Presented at the DLSU Research Congress 2015
De La Salle University, Manila, Philippines
                                                                                                            March 2-4, 2015
        Assessing the Mathematics Performance of Grade 8 Students
         as Basis for Enhancing Instruction and Aligning with K to
                              12 Curriculum
                        Romee Nicker A. Capate* and Minie Rose C. Lapinid, PhD
                                          De La Salle University, Manila
                                           * romee_capate@dlsu.edu.ph
        Abstract: This study sought to determine the performance and the difficulties of the
        Grade 8 students during the first conduct of the new K to 12 Mathematics. Results of
        this study served as basis for enhancing instruction and aligning the Grade 8
        Mathematics competencies to Instruction and Assessment. Students’ scores in the
        Formative Tests (FT) and the Mathematics Achievement Test (MAT) measured their
        mathematics performance while interpretation of their mistakes in the leastmastered
        contents of the new K to 12 Mathematics identified their difficulties. Results indicate
        that most of the Grade 8 students were in the Beginning level of achievement only.
        Moreover, half of the tested contents were least-mastered. Incorrectly applying the
        formulas, properties, theorems, and/or laws and incompletely solving the problem
        despite correctly doing the initial procedure are their common difficulties. The general
        recommendation to align the Grade 8 Mathematics Competencies to Instruction and
        Assessment was to include the missed instructional objectives during the past
        instruction in the next Curriculum Planning. The recommended strategies to improve
        instruction included needs assessment, more practice for automation, conduct review
        classes for mastery and retention, explicit instruction, and peer-assisted mathematics
        instruction.
        Key Words: mathematics performance; instructional enhancement; curriculum
        alignment; K to 12 Mathematics Curriculum
                                                             Institute for Developmental Studies, 2012). More so,
                                                             there is a need to highlight the competence of students
                                                             in subjects that prepares them for the world, including
1. INTRODUCTION                                              Mathematics.
                                                                      Mathematics is one subject that pervades life
        Education plays an important role to every           at any age and in any circumstance. Thus, its value
individual because it equips him/her with the                goes beyond the classroom and the school.
necessary knowledge and skills needed to become a            Mathematics as a school subject, therefore, must be
functional member of the society. According to the           learned comprehensively and with much depth
World Bank, education can also be one of the strongest       (Department of Education, 2013).
instruments for reducing poverty, thereupon                           The achievement scores, whether in local or
improving the well-being of the people. However, to          international examinations, are means to measure
establish and maintain a high-quality education              comprehension on different subject areas and
system, proper investments must be made (Philippine          highlight students’ over-all academic performance.
LLI-II-020                                           1
                                Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                         Presented at the DLSU Research Congress 2015
                                                                                              De La Salle University, Manila, Philippines
                                                                                                                        March 2-4, 2015
The National Achievement Test (NAT) results for
grade 6 in SY 2009-2010 showed only a 69.21% passing
rate while the NAT results for high school is at a low
46.38%. Moreover, in international test results such as
the 2003 TIMSS (Trends in International
Mathematics and Science Study), the Philippines
ranked 34th out of 38 countries in HS II Math and
ranked 43rd out of 46 countries in HS II Science; for
grade 4, the Philippines ranked 23rd out of 25
participating countries in both Math and Science. In
2008, even with only the science high schools
participating in the Advanced Mathematics category,
the Philippines ranked lowest (Department of
Education, 2010).                                             Figure 1. The principle of alignment
         As part of the efforts of the government to
respond to the perceived needs of the education sector,
the Department of Education (DepEd) had pushed for                    Thus, this research would address the need of
the change in the basic education curriculum—the              identifying of the level of success of the
implementation of the “Enhanced K to 12 Basic                 implementation of the Enhanced K to 12 Basic
Education Program”.                                           Education Program through the assessment of Grade
         Truly, in the Philippine context, education          8 students’ performance in K to 12 Mathematics.
remains a top priority. However, in implementing
academic      curricular    changes    specifically   in
Mathematics, many factors need to be considered. For
one, there is a need for carefully planned programs of        2. METHODS
exchange in the curriculum. Also, there must be an
examination of the place of formative process and                      The descriptive design was used in this study
summative evaluation of curriculum programs and of            to determine the mathematics performance of the
the practical materials for the actual process of             Grade 8 students. This design is the most appropriate
installing new curricula in schools (Andres and               since this study deals with recording and tabulating
Francisco, 2008).                                             data to come up with factual results.
