage the
development of better evaluation abilities (Suwono &
Dewi, 2019).
Indicators of problem-solving abilities in the
experimental class employing B-PBL are more
significant in enhancing student problem-solving
abilities, according to the results of the pretest-
posttest indicators of problem-solving abilities in the
experimental and control classes because learning is
carried out much more effectively, namely face-to-
face and online, so that time student learning can be
more to strengthen the concept of each material
studied. In addition, in B-PBL, students go through a
process of investigation and laboratory work that is
not verification in nature because, in B-PBL, students
are asked to learn to make various assumptions and
actively think about finding solutions to solving
problems (Dewi, 2013).
4 CONCLUSIONS
In this study, the e-worksheets-based blended
problem-based model is very effective with a vast
category in improving problem-solving skills.
Furthermore, the worksheet instructions are designed
to be easily understandable, and an element of humor
is incorporated to add enjoyment to the experience of
pre-service physics teachers as they independently
and actively answer questions and find solutions to
problems. Based on the data analysis findings, e-
worksheets-based blended problem-based models are
essential for significantly improving the problem-
solving skills of pre-service physics teachers,
particularly in the high category. These models
provide the necessary training for enhancing
problem-solving skills by answering questions in the
worksheet and actively seeking solutions to
problems. As a result, pre-service physics teachers
gain valuable and meaningful experiences that are
both exciting and engaging. E-worksheets-based
blended problem-based models are highly
recommended for learning to improve problem-
solving skills.
ACKNOWLEDGEMENTS
Researchers would like to thank Lembaga Penelitian,
Pengabdian Kepada Masyarakat, and Penjaminan
Mutu Pendidikan (LP2M-PMP) for financing this
research. This activity can be carried out correctly and
smoothly with the support and assistance of various
related parties. Therefore, the research team would
like to thank the chair of the Siliwangi University
LP2M-PMP, the dean of the Siliwangi University
FKIP, and the lecturers in the Department of physics
Education and pre-service physics teachers class of
2021 in Siliwangi University.
REFERENCES
Amin, A. K., Degeng, N. S., Setyosari, P., & Djatmika, E.
T. (2021). The Effectiveness of Mobile Blended
Problem Based Learning on Mathematical Problem
Solving. International Journal of Interactive Mobile
Technologies, 15(1), 119–141. https://doi.org/10.39
91/IJIM.V15I01.17437
Arikunto. (2012). Prosedur Penelitian suatu Pendekatan
Praktik. Jakarta: Rineka Cipta.
Aripin, W. A., Sahidu, H., & Makhrus, M. (2021).
Efektivitas Perangkat Pembelajaran Fisika Berbasis
Model Problem Based Learning untuk Meningkatkan
Kemampuan Pemecahan Masalah dan Kemampuan
Berpikir Kritis Peserta Didik. Jurnal Penelitian Dan
Pembelajaran Fisika Indonesia, 3(1). https://doi.org/
10.29303/jppfi.v3i1.120
Darmaji, Astalini, Kurniawan, D. A., Parasdila, H., &
Iridianti. (2019). E-Module based problem solving in
basic physics practicum for science process skills.
International Journal of Online and Biomedical
Engineering, 15(15), 4–17. https://doi.org/10.3991/
ijoe.v15i15.10942
Destianingsih, E., Pasaribu, A., & Ismet. (2016). Pengaruh
Model Problem Based Learning terhadap Kemampuan
Pemecahan Masalah Siswa pada Pembelajaran Fisika
Kelas XI di SMA Negeri 1 Tanjung Lubuk. Jurnal
Inovasi Dan Pembelajaran Fisika, 1–6. https://doi.org/
10.36706/jipf.v3i1.3423
Dewi, C. A. (2013). Pengaruh Blended Learning dalam
Pembelajaran Berbasis Masalah (PBL) terhadap Hasil
ICoIE 4 2022 - The Fourth International Conference on Innovation in Education
94
Belajar Mahasiswa IKIP Mataram pada Materi
Pencemaran Lingkungan. Jurnal Prisma Sains, 1(1), 1–
11.
Diana, R., & Makiyah, Y. S. (2021). The Effectiveness of
Student Worksheets (LKPD) Based on The Problem
Based Learning (PBL) Model to Improve Problem-
Solving Skills in Multiple Gap Interference Material.
Jurnal Pendidikan Fisika, 10(1), 48–54. https://doi.
org/10.22611/jpf.v10i1.24763
Diana, R., Surahman, E., & Makiyah, Y. S. (2022). The
Effect of Problem Based Learning with Laboratory
Activities on Students’ Problem-Solving. Jurnal
Pendidikan MIPA, 23(3), 1017–1028.
