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IOSR Journal of Research & Method in Education (IOSR-JRME)
e-ISSN: 2320–7388,p-ISSN: 2320–737X Volume 6, Issue 1 Ver. I (Jan. - Feb. 2016), PP 13-20
www.iosrjournals.org
DOI: 10.9790/7388-06111320 www.iosrjournals.org 13 | Page
Impact of Reading Behaviour on Teacher Efficacy among Arts
and Science College Teachers – A Predictive Model
Louis Manohar
(Don Bosco, Project Manager, CAUVERI-DO, Tiruchirappalli, India)
Abstract : The objective of the study was to examine the reading interest and reading behaviour among Arts
and Science College teachers and to develop a model to predict Teacher Efficacy. Data was collected from a
total of 1,305 teachers in Tamil Nadu state. Results showed that male teachers mostly read newspapers and
female teachers preferred reading magazines and novel/fictions. English was the preferred language for male
and Tamil for female teachers. Attitude towards reading was positively and significantly correlated with time
spent for reading. Average time spent for reading by female teachers per day was significantly less (1.1 ± .6885
hrs.) compared to male teachers (1.893 ± 1.1218 hrs.). Stepwise regression revealed a best fitting model with
four predictor variables, they were: Attitude towards teaching (44.49%), Teaching experience (14.21%), Time
spent for reading (32.83%) and Attitude towards reading (34.93%), which combined together explained about
69.1 per cent of variations of Teacher Efficacy. Gender and age did not make significant contribution in
predicting Teacher Efficacy.
Keywords: Reading attitude, Reading behaviour, Regression model, Teacher efficacy, Teaching attitude
I. Introduction
A teacher is considered as a source of knowledge, inspiration and innovation [1]. The effectiveness of
education depends upon the quality of teachers and the quality of teachers‟, in turn, depends upon the
knowledge and attitudes of teachers [1]. Scholars recognize the need for adequate preparation in understanding
and applying the knowledge in teaching. Subject content knowledge alone does not adequately prepare teachers
for the challenges they face in today‟s classrooms. Effective teaching requires teachers with in-depth subject
knowledge [2] and recent developments, not only on the subject limited to the syllabus, but also extended to
related fields.
Reading is one of the important aspects in enriching one‟s knowledge and widening one‟s perspective
[3], particularly for teachers. Reading is also one of the most useful tools in improving teaching skill and also
improving the understanding of students [4]. The importance of reading habit among teachers was emphasized
by a number of studies [5], [6], [7]. Reading skill continues to be one of the basic skill areas to improve
knowledge [8] and a basic tool of learning and one of the important skills necessary in day-to-day life [9],
though more technologies have evolved. The purpose of this study is to analyze Arts and Science college
teachers‟ reading attitude, reading habit and to examine how it is associated with teaching attitude and teacher
efficacy, and to develop a predictive model through quantitative assessment.
II. Statement of The Problem
1.1. Lack of Passion for Reading
For teaching to be effective, continuous learning is expected to be at the centre of the teacher‟s role.
Continuous learning can be achieved through reading. Reading not only contributes to an individual‟s well-
being, self-development and progress, but also to the whole nation and the world [3]. The quality of reading
habits and interest of teachers has vital importance in order to be a good example for students [10]. In spite of
the importance, interest in reading and reading habit is declining. Raman (2007) cautioned that lack of attitude
towards reading and absence of reading habit, underlines the problem of educational growth [11]. Teachers,
who are the role models for students, have great responsibility and should have reading habit. Developing good
reading habit is very important for teachers, as they are training the future generations [12] because the students
will be as literate as their teacher [13]. But, teachers themselves have not developed the habit of reading [14].
Despite its importance, the interest in reading is diminishing [15], [16]. Teachers do not read much and they
have negative attitude towards reading [17], [18], [19].
1.2. Significance of Teacher Efficacy
Teachers‟ efficacy significantly affects the teachers‟ outcome and students‟ performance [20]. Beliefs
and attitudes of teachers significantly influence students‟ performance and a predictor of teachers‟ teaching
effectiveness [21]. Success in teaching is significantly and positively associated with the teacher self-efficacy
[22]. Teacher efficacy guides the teachers in their performance, decisions and inspiration with respect to
Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers…
DOI: 10.9790/7388-06111320 www.iosrjournals.org 14 | Page
precept; related to greater expectations for students [23]. Student inspiration and performance are presumed to
be profound reinforces for teaching behaviours [24]. Goddard et al. (2006) asserted that student achievement
can be improved by improving the teacher efficacy [25].