         As presented by Biggs (2003), the
                                                                       A research and development study was also
implementation of the curriculum should follow the
                                                              utilized because of the recommendations that were
Principle of Alignment. It describes teaching as a
                                                              proposed and developed after finding out the
balanced system in which all components support each
                                                              leastmastered and most-mastered competencies of the
other, as they do in any ecosystem. To work properly,
                                                              Grade 8 students in MAT.
the three components, namely Objectives, Instruction,
                                                                       The respondents of the study were one of the
and Assessment, must be aligned with each other.
                                                              pioneer batches of K to 12 in the Philippines—the two
         In aligned teaching, there is maximum
                                                              hundred seventy-nine (279) Grade 8 students of Don
consistency throughout the system. The objectives
                                                              Bosco Technical Institute – Makati (DBTI). This study
must be clearly stated in a manner that the level of
                                                              used total enumeration so that below average,
understanding is properly defined and not simply a list
                                                              average, and above average students are
of topics to be covered. The instruction or the teaching
                                                              wellrepresented.
and learning tasks chosen must be those that are
                                                                       Two research instruments were used in this
likely to realize the stated objectives. Finally, the
                                                              study—the          Formative       Tests    (FT)
assessment tasks must address the objectives so that
one can identify if the students have learned what was        and       the Mathematics          Achievement
intended for them to learn.                                   Test      (MAT). Both instruments have the same
         Imbalance in the system will lead to poor            competencies being tested. However, their difference
teaching and surface learning. Non-alignment is               is only in test type.
signified by inconsistencies, unmet expectations, and                  FTs were mostly given in open-ended form—
practices that contradict what we preach.                     Problem Solving. Although there were still some type
                                                              of tests such as True or False, Multiple Choice,
LLI-II-020                                            2
                                 Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                             Presented at the DLSU Research Congress 2015
                                                                                                  De La Salle University, Manila, Philippines
                                                                                                                            March 2-4, 2015
Identification, and Fill-in the Blank. The MAT, on the        curriculum, as prescribed by DepEd Order No. 31, s.
other hand, were all given in Multiple Choice type.           2012 was adopted—Beginning level (74.99% and
         The FTs being described in this study were all       below); Developing level (75.00% - 79.99%);
designed by the two Grade 8 Mathematics teachers              Approaching Proficiency level (80.00% - 84.99%);
and validated by the Mathematics Coordinator of Don           Proficient level (85.00% - 89.99%); and Advanced level
Bosco Technical Institute– Makati. They are experts           (90.00% and above).
in the field of Mathematics Teaching and are in the                    To determine the least-mastered and
business for more than 15 years.                              mostmastered contents of the students according to
         On the other hand, the Mathematics                   MAT, this research adopted the parameters used in
Achievement Test (MAT) was designed by the Grade              determining the level of difficulty of an item as
8 Mathematics Area teachers of Salesian Philippines           recommended by Gabuyo (2012).
North Province, wherein the researcher is a member.                    The students have mastered a specific content
                                                              the least if only less than sixty percent (60%) of them
         A round-table discussion was organized to
                                                              got an item correctly. On the other hand, the students
consolidate the constructed multiple choice test items
                                                              have mastered a specific content the most if sixty
for MAT. The distractors in these questions were
                                                              percent (60%) of them or more got an item correctly.
based on the students’ common mistakes in their
                                                                       In order to determine the students’
problem solving.
                                                              misconception in a specific content in MAT, the
         The first draft of MAT was then validated by
                                                              researchers analyzed the test items’ distractors which
the other grade/year level Mathematics Area Teachers
                                                              were answered more than the correct answer. The
and the Mathematics Area Heads of Salesian
                                                              analysis of the misconception was validated by the
Philippines North Province using Face Validation and
                                                              other experts in the field of mathematics. This
Content Validation. They ensured that the items were
                                                              procedure was only done in the least-mastered
based on the competencies required by the
                                                              contents. For contents with more than one competency
Department of Education (2013) for Grade 8. From
                                                              being tested, the average percentage of correct
their evaluation, test items which were out of scope
                                                              responses was obtained.