Hasna, H. R., Fajriyah, K., & Saputra, H. J. (2021). The
Effect of Blended Learning Based on The Problem-
Based Learning Model Assisted by Puzzle Media on
The Critical Thinking Skills of Fifth Grade Students on
Ecosystem Themes. Journal of Education Technology,
5(1), 14. https://doi.org/10.23887/jet.v5i1.29770
Hudha, M. N., Aji, S., & Rismawati, A. (2017).
Pengembangan Modul Pembelajaran Fisika Berbasis
Problem Based Learning untuk Meningkatkan
Kemampuan Pemecahan Masalah Fisika. SEJ (Science
Education Journal), 1(1), 36–51. https://doi.org/10
.21070/sej.v1i1.830
Ibrahim, M. M., Jamaludin, K. A., Rosli, M. S., Muhamad,
M. I. D., Taha, H., & Borhan, M. T. (2022). Enhancing
Self-Directed Learning Skills via Blended Problem-
based Learning in Chemistry Learning. Central Asia
and The Caucasus, 22(1), 1818–1835. Retrieved from
https://doi.org/10.37178/ca-c.22.1.182
Islam, M. N., Sumarmi, S., Putra, A. K., Sugiyati, P., &
Salsabilah, S. (2021). The Effect of Interactive
Blended-Problem Based Learning Assisted Virtual
Classroom on Critical Thinking Skills of Students of
The Society Era 5.0. Jurnal Geografi Gea, 21(2), 135–
146. https://doi.org/10.17509/gea.v21i2.38862
Lalima, D., & Lata Dangwal, K. (2017). Blended Learning:
An Innovative Approach. Universal Journal of
Educational Research, 5(1), 129–136. https://doi.org/
10.13189/ujer.2017.050116
Lukitasari, M., Purnamasari, I., Utami, S., & Sukri, A.
(2019). Blended-Problem-Based Learning: How its
impact on students’ critical thinking skills? JPBI
(Jurnal Pendidikan Biologi Indonesia), 5(3), 425–434.
https://doi.org/10.22219/jpbi.v5i3.10048
Polya, G. (1978). How to solve it: a new aspect of
mathematical method second edition. The
Mathematical Gazette. Retrieved from http://www.js
tor.org/stable/3609122?origin=crossref
Qalbi, Z., & Saparahayuningsih, S. (2021). Penggunaan
Blended-Problem Based Learning di Masa Covid-19
untuk Meningkatkan Kemampuan Berpikir Kritis pada
Mata Kuliah Kreativitas dan Keberbakatan. Jurnal
Ilmiah Kependidikan
, 8(1), 1–11. http://dx.doi.org/
10.30998/fjik.v8i1.8600
R.R, H. (1999). Analyzing change/gain scores. Retrieved
from http://physics.indiana.edu
Rizqa, A., Harjono, A., & Wahyudi. (2020). Model
Pembelajaran Inkuiri Terbimbing Berbantuan Post
Organizer. ORBITA. Jurnal Hasil Kajian, Inovasi, Dan
Aplikasi Pendidikan Fisika, 6(1), 243–247.
Sari, D., & Sinurya, J. B. (2019). Pengaruh Model Problem
Based Learning berbantuan Laboratorium Virtual
terhadap Peningkatan Kemampuan Pemecahan
Masalah Fisika Siswa SMAN 5 Medan. Journal of
Chemical Information and Modeling, 53(2), 35–39.
https://doi.org/https://doi.org/10.24114/jiaf.v5i2.12554
Subana, Rahadi, M., & Sudrajat. (2015). Statistik
Pendidikan. Bandung: Pustaka Setia.
Sugiyono. (2014). Metode Penelitian Kombinasi (Mix
Methods). Bandung: CV. Alfabeta.
Suwono, H., & Dewi, E. K. (2019). Problem-Based
Learning Blended with Online Interaction to. In
International Conference for Science Educator and
Teachers (ISET) (pp. 030003-1–7). https://doi.org/
10.1063/1.5094001
Tong, Ya., Kinshuk, & Wei, X. (2020). Teaching Design
and Practice of a Project-Based Blended Learning
Model. International Journal of Mobile and Blended
Learning, 12(1), 33–55. Retrieved from
http://doi.org/10.4018/IJMBL.2020010103
Triyanto, S. A., & Prabowo, C. A. (2020). Efektivitas
Blended-Problem Based Learning dengan Lesson
Study Terhadap Hasil Belajar Effectiveness of
Blended-Problem Based Learning with Lesson Study
toward Learning Outcomes. Bioedukasi: Jurnal
Pendidikan Biologi, 13(1), 42–48. https://doi.org/
10.20961/bioedukasi-uns.v13i1.37960
Ukhtikhumayroh & Rahmatsyah. (2021). Efek Model
Problem Based Learning (PBL) Berbantuan Alat
Praktikum terhadap Kemampuan Pemecahan Masalah
pada Materi Pokok Elastisitas dan Hukum Hooke.
INPAFI (Inovasi Pembelajaran Fisika), 2017–2020.
https://doi.org/10.24114/inpafi.v8i4.21144
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