III. Review of Literature
Researchers have examined the relationship between extensive reading and creativity. For example,
study conducted by Renandya & Jacobs (2002) emphasized the importance of extensive reading in development
of topical knowledge [26] – is the most effective means of information improving one‟s comprehension and
thinking skills[27].Reading shapes good personality, ideas, right thinking and change of attitude. Reading
influences the extent and accuracy of information as well as attitude, moral belief, judgment and action of the
reader [28], which are essential virtues for the best performance of a teacher. Hanushek (1986:116) concluded
that teachers, who perform well on verbal ability tests, do better in the classroom [29]. Manveet (2002) found
that even well-educated individual‟s future is imperiled as they do not read well enough to equip them with
knowledge and latest development in the field [30]. In a study on the impact of teacher subject knowledge on
student achievement by Metzler & Woessmann (2010) recommended that teacher subject knowledge should be
clearly on the agenda of educational administrators and policy-makers [31]. The work of Noor (2011)
emphasized the need for good reading habit for a healthy, intellectual growth, which is crucial in achieving
practical efficiency [32]. Benvides (2006) questioned how the students will gain the habit of reading while their
teacher lacks reading attitude [33].
Kanti (2013) demonstrated that academic qualifications and subject knowledge alone did not
significantly influence the relationship between the teacher attitudes and teaching aptitude, but, a person with
higher qualification can be a better teacher unless he/she has positive attitude towards the profession [1].
Attitude is an “effective and intellectual state of readiness which is organized as a result of experiences and has
a direct and active effect on the responses of individuals towards a relative state or subject” [34]. (Bektaş &
Nalçaci, 2012) examined to what extent person values held by a teacher predicted his/her attitude towards
teaching among 305 teacher candidates [35]. Their study confirmed that personal values were significant
predictors of attitude towards teaching profession. Litt & Turk (1985) found that teachers who were indifferent
towards their profession were more distressed than teachers who were enthusiastic and also established
association between teacher‟s attitude towards teaching and the learning and understanding ability of students
[36]. Tschannen-Moran & Hoy (2001:783) defined teacher efficacy as the “teacher‟s judgment of his or her
capabilities to bring about desired outcomes of student engagement and learning – even among those students
who may be difficult or unmotivated” [24].
Reading habit is influenced by a number of intrinsic and extrinsic/demographic factors, such as age,
gender, educational level, status, home environment etc. [37]. Babu & Raju (2013) found that male and female
teachers significantly differed in their attitude towards teaching profession [38]. Mavi & Çetin (2008) found
that female candidate teachers exhibited higher level of attitude towards reading than compared to male
candidate teachers [39]. Özşaker et al. (2012) found evidence of higher reading desire and adoption of effects of
reading for female teachers than male teachers [40].
IV. Objectives of the study
The aim of this study was to critically analyze the reading behaviour, preference and attitude towards
reading among Arts and Science College teachers in Tamil Nadu state and how these associate with teacher
efficacy. The specific objectives were:
1. To examine how demographic factors (gender, age, discipline) associate with reading behaviour.
2. To study the effect of gender, age and experience over teacher efficacy
3. To propose an effective model to predict teacher efficacy
V. Measures and Methods
1.3. Survey Instrument
A well-structured close-ended questionnaire was used for data collection. Attitude towards Teaching
(AT) was measured with a 17-item construct developed by adapting statements from previous studies. The
construct had three dimensions viz. cognitive, affective and behavioural. Cronbach‟s alpha .893 (M = 3.74 ±
.613). A 17-item scale developed from constructs used in various studies and were adapted to this study was
used to measure the subject‟s Attitude towards Reading (AR). Cronbach‟s alpha .862 (M = 862 (M = 3.37 ±
.694). The 10-item short form Teacher Efficacy Scale (TES), used by Hoy & Woolfolk (1993) [41], which was
originally based on the Teacher Efficacy Scale (TES) developed by Gibson & Dembo (1984) [42] was
employed to assess the efficacy of the teachers – comprised of two sub-scales: Teaching Efficacy and Personal
Efficacy. Cronbach‟s alpha was .811 (M = 3.13 ± .760). The above mentioned three psychometric scales used
Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers…
DOI: 10.9790/7388-06111320 www.iosrjournals.org 15 | Page
five-point Likert scales ranging from 1 = strongly disagree to 5 = strongly agree to measure the respondents‟
level of agreement. The negative items were reversely coded. Reading preference scale items were developed
after a number of focused group discussions with the subjects. Four reading materials and two languages
emerged as most popular and most read. The respondents ranked their preference of reading materials from 1 to
5 and the preferred language from 1 to 3 according to their priority of preference.