were deleted or revised. Furthermore, some items
which were completely deleted had been replaced by
those in their Item Bank. These processes completed
the final draft of the MAT.                                   3. RESULTS AND DISCUSSIONS
         Consequently, the reliability of the final test
draft was established using Internal Consistency                      Table 1 shows the mean score, standard
Method. This was the most appropriate method to use           deviation, and level ofachievement of the Grade 8
since the test consists of dichotomously scored items—        students in the Formative Tests (FT).
the examinee either passes or fails in an item. The                   Among the three areas, Patterns and Algebra
computed reliability of the instrument was 0.84 using         turned out to be the more mastered content area
Cronbach Alpha, indicating that the instrument has a          (77.45%). Meanwhile, both Geometry and Statistics
good internal consistency (George & Mallery, 2003).           and Probability are below the passing 75% mark by
         The MAT required students to answer 70               just a significant value, which could mean that
multiple choice questions. It was limited to the              students had difficulty grasping content of these areas
competencies for Grade 8—Patterns and Algebra,                during discussions.
Geometry, and Probability and Statistics.                             Summarizing the level of achievement of the
         The students’ responses to MAT were scored           Grade 8 students in the overall FT, they are placed at
as one (1) point for correct answer and no point for          the Developing level of achievement (75.72%). It
incorrect answer. This gives seventy (70) points as the       means that in general, students have minimum
highest possible score and zero (0) as the lowest             knowledge and skills and core understandings in
possible score. After utilizing the 70-item                   during the conduct of the FTs.
Mathematics       Achievement Test        (MAT),     the
descriptive method was applied using mean, standard           Table 1. Mean score, standard deviation, and level of achievement of
deviation, frequency, percentage distribution, and            the Grade 8 students in th                         e FTs
normalized gain.                                                                            FT          FT           Level of
         To interpret qualitatively the formative test              Content Area           Mean      Standard      Achievement
                                                                                           Score     Deviation
scores and the mathematics achievement test score of
                                                                Patterns and Algebra       77.45%      8.30         Developing
the students, the grading system in the K to 12
LLI-II-020                                            3
                                 Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                                 Presented at the DLSU Research Congress 2015
                                                                                                      De La Salle University, Manila, Philippines
                                                                                                                                March 2-4, 2015
  Geometry                     74.59%     8.22        Beginning        present. If this premise is to be held true, we could
  Statistics and Probability   74.56%     7.30        Beginning        therefore say that Patterns and Algebra is easier for
                                                                       students, since results on formative tests are higher.
  Overall                      75.72%     7.71       Developing        However, since it garnered the lowest score in the
                                                                       summative test, it may be attributed to another factor
         Table    2         probes on         the                      which is retention of information (Nickson, 2004).
Mathematics Achievement Test (MAT) scores of the                               Calculating the Average Normalized Gain in
                                                                       the students’ score to determine whether there is a
students. Mean scores were determined to facilitate
                                                                       gain or loss in students’ scores in MAT from FT, it
the performance evaluation.
                                                                       showed that there was no gain in scores (-0.12) since
          Contrary to the results of the formative tests,              the result was negative.
Geometry has been determined as highest in the MAT                             Based from the result of the Average
(78.92%). It could be assumed that this area has been                  Normalized Gain, it can be concluded that students
more mastered by the students. Meanwhile, Patterns                     really lack retention of the skills learned before
and Algebra was lowest (72.73%). This could be the                     instruction. The lack of retention of the skills learned
least mastered. However, it is a fact that the turnout                 by the students should therefore be addressed as their
of the examination was low, the level of achievement                   performance to the next assessments may yield a low
only being in the Beginning and                                        score again.
