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EPISTEMOLOGICAL AND LEARNING CONCEPTIONS IN
SCIENCE TEACHERS
Ma. Xóchitl Bonilla PedrozaUniversidad Pedagógica Nacional
Leticia Gallegos CázaresUniversidad Nacional Autónoma de México
Introduction
• Research about the NOS has increased in the last decades and results show that such analysis is fruitful to understand science teachers’ conceptions and practice.
• However the expected causal relationship between teachers’ conceptions about the NOS and their teaching practices has not yet been soundly established.
• One of these relationships that needs attention is the influence of the teachers’ conceptions about the NOS on their learning conceptions.
Considerations
The influence of epistemological theories in the development of learning theories has been recognized and it is possible to identify correlations between theories.
Teachers’ conceptions about Learning of Science (LOS) –differently of NOS – have received less attention.
We consider, however, that teaching practice is greatly influenced by teachers’ combined conceptions about the NOS and the LOS.
Research questions:
What are the NOS and LOS conceptions of secondary (junior high school) science teachers in Mexico?
Are there any relationships between NOS and LOS conceptions?
How do these conceptions influence the teaching practice in the classroom?
To identify NOS teachers’ conception we used the To identify NOS teachers’ conception we used the following categoriesfollowing categories
NOS
Empiricism (E)
Logical positivism (LP)
Rationalism (R)
Critical Rationalism (RC)
Constructivism or Relativism (C)
To identify LOS teachers’ conceptions we used the To identify LOS teachers’ conceptions we used the following categoriesfollowing categories
LOS
Associationism (A)
Discovery learning (D)
Maningful learning(S)
Constructivism (C)
Methodology
• Population: 313 secondary science teachers in urban schools in the state of Morelos in Mexico.
• Questionnaires: One NOS (11 items) and one LOS (8 items) questionnaire was answered by all teachers. Each question has multiple choices corresponding to each epistemological or learning position and teachers are asked to justify their answers.
• Interviews. 16 teachers were interviewed in order to clarify their answers to the questionnaires
• Class observation. 16 teachers were observed (still in analysis)
An example of the NOS questionnaire
1.- The main role of observation in the generation of scientific knowledge is:
To generate knowledge and generalize perceptions--------------------------------- ( )
To prove the organization and logical coherence of theory-------------------------- ( )
To confirm the personal ideas of the researchers-------------------------------------- ( )
To enlarge the data base in order to refuse a theory------------------------------------- ( )
To enlarge the data base in order to confirm a theory---------------------------------- ( )
¿Another?________________
Please justify your selection
____________
An example of the LOS questionnaire
8. As science teacher your most important objective regarding your students is that they:
Acquire scientific information ------------------------------------------------------------------- ( ) Transform their representations of reality --------------------------------------------------- ( )Learn the meaning of concepts ---------------------------------------------------------------- ( )Discover scientific laws -------------------------------------------------------------------------- ( )¿Another? --------------------------------------------------------------------------------------------( )
Please justify your selection
____________________________________________________________________________________________________________________________________________________________________________________________________________
Data analysis: NOS categories
• The empiricist teacher believes that knowledge is universal and a copy of reality, the process of knowledge is induction method.
• The logical positivist teacher thinks that knowledge corresponds to reality and the process of knowledge follows only logical rules.
• The rationalist teacher mainly thinks that knowledge is universal and the process of knowing follows rational processes.
• The critical rationalism teacher is oriented to a falsationist approach but holds correspondence with reality.
• The constructivist teacher thinks that knowledge is not identical to reality and the process of knowing is the result of a social construction.
Data analysis: LOS categories
• The teacher oriented to associationism thinks that learning means to acquire information through a process of stimulus-response.
• The learning by discovery teacher thinks mainly that some conditions and hands on activities are necessary.
• The teacher oriented to meaningful learning, mainly thinks that learning is to incorporate hierarchical and meaningful concepts.
• The teacher oriented to constructivism mainly thinks that learning is a personal (or social) construction that has the function of providing with a specific view of the world.
Data analysis: cluster and profiles
• Based on a method developed by Gallegos and Garritz (2006) which is inspired on Bachelard (1984) and Mortimer (1995) we used a cluster analysis of the profiles of groups of students. The steps are:
• Determine the profiles of each student• Apply a cluster analysis• Select the more representative profile for each
group
NOS CLUSTER 3
0
10
20
30
40
50
60
E PL R RC C
THEORY
PE
RC
EN
TA
GE
NOS AVERAGE CLUSTER 3
0
10
20
30
40
50
E PL R RC C
THEORY
PE
RC
EN
TA
GE
• In order to show both profiles (NOS and LOS), profiles are shown in a graph.
NOS and LOS GRUPO 1
0
10
20
30
40
50
60
E PL R RC C A D S C
ENFOQUES
Results: Percentage of population by cluster (NOS and LOS
ClusterNumber of
teachers Percentage
1 31 10 %
2 21 7%
3 21 7%
4 29 9%
5 48 15%
6 48 15%
7 35 11%
8 37 12%
9 4 2%
10 39 12%
Totales 313 100%
Epistemological and learning teachers’ preferences by each cluster
Cluster NOS LOS
1 48E, 27PL, 5R, 11RC, 6C 19A, 27D, 49S, 5C
2 51E, 29PL, 5R, 8RC, 5C 13A, 62D, 21S, 4C
3 21E, 59PL, 4R, 7RC, 9C 24A, 35D, 22S, 19C.