1.4. Participants
The population of this study was the Arts and Science College teachers in Tamil Nadu State, India.
Data was collected by administering the questionnaire by three modes viz. (i) in person, (ii) by regular post and
(iii) through E-mail. A total of 165 teachers were interviewed in person. A total of 965 hard copies of
questionnaires were sent by regular post, out of which 226 were returned and 201 were usable. A total of 1312
soft copies of questionnaires were sent through E-mail. Out of which 989 were returned and 939 were found to
be complete in all respects. Thus the total sample for this study was 1305 teachers from 32 districts of Tamil
Nadu State, out of which, 48.27 % were males and the remaining 51.73% were females. The average age of the
participants was 34.24 ± 9.272 years. The respondent teachers were from five discipline groups: Humanities
(24%), Social Science (24%), Natural Science (10%), Formal Science (28%) and Professional (14%).
VI. results and discussion
1.5. Reading Behaviour
Examining the reading behaviour of the teachers included preference over reading material and reading
language; time spent for reading per day; attitude towards reading and also difference in the above mentioned
behaviours between male and female teachers, age, and their teaching discipline.
Table 1: Preference of reading materials
Reading Material Mean SD
Mean Rank Mann-Whitney
Male Female U Sig.
Newspapers 4.41 .892 738.18 573.50 158962.500 .000
Magazines 2.72 .784 582.29 719.00 168075.000 .000
Novel/Fiction 2.24 1.278 591.93 710.00 174150.000 .000
Subject-related books/ journals 3.10 1.155 672.29 635.00 200475.000 .062
Other 2.52 1.654 656.21 650.00 210600.000 .750
The mean score for both male and female teachers indicates that Newspaper was the most read (M =
4.41 ± .892) and Novel/Fiction was the least preferred reading material for the teachers surveyed (M = 2.24 ±
1.278) compared to other reading materials. The second most preferred reading material was Subject-related
books and journals (M = 3.10 ± 1.155), followed by Magazines (M = 2.72 ± .784) as the third priority. The
fourth in the order of preference was Other categories of reading materials (M = 2.52 ± 1.654). The order of
preference for male teachers based on the Mean Rank was: Newspapers, Subject-related books/journals, Others,
Novel/Fiction and Magazines. The order of preference for female teachers was different: Magazines,
Novel/Fiction, Others, Subject-related books/journals and Newspapers.
Figure 1: Gender-wise Preference of Reading Material
Statistical significance of differences in the preference of reading material between male and female
teachers was examined by Mann-Whitney test process. The grouping variable was gender. Results indicated
significant differences between male and female teachers. For example, Newspaper was significantly most
preferred by male teachers (MR = 738.18, U = 158962.5, p =.000), whereas Magazines and Novel/Fiction were
738.18
582.29 591.93
672.29 656.21
573.5
719 710
635 650
0
100
200
300
400
500
600
700
800
Gender-wise Preference of Reading Material
Mean rank Mean rank
Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers…
DOI: 10.9790/7388-06111320 www.iosrjournals.org 16 | Page
more read by female teachers (U = 168075.000, p = .000 and U = 174150.000, p = .000 respectively). Subject-
related Books/Journals were highly preferred by male teachers (MR = 672.29) than compared to female
teachers (MR = 635.00), but the difference was not of statistical significance (U = 200475.0, p =.062).
Table 2: Preference of reading language
Language Mean SD
Mean Rank Mann-Whitney
Male Female U Sig.
Tamil 2.21 .405 611.21 692.00 385065.000 .000
English 2.79 .405 694.79 614.00 414450.000 .000
Other 1.00 - 653.00 653.00 440775.000 1.000
The combined mean scores of language preference for both male and female teachers indicated English
as the 1st
choice of reading language (M = 2.79 ± .405); Tamil was their second choice of preference (M = 2.21
± .405) and other languages was their third choice (M = 1.00). Comparison between male and female teachers
indicates that for male teachers, 1st
preference was English language (MR = 694.79) and second choice was
Tamil language (MR = 611.21). Whereas female teachers‟ preference was in the reverse order; their first choice
was Tamil language (MR = 692.00) and English was their second language (MR = 614.00).