Developing stages. These figures signify that there is                         Looking into the least-mastered contents of
difficulty among students on mastering the content                     the Grade 8 students according to the results of their
areas because they differ slightly from each other.                    MAT in Figure 2, the number of least-mastered and
         Summarizing the level of achievement of the                   most-mastered contents for the three areas was of
Grade 8 students in the overall MAT, they are only at                  equal degree. Overall, 50% of the contents were
the Beginning level of achievement (74.08%). This                      mostmastered (got a 60% and above correct response)
means      that   students     struggle     with    their              while the remaining 50% were least-mastered (got
understanding; pre-requisite and fundamental                           lower than 60% correct response). When analyzed per
knowledge and/or skills have not been acquired or                      area, Patterns and Algebra has the most number of
developed adequately to aid understanding.                             least-mastered contents, with 11 out of 17 (64.71%)
                                                                       contents falling below the mastery level. Geometry
Table 2. Mean score, standard deviation, and level of achievement of
the Grade 8 students in the MAT (𝑵=𝟐𝟕𝟗)
                                                                       meanwhile got the least, with only 2 out of 9 (22.22%)
                               MAT       MAT          Level of
                                                                       content considered as least-mastered. Number of
       Content Area            Mean     Standard    Achievement        least-mastered and most-mastered content areas for
                               Score    Deviation                      the Statistics and Probability is on a 50:50 ratio.
  Patterns and Algebra         72.73%     7.73        Beginning                Noteworthy to mention, the extremities of the
  Geometry                     78.92%     8.50       Developing        result appear that the most mastered content is the
  Statistics and Probability   75.38%     9.77       Developing        “Rectangular Coordinate System” (91.04%) under the
                                                                       umbrella of the Patterns and Algebra area. On the
  Overall                      74.08%     7.29        Beginning        other hand, the content “Quadrilaterals that are
                                                                       Parallelograms” of the Geometry area was
        When results for both FTs and MAT are                          leastmastered of all (21.15%).
compared, it is clear that results during regular                              The results were quite alarming because of
classroom works and quizzes (FTs) may not be                           the low results in students’ achievement and
reciprocal with that of the the summative test (MAT).                  mastery. As Biggs (1996) presented in his Principle of
As shown in Table 1, Patterns and Algebra was                          Alignment, if expectations were unmet, there might
highest. However, when the result of the MAT is                        be       misalignment      among Objectives,
investigated, it was ranked lowest. The remaining two                  Instruction, and Assessment.
content areas—Geometry and Statistics and
Probability—both yielded below passing results in the
formative tests but turned out positive in the
summative.
        Formative tests are, in nature, easier than
summative tests simply because lessons are still fresh
from students’ memories and teacher’s guidance is
LLI-II-020                                                        4
                                         Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                                    Presented at the DLSU Research Congress 2015
                                                                                                         De La Salle University, Manila, Philippines
                                                                                                                                   March 2-4, 2015
 Figure 2. Percentage of correct responses in each of the tested contents
        The      planned     curriculum      objectives                     discussed least-mastered contents, Quadrilaterals
(Objectives) and the instructional objectives                               that are Parallelograms became leastmastered of all.
(Instruction) were compared. The basis of the planned                                The misconception and/or difficulty of the
curriculum objectives are the objectives stated in the                      students in answering some questions in the
Curriculum Guide prepared by the Grade 8                                    Mathematics Achievement Test (MAT) were also
Mathematics Teachers during the start of the School                         probed. The teachers’ previous encounter of students'
Year. On the other hand, the instructional objectives                       common mistakes in their problem solving was the
are based on the objectives stated in the Instructional                     basis for the construction of the distractors. Thus, the
Plans drafted by the Grade 8 Mathematics Teachers                           misconceptions and/or difficulties were already
and are implemented weekly.                                                 preempted by the teachers. The analysis of the
         Upon     comparing     Objectives    to    the                     misconceptions was also validated by two experts in
Instruction, there were discrepancies between them                          the field of Mathematics Teaching.
on the seven contents namely, Rational Algebraic                                     When the incorrect responses of the students
Expressions; Slope of a Line; (Solving Systems of                           in some of the least-mastered contents were examined,
Linear Inequalities; Properties of Parallelograms and                       it could be noted that misconceptions and difficulties
their Special Type; Quadrilaterals that are                                 vary in many forms. In most cases, especially in the
Parallelograms; Measures of Variation; and                                  items for Patterns and Algebra and Geometry, what is
Experimental/Theoretical Probability.                                       common is that they were just missing to completely
        If there were discrepancies in any of the three                     solve the problem but they were correctly doing the
components, there will be imbalance in the system.                          procedure. This shows that the expected students’
This had been evident in the results of the                                 attitude of rechecking their answer to the problems is
Mathematics Achievement Test (MAT). The 7 contents                          not evident.