4 22E, 45PL, 9R, 8RC, 13C 11A, 14D, 49S, 25C.
5 23E, 26PL, 11R, 17RC, 21C 9A, 15D, 14S, 61C
6 33E, 18PL, 8R, 13RC, 25C 28A, 15D, 29S, 26C
7 49E, 29PL, 6R, 6RC, 12C; 18A, 14D, 20S, 47C
8 29E, 25PL, 6R, 17RC, 23C 11A, 49D, 11S, 28C
9 61E, 30PL, 2R, 2RC, 2C 63A, 34D, 3S, 0C.
10 21E, 32PL, 10R, 10RC, 25C 27A, 22D, 15S, 37C.
Correlations between NOS and LOS Correlations between NOS and LOS teachers’ conceptionsteachers’ conceptions
Four different groups or trends can be identified from the cluster analysis:
Group I shows less strong correlations between NOS and LOS
Group II shows strong correlations between NOS and LOS
Group III shows weak correlations between NOS and LOS
Group IV shows exact correlations between NOS and LOS (but includes a very small number of teacher of the sample)
I) Three clusters (1, 2, and 3) show a correlation between constructivism, critical rationalism, rationalism and learning
constructivism (24% of the sample) also between logical positivism with discovery learning;
and meaningful learning with empiricism.
NOS and LOS cluster 1
010
2030
4050
60
E PL R RC C A D S C
ENFOQUES
Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
3210-1-2
Dim
ensi
ón 2
1.0
.5
0.0
-.5
-1.0
v11
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a
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rc
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e
Cluster I
Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
2.52.01.51.0.50.0-.5-1.0-1.5
Dim
ensi
ón 2
1.5
1.0
.5
0.0
-.5
-1.0
cc
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II) In three clusters (4, 6 and 7) the main correlation is between critical rationalism, rationalism, cosntructivism, learning by discovery and
associationism. Also appear a correlation between logical positivism with meaningful learning and empiricism with constructivism learning.
NOS and LOS Cluster 4
0
10
20
30
40
50
60
E PL R RC C A D S C
CATEGORIES
Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
210-1-2-3D
imen
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1.5
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Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
2.01.51.0.50.0-.5-1.0-1.5
Dim
en
sió
n 2
1.5
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Cluster II
III) Three clusters (5, 8 and 10) have a correlation between rationalism, critical rationalism, assotiationism and meaningful learning (39% of the
sample).
NOS Y APRENDIZAJE GRUPO 8
0
20
40
60
E PL R RC C A D S C
ENFOQUES
Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
3210-1-2
Dim
en
sió
n 2
.6
.4
.2
.0
-.2
-.4
-.6
-.8
-1.0
v11
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crcr
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Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
210-1-2-3-4
Dim
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ón 2
2.0
1.5
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-1.0
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Cluster III
IV) Only one small cluster (9) shows correspondence between empiricism with associationism; between logical positivism with
learning by discovery; and both constructivism, both rationalism and meaningful leanrning.
NOS Y APRENDIZAJE GRUPO 9
020
4060
80
E PL R RC C A D S C
ENFOQUES
Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
2.52.01.51.0.50.0-.5-1.0-1.5
Dim
ensi
ón 2
1.0
.8
.6
.4
.2
-.0
-.2
-.4
-.6
v11
s
d
a
crc
r
pl
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Configuración de estímulos derivada
Modelo de distancia euclídea
Dimensión 1
2.52.01.51.0.50.0-.5-1.0-1.5
Dim
ensi
ón 2
1.0
.8
.6
.4
.2
-.0
-.2
-.4
-.6
cc
s
d
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crc
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pl
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Cluster IV
Teacher’s answers with empiricism and associationism perspectives
NOS LOS
Empiricism Associationism
• Science is the way to get real knowledge … experiments help us to confirm the theory and it is part of the scientific method and at last we reach the reality.
• Science gives us knowledge that is real.
• The students answer in the same way I explain them. It is not usual that they make other kind of explanations. When we check their answers they expand the information and at the end I give them a summary of the class.
• I want they to learn general concepts.
Teacher’s answers with constructivist perspectives in NOS and LOS
• Knowledge is a relative truth as long as we do not find theories that deny it.
• The theories are subjected to many proofs … it is possible that different explanations exist.
• I make some questions to know what are their ideas, or if they have heard something about it, or if they recognize anything.
• They need to compare their ideas with some readings, we analyze the texts and get out the main ideas. They write these ideas in their notebooks.
• We make different activities: experiments, problem solving. They talk with their peers about their results and ideas, I try that they reach an agreement.
CONCLUSIONS
The NOS profile of the sample shows a general preference for empiricism and logical positivism positions and these are related with all the 4 possible LOS categories as has been described in the groups obtained from the cluster analysis.
In 2 of the groups described (II and III) the constructivist epistemological position is present and can be related to any of the learning positions (74% of the sample).
In 2 of the groups described (I and IV), there is a strong correlation between constructivist positions (26% of the sample)
CONCLUSIONS
Teachers seem to be closer to the current pedagogical discourse in terms of their LOS conceptions than in their NOS conceptions.
In general, results show a weak relationship between NOS and LOS teachers’ profiles. A possible cause is that teachers do not clearly differentiate between epistemological and cognitive positions and their answers to questionnaires reflect only declarative knowledge which does not necessarily relate to their teaching practice.