Figure 2: Gender-wise Reading Language Preference
Statistical significance of difference in the choice of language of reading material between the male and
female teachers was studied by applying Mann-Whitney test. The two groups compared were male and female
teachers and the dependent variable was the rank scores of language preference. Results indicated that male and
female teachers contrasted significantly in their preference of reading language (p< .0005). Male teachers
preferred reading materials in English (MR = 694.79, U = 414450.000, p = .000), whereas female teachers
mostly read materials in Tamil language (MR = 692.00, U = 385065.000, p = .000).
Table 3: Male and female teachers‟ attitude towards reading
Group (Gender) N
Reading Attitude t-test Statistics
Mean SD t df Sig.
Male Teachers 630 3.5586 .46583 12.446 1278.438 .000
Female Teachers 675 3.1993 .57430
Equal variances not assumed (2-tailed)
Mean scores indicate Reading attitude of male group was higher (M = 3.5586 ± .46583) than the
female group (M = 3.1993 ± .57430). Independent samples t-test statistics shows that that the difference in the
mean scores of Reading attitude between male and female groups was statistically significant [t(1278.438) =
12.446, p = .000]. Male teachers had significantly higher level of positive attitude towards reading than
compared to their female counterparts.
Table 4: Correlation between teachers‟ age and their attitude towards reading
Variables
Pearson
Correlation
Age vs. Attitude towards reading r = .181**
p = ..000
**. Correlation is significant at the 0.01 level (2-tailed).
611.21
694.79
653
692
614
653
560
580
600
620
640
660
680
700
720
Tamil English Other
Gender-wise Reading Language Preference
Mean rank Male Mean rank Female
Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers…
DOI: 10.9790/7388-06111320 www.iosrjournals.org 17 | Page
Pearson‟s correlation results showed a positive, statistically significant but weak relationship between
Age and Attitude towards reading (r = .181, p < .0005). Only 3.81 per cent of the variations in Attitude towards
reading scores was attributed to the changes in Age. Older teachers exhibited slightly higher level of attitude
towards reading than younger teachers. The equation y = 3 + 0.01*x describes the association between Age
(x) and Attitude towards reading (y).
Table 5: Correlation between attitude towards reading and time spent for reading
Variables
Pearson
Correlation
Attitude towards reading vs. Time spent for reading r = .512**
p = ..000
**. Correlation is significant at the 0.01 level (2-tailed).
Positive, strong and statistically significant association was indicated between Attitude towards reading
and Time spent for reading (r = .512, p < .0005, 2-tailed). Attitude towards reading explained 26.21 per cent of
the variations in the mean score of Time spent for reading. This confirms that teachers who were more positive
about reading, spent more time for reading. i.e. reading time duration increased with the increase in the level of
positive attitude towards reading. The association can be represented by the equation: y = 2.95 + 0.28 * x,
where „y‟ is the Time spent for reading and „x‟ is the mean Attitude towards reading.
Table 6: Correlation between teachers‟ age and their time spent for reading
Variables
Pearson
Correlation
Age vs. Time spent for reading r = -.044
p = .112
Pearson correlation test results indicate a weak, negative and statistically insignificant relationship (r =
-.044, p = .112, 2-tailed) between the teacher‟s Age and their Time spent for reading. Only 0.16 per cent of the
variations in the Time spent for reading mean scores was explained by the variations in Age. Results indicate
that younger teachers spent almost the same amount of time for reading, as the older teachers. The relationship
between Teachers‟ Age (x) and their Time spent for reading (y) can be expressed as the following equation: y =
1.65 – 4.77E-3 * x.
Table 7: Male and female teachers‟ time spent for reading
Group (Gender) N
Time spent for reading t-test Statistics
Mean SD t df Sig.
Male Teachers 630 1.893 1.1218 15.259 1030.208 .000
Female Teachers 675 1.100 .6885
Equal variances not assumed (2-tailed)
Independent samples t-test method was applied to examine to what extent male and female teachers
differed in time spent for reading. t-statistics revealed that mean score of reading duration per day for male
group (M = 1.893 ± 1.1218 hrs) was significantly greater than the mean score of female group (M = 1.100 ±
.6885 hrs per day) [t(1030.208) = 15.259, p = .000]. This leads to the conclusion that male teachers read
significantly for a longer time than the female teachers. This may be due to the females‟ household chores
which restricts the availability of time for reading.
Table 8: Time spent for reading by teachers of different discipline groups
Group (Teaching Discipline) N
Time spent for reading ANOVA
Mean SD F df Sig.