which were said to have discrepancies between the                                    In some other cases for Patterns and Algebra
Objectives and the Instruction were also part of the 15                     and Statistics and Probability, students were
least-mastered contents of the MAT.                                         incorrectly applying the formulas, properties,
        Noteworthy to mention, the 3 contents,                              theorems, and/or laws. This is evident in the items
namely, Solving Systems of Linear Inequalities;                             about Integral Exponents, Rational Algebraic
Quadrilaterals that are Parallelograms; and                                 Expressions, Equation of a Line, and Experimental
Experimental/Theoretical Probability, had completely                        and Theoretical Probability.
dissimilar planned curriculum objectives and                                             In terms of the nature of assessment, test
instructional objectives. Looking into the previously
LLI-II-020                                                         5
                                         Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                          Presented at the DLSU Research Congress 2015
                                                                                               De La Salle University, Manila, Philippines
                                                                                                                         March 2-4, 2015
items’ distractor which was answered more than the            objectives. Finally, the assessment tasks must address
correct answer shows only that these are good                 the objectives so that one can identify if the students
distractors. However, many students were answering            have learned what was intended for them to learn.
an incorrect distractor. It only reflects that they are                To sum up, whatever objective is stated, it
not critical problem solvers. It could really be              should be realized during instruction. Consequently,
reiterated that the root cause of misconceptions is           the assessment method should be according to how a
retention of skills learned during instruction as the         specific mathematical problem is taught and should be
Objectives and the Instruction are misaligned.                according to the stated objective. Teachers must not
                                                              change the Planned Curriculum Objectives as this will
                                                              be the basis for assessment.
                                                                       Thus, as a general action in the next school
4. CONCLUSIONS                                                years, the following are recommended:
                                                              1. Don Bosco Technical Institute – Makati should
        Based on the findings of the study, the                    already include the misses in the past instruction
researcher derived the following conclusions: 1. The               to the next Curriculum Planning, on the following
results of the formative tests and the Mathematics                 contents, Rational Algebraic Expressions; Slope of
Achievement Test (MAT) showed that students’                       a Line; Solving Systems of Linear Inequalities;
achievement is in the Beginning and in the                         Properties of Parallelograms and their Special
Developing level for the three content areas of the                Type; Quadrilaterals that are Parallelograms;
Grade 8 Mathematics curriculum. These imply that                   Measures           of       Variation;        and
they struggle with their understanding or possess                  Experimental/Theoretical Probability.
only the minimum knowledge and skills and core                2. The Subject Coordinator should ensure the
understandings; pre-requisite and fundamental                      alignment among the K to 12 Mathematics
knowledge and/or skills have not been acquired or                  Competencies provided by DepEd to the stated
developed adequately to aid understanding.                         instructional objectives of the teachers in their
2. Most of the least-mastered contents of the                      Instructional Plan and to the constructed
    Mathematics Achievement Test were because of                   assessment tool being administered to the
    the non-alignment between the Objectives and                   students.
    the Instruction. There was an imbalance in the
    system that led to poor surface learning. The                     The    following     strategies  are     also
    non-alignment signified inconsistencies, unmet            recommended according to stating learning objectives,
    expectations, and practices that contradict what          developing teaching and learning activities, and
    is preached.                                              constructing assessment methods (Entwistle & Tait,
3. In terms of the nature of assessment, test items’          1990; Trigwell & Prosser, 1991; De Winstanley &
    distractor which was answered more than the               Bjork, 2002; Lizzio et al., 2002; Newmaster, et al.,
    correct answer shows only that these are good             2006; Weiman, 2007; Kember, et.al., 2008; Revell &
    distractors. However, many students were                  Wainwright, 2009).
    answering an incorrect distractor. It only reflects
    that they are not critical problem solvers to be            Stating Objectives       Developing         Constructing
    able discern the correct answer. Furthermore,                                        Instruction        Assessment
    the root cause of misconceptions is retention of
    skills learned during instruction.