Humanities 315 2.071 1.4019 104.188 4 .000
Social science 315 1.286 .4525 1300
Natural science 135 .500 .0100
Formal science 360 1.250 .7917
Professional 180 2.000 .7091
Whether time spent for reading varies with the subjects the teachers taught was examined by One-way
Analysis of Variance method. Teaching subjects were grouped into five categories of disciplines as shown in
the above table. Statistically significant difference on the average time spent for reading per day was found
between the five discipline groups [F(4, 1300) = 104.188, p = .000]. Further multiple comparisons Post-hoc test
Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers…
DOI: 10.9790/7388-06111320 www.iosrjournals.org 18 | Page
using Tukey HSD method revealed that except between Humanities vs. Professional and Social Science vs.
Formal Science discipline pair of groups (p> .05), all other pairs of combinations of discipline groups differed
significantly (p< .0005), Teachers associated with Natural Science spent significantly the least time (just half-
an-hour per day) for reading (M = 0.500 ± .01 hour per day) compared to other subject teachers. Whereas,
teachers of Humanities subjects (M = 2.071 ± 1.4019 hours per day) and teachers dealing with Professional
subjects (M = 2.000 ± .7091 hours per day) spent significantly more time (about two hours per day) for reading
than compared to time spent by teachers of other disciplines.
1.6. Predictive Model
The following steps were involved in developing the Predictive Model: (1) Optimizing the number of
variables by (i) Pearson‟s correlation, (ii) Tolerance & VIF colleniarity statistics, (iii) Adjusted R square, (iv)
Mallow‟s Cp and (v) Prediction Sum of Squares (PRESS), (2) Model significance and (3) developing the
predictive equation.
Table 9: Pearson‟s Correlation Matrix (Sig. 1-tailed)
Variables
Teacher
Efficacy
Attitude
towards
Teaching
Attitude
towards
Reading
Time spent
for Reading Experience Age
Attitude towards Teaching (AT) .667
(p =.000)
Attitude towards Reading (AR) .591
(p =.000)
.635
(p =.000)
Time spent for Reading (TR) .573
(p =.000)
.483
(p =.000)
.512
(p =.000)
Experience (EX) .377
(p =.000)
-.085
(p =.001)
.375
(p =.000)
.098
(p =.000)
Age .241
(p =.000)
-200
(p =.000)
.181
(p =.000)
-.044
(p =.056)
.922
(p =.000)
Gender .233
(p =.000)
.304
(p =.000)
.324
(p =.000)
.395
(p =.000)
-.006
(p =.411)
.057
(p =.020)
Pearson correlation r-values for Age (r = .241) and Gender (r = .233) with the dependent variable were
less than the minimum recommended value .3. Also correlation between the two independent variables Age and
Experience was greater than .7 (r = .922). Hence the independent variables, Age and Gender were excluded
[43]. The remaining four independent variables satisfied the multicollinearity assumptions.
Table 10: Coefficient: Teacher Efficacy
Predictor Variables
Model 4
Unstandardized
Coefficients
Std.
Coeff
t Sig.
Correlations
Collinearity
Statistics
B
Std.
Error Beta
Zero-
order Partial Part
Tole-
rance VIF
(Constant) 1.669 .041 41.068 .000
Attitude towards Teaching .390 .013 .664 29.079 .000 .667 .628 .448 .455 2.198
Attitude towards Reading -.096 .016 -.148 -5.957 .000 .591 -.163 -.092 .383 2.608
Time spent for reading .102 .007 .283 15.354 .000 .573 .392 .236 .696 1.437
Experience .029 .001 .461 24.760 .000 .377 .566 .381 .684 1.462
Tolerance scores for the four predictor variables were > .1. VIF values for all the four predictor
variables are < 10. The commonly used cut-off point for VIF was > 10, i.e. VIF values above 10 would be an
indication of multicollinearity [42]. Therefore, the variables included in the proposed model have not violated
the multicollinearity assumption.
Residuals statistics showed maximum value of Cook‟s Distance as .003, which was < 1, and is quite
safer [43]. Outliers were checked by inspecting Mahalanobis distances from the residuals statistics. The
maximum Mahalanobis distance value was 10.844, which is less than the Critical Chi-square value 18.467 for 4
df, at .001 alpha level [44]. Casewise diagnostics revealed none of the cases‟ standardized residual value was
above 3.0 or below -3.0 [44].
The t-statistics shows that the four independent variables of the model were significant predictors of the
dependent variable (p< .0005). Attitude towards Teaching (AT) explained 44.49 per cent of the variance in the
mean scores of Teacher Efficacy (TE) (r = .667, p = .000), which was the highest significant contributor. About
34.93 per cent of the variance was attributed to Attitude towards Reading (AR) (r = .591, p = .000) and 32.83
per cent was explained by Time spent for Reading (TR) (r = .573, p = .000). Experience was attributed to 14.21
per cent of variance in Teacher Efficacy (r = .377, p = .000).
The unstandardized coefficients show the highest B value of .390 for Attitude towards Teaching. This
means, Attitude towards Teaching, made the strongest unique contribution in explaining the dependent variable
Teacher Efficacy, when the variances explained by the other three predictor variables in the model were
Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers…
DOI: 10.9790/7388-06111320 www.iosrjournals.org 19 | Page
controlled for. The second highest significant unique contribution was by Time spent for reading (.102).
Experience was the third unique contributor (.029) and the fourth was Attitude towards reading (-.096).
Table 11: Model Summary: Teacher Efficacy
Model R R Square Adjusted R
Square
Std. Error of
the Estimate
Mallows
Cp
PRESS ANOVA
df F Sig.
1 .667a
.445 .445 .26854 1037.1 94.2 1, 1303 1046.784 .000
2 .797b
.635 .634 .21800 240.7 62.1 2, 1302 1131.721 .000
3 .827c
.683 .683 .20311 38.5 53.9 3, 1301 935.532 .000
4 .832d
.692 .691 .20047 5.0 52.5 4, 1300 729.116 .000
a. Predictors: (Constant), Attitude towards Teaching
b. Predictors: (Constant), Attitude towards Teaching, Experience
c. Predictors: (Constant), Attitude towards Teaching, Experience, Time spent for reading
d. Predictors: (Constant), Attitude towards Teaching, Experience, Time spent for reading, Attitude towards Reading
Stepwise regression was applied. Stepping method criteria was set at probability of F entry = .05 and removal =
.10. Compared to the four models, adjusted R Square value for model-4 explained 69.1 per cent of variance (the
highest %) in the Teacher Efficacy and the model reached statistical significance [F(4, 1300) = 729.116, p =
.000], which was a good level of prediction. SEE for model-4 indicated that Teacher Efficacy prediction was
off by .20 – the lowest. Mallows Cp value for model-4 was the closest to the number of variables (C4 = 5.0).
Cross-validation, based on Prediction Sum of Squares (PRESS) also indicated the lowest PRESS value 52.5 [45]
for model No. 4. To sum up, adjusted R Square, SEE, Mallows Cp, PRESS and ANOVA p-value confirmed the
statistically significant contribution of the independent variables: Attitude towards Teaching (AT), Attitude
towards Reading (AR), Time spent for Reading (TR) and Teaching Experience (EX), in predicting the criterion
variable and thus ensured the good fitness of model No.4, compared to the other three models. Equation to
predict Teacher Efficacy using the four independent variables of model-4 is given below.
Y'i = b0 + b1X1 + b2X2 + … + bkXk
Teacher Efficacy (TE) = 1.669 + .390*AT – .096*AR + .102*TR + .029*EX
VII. Conclusion
This study is significant as it associates the independent variable Attitude towards reading and the
dependent variable Teacher efficacy, which, it seems have not been given much attention. The findings of this
study asserted that reading habit of teachers resulted in improved teacher efficacy. Reading expands one‟s
knowledge, reasoning power and learning skill. When teachers have positive attitude towards reading and
reading habit, students eventually get motivated towards reading. But results indicated that time spent for
reading and interest in reading among the teaching community was very less. Students can be effectively
motivated towards inculcating reading habit, only when the teachers have positive attitude and interest towards
reading. Studies have shown positive association between students‟ attitude towards reading and learning skill.
Hence teachers should put in more efforts, to develop interest in reading among the students. Teacher training
programs should be effective in developing and improving the reading habit among the trainee teachers and
should be trained to motivate students.