5. RECOMMENDED ACTIONS
        In order to address the low performance of the
Grade 8 students in K to 12 Mathematics, firstly, the
objectives must be clearly stated in a manner that the
level of understanding is properly defined and not
simply a list of topics to be covered. Secondly, the
instruction or the teaching and learning tasks chosen
must be those that are likely to realize the stated
LLI-II-020                                            6
                                 Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                                 Presented at the DLSU Research Congress 2015
                                                                                                      De La Salle University, Manila, Philippines
                                                                                                                                March 2-4, 2015
• Establish      and     • Conduct review        • Provide
  communicate clear        classes for             opportunities to    Department of Education. (2012). Retrieved June 12,
  learning objectives      mastery and             receive frequent
  throughout      the      retention Provide       feedback and to         2014, from Official Gazette: http://www.gov.ph/k-
  course                   opportunities for       scaffold learning      12/#about
• Establish      and       peer interaction      • Identify      the
  communicate clear        and discussion          prior knowledge
  standards        for   • Repeat and space        of the students     Department of Education. (2013). K to 12 Curriculum
  performance (e.g.        key information         before learning        Guide (Mathematics). Pasig City: Department of
  rubrics and              within and              the new concept
  grading                  between lectures        through                Education.
  guidelines)            • Vary and                diagnostic
• Provide                  structure               teaching
  opportunities for        learning              • Use           the   Entwistle, N., & Tait, H. (1990). Approaches to
  independence and         activities to focus     information on         learning, evaluations of teaching, and
  choice in learning       attention               students’
                                                                          preferences for contrasting academic
  content        and     • Model each step         formative
  process                  in the process of       mathematics            environments. Higher Education, 19, 169-194.
                           reaching the            performance to
                           solution to a           identify     what
                                                                       George, D., & Mallery, P. (2003). SPSS for Windows
                           problem and             they       needed
                                                   more. Teachers          step by step: A simple guide and reference. 11.0
                           think aloud             could then decide       update (4th ed.). Boston: Allyn & Bacon.
                           about the               whether a re-
                           strategies they         teaching should
                           use during              be done or          Kember, D., Ho, A., & Hong, C. (2008). The
                           problem solving         whether to             importance of establishing relevance in
                           Discuss the             proceed to the
                           common                  next lesson            motivating student learning. Active Learning in
                           misconceptions of                              Higher Education, 9 (3), 249-263.
                           the students
                           when solving a
                           specific problem                            Lizzio, A., Simons, R., & Wilson, K. (2002). University
                                                                           students’ perceptions of the learning
                                                                           environment and academic outcomes:
                                                                           implications for theory and practice. Studies in
6. REFERENCES                                                              Higher Education, 27(1), 27-52.
Andres, T., & Francisco, F. (2008). Curriculum                         Newmaster, S., Lacroix, C., & Rossenboon, C. (2006).
   development in the Philippine setting. Quezon                          Authentic learning as a mechanism for learner
   City: National Bookstore.                                              centredness. International Journal of Learning,
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Biggs, J. (1996). Enhancing teaching through
    constructive alignment. Higher Education, 32,                      Nickson, M. (2004). Teaching and learning
    347-364.                                                               mathematics: A teacher's guide to recent
                                                                           research and its application. New York:
Biggs, J. (2003). Teaching for quality learning at                         Continuum.
    university (2nd ed.). Buckingham: The Society
    for research into Higher Education and Open                        Philippine Institute for Developmental Studies.
    University Press.                                                      (2012). Enhanced K to 12 Basic Education
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De Winstanley, P., & Bjork, R. (2002). Successful                           Economic Issue of the Day, 12 (2).
   lecturing: presenting information in ways. New
    Directions for Teaching and Learning, 89, 19-32.                   Revell, A., & Wainright, E. (2009). What makes
                                                                           lectures ‘unmissable’? Insights into teaching
Department of Education. (2010). Discussion paper on                       excellence and active learning. Journal of
   the enhanced K to 12 education program.                                 Geography in Higher Education, 33 (2), 209-233.
   Pasig City: CEAP.
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                                         Proceedings of the DLSU Research Congress Vol. 3 2015
                                                                                       Presented at the DLSU Research Congress 2015
                                                                                            De La Salle University, Manila, Philippines
                                                                                                                      March 2-4, 2015
Trigwell, K., & Prosser, M. (1991). Improving the
    quality of student learning: the influence of
    learning context and student approaches to
    learning on learning outcomes. Higher
    Education, 22, 251-266.
Weiman, C. (2007). Why not try a scientific approach
   to science education? Change: The Magazine of
   Higher Learning, 39 (5), 9-15.
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                               Proceedings of the DLSU Research Congress Vol. 3 2015