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Impact of Reading on Teacher Efficacy

  • 1. IOSR Journal of Research & Method in Education (IOSR-JRME) e-ISSN: 2320–7388,p-ISSN: 2320–737X Volume 6, Issue 1 Ver. I (Jan. - Feb. 2016), PP 13-20 www.iosrjournals.org DOI: 10.9790/7388-06111320 www.iosrjournals.org 13 | Page Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers – A Predictive Model Louis Manohar (Don Bosco, Project Manager, CAUVERI-DO, Tiruchirappalli, India) Abstract : The objective of the study was to examine the reading interest and reading behaviour among Arts and Science College teachers and to develop a model to predict Teacher Efficacy. Data was collected from a total of 1,305 teachers in Tamil Nadu state. Results showed that male teachers mostly read newspapers and female teachers preferred reading magazines and novel/fictions. English was the preferred language for male and Tamil for female teachers. Attitude towards reading was positively and significantly correlated with time spent for reading. Average time spent for reading by female teachers per day was significantly less (1.1 ± .6885 hrs.) compared to male teachers (1.893 ± 1.1218 hrs.). Stepwise regression revealed a best fitting model with four predictor variables, they were: Attitude towards teaching (44.49%), Teaching experience (14.21%), Time spent for reading (32.83%) and Attitude towards reading (34.93%), which combined together explained about 69.1 per cent of variations of Teacher Efficacy. Gender and age did not make significant contribution in predicting Teacher Efficacy. Keywords: Reading attitude, Reading behaviour, Regression model, Teacher efficacy, Teaching attitude I. Introduction A teacher is considered as a source of knowledge, inspiration and innovation [1]. The effectiveness of education depends upon the quality of teachers and the quality of teachers‟, in turn, depends upon the knowledge and attitudes of teachers [1]. Scholars recognize the need for adequate preparation in understanding and applying the knowledge in teaching. Subject content knowledge alone does not adequately prepare teachers for the challenges they face in today‟s classrooms. Effective teaching requires teachers with in-depth subject knowledge [2] and recent developments, not only on the subject limited to the syllabus, but also extended to related fields. Reading is one of the important aspects in enriching one‟s knowledge and widening one‟s perspective [3], particularly for teachers. Reading is also one of the most useful tools in improving teaching skill and also improving the understanding of students [4]. The importance of reading habit among teachers was emphasized by a number of studies [5], [6], [7]. Reading skill continues to be one of the basic skill areas to improve knowledge [8] and a basic tool of learning and one of the important skills necessary in day-to-day life [9], though more technologies have evolved. The purpose of this study is to analyze Arts and Science college teachers‟ reading attitude, reading habit and to examine how it is associated with teaching attitude and teacher efficacy, and to develop a predictive model through quantitative assessment. II. Statement of The Problem 1.1. Lack of Passion for Reading For teaching to be effective, continuous learning is expected to be at the centre of the teacher‟s role. Continuous learning can be achieved through reading. Reading not only contributes to an individual‟s well- being, self-development and progress, but also to the whole nation and the world [3]. The quality of reading habits and interest of teachers has vital importance in order to be a good example for students [10]. In spite of the importance, interest in reading and reading habit is declining. Raman (2007) cautioned that lack of attitude towards reading and absence of reading habit, underlines the problem of educational growth [11]. Teachers, who are the role models for students, have great responsibility and should have reading habit. Developing good reading habit is very important for teachers, as they are training the future generations [12] because the students will be as literate as their teacher [13]. But, teachers themselves have not developed the habit of reading [14]. Despite its importance, the interest in reading is diminishing [15], [16]. Teachers do not read much and they have negative attitude towards reading [17], [18], [19]. 1.2. Significance of Teacher Efficacy Teachers‟ efficacy significantly affects the teachers‟ outcome and students‟ performance [20]. Beliefs and attitudes of teachers significantly influence students‟ performance and a predictor of teachers‟ teaching effectiveness [21]. Success in teaching is significantly and positively associated with the teacher self-efficacy [22]. Teacher efficacy guides the teachers in their performance, decisions and inspiration with respect to
  • 2. Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers… DOI: 10.9790/7388-06111320 www.iosrjournals.org 14 | Page precept; related to greater expectations for students [23]. Student inspiration and performance are presumed to be profound reinforces for teaching behaviours [24]. Goddard et al. (2006) asserted that student achievement can be improved by improving the teacher efficacy [25]. III. Review of Literature Researchers have examined the relationship between extensive reading and creativity. For example, study conducted by Renandya & Jacobs (2002) emphasized the importance of extensive reading in development of topical knowledge [26] – is the most effective means of information improving one‟s comprehension and thinking skills[27].Reading shapes good personality, ideas, right thinking and change of attitude. Reading influences the extent and accuracy of information as well as attitude, moral belief, judgment and action of the reader [28], which are essential virtues for the best performance of a teacher. Hanushek (1986:116) concluded that teachers, who perform well on verbal ability tests, do better in the classroom [29]. Manveet (2002) found that even well-educated individual‟s future is imperiled as they do not read well enough to equip them with knowledge and latest development in the field [30]. In a study on the impact of teacher subject knowledge on student achievement by Metzler & Woessmann (2010) recommended that teacher subject knowledge should be clearly on the agenda of educational administrators and policy-makers [31]. The work of Noor (2011) emphasized the need for good reading habit for a healthy, intellectual growth, which is crucial in achieving practical efficiency [32]. Benvides (2006) questioned how the students will gain the habit of reading while their teacher lacks reading attitude [33]. Kanti (2013) demonstrated that academic qualifications and subject knowledge alone did not significantly influence the relationship between the teacher attitudes and teaching aptitude, but, a person with higher qualification can be a better teacher unless he/she has positive attitude towards the profession [1]. Attitude is an “effective and intellectual state of readiness which is organized as a result of experiences and has a direct and active effect on the responses of individuals towards a relative state or subject” [34]. (Bektaş & Nalçaci, 2012) examined to what extent person values held by a teacher predicted his/her attitude towards teaching among 305 teacher candidates [35]. Their study confirmed that personal values were significant predictors of attitude towards teaching profession. Litt & Turk (1985) found that teachers who were indifferent towards their profession were more distressed than teachers who were enthusiastic and also established association between teacher‟s attitude towards teaching and the learning and understanding ability of students [36]. Tschannen-Moran & Hoy (2001:783) defined teacher efficacy as the “teacher‟s judgment of his or her capabilities to bring about desired outcomes of student engagement and learning – even among those students who may be difficult or unmotivated” [24]. Reading habit is influenced by a number of intrinsic and extrinsic/demographic factors, such as age, gender, educational level, status, home environment etc. [37]. Babu & Raju (2013) found that male and female teachers significantly differed in their attitude towards teaching profession [38]. Mavi & Çetin (2008) found that female candidate teachers exhibited higher level of attitude towards reading than compared to male candidate teachers [39]. Özşaker et al. (2012) found evidence of higher reading desire and adoption of effects of reading for female teachers than male teachers [40]. IV. Objectives of the study The aim of this study was to critically analyze the reading behaviour, preference and attitude towards reading among Arts and Science College teachers in Tamil Nadu state and how these associate with teacher efficacy. The specific objectives were: 1. To examine how demographic factors (gender, age, discipline) associate with reading behaviour. 2. To study the effect of gender, age and experience over teacher efficacy 3. To propose an effective model to predict teacher efficacy V. Measures and Methods 1.3. Survey Instrument A well-structured close-ended questionnaire was used for data collection. Attitude towards Teaching (AT) was measured with a 17-item construct developed by adapting statements from previous studies. The construct had three dimensions viz. cognitive, affective and behavioural. Cronbach‟s alpha .893 (M = 3.74 ± .613). A 17-item scale developed from constructs used in various studies and were adapted to this study was used to measure the subject‟s Attitude towards Reading (AR). Cronbach‟s alpha .862 (M = 862 (M = 3.37 ± .694). The 10-item short form Teacher Efficacy Scale (TES), used by Hoy & Woolfolk (1993) [41], which was originally based on the Teacher Efficacy Scale (TES) developed by Gibson & Dembo (1984) [42] was employed to assess the efficacy of the teachers – comprised of two sub-scales: Teaching Efficacy and Personal Efficacy. Cronbach‟s alpha was .811 (M = 3.13 ± .760). The above mentioned three psychometric scales used
  • 3. Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers… DOI: 10.9790/7388-06111320 www.iosrjournals.org 15 | Page five-point Likert scales ranging from 1 = strongly disagree to 5 = strongly agree to measure the respondents‟ level of agreement. The negative items were reversely coded. Reading preference scale items were developed after a number of focused group discussions with the subjects. Four reading materials and two languages emerged as most popular and most read. The respondents ranked their preference of reading materials from 1 to 5 and the preferred language from 1 to 3 according to their priority of preference. 1.4. Participants The population of this study was the Arts and Science College teachers in Tamil Nadu State, India. Data was collected by administering the questionnaire by three modes viz. (i) in person, (ii) by regular post and (iii) through E-mail. A total of 165 teachers were interviewed in person. A total of 965 hard copies of questionnaires were sent by regular post, out of which 226 were returned and 201 were usable. A total of 1312 soft copies of questionnaires were sent through E-mail. Out of which 989 were returned and 939 were found to be complete in all respects. Thus the total sample for this study was 1305 teachers from 32 districts of Tamil Nadu State, out of which, 48.27 % were males and the remaining 51.73% were females. The average age of the participants was 34.24 ± 9.272 years. The respondent teachers were from five discipline groups: Humanities (24%), Social Science (24%), Natural Science (10%), Formal Science (28%) and Professional (14%). VI. results and discussion 1.5. Reading Behaviour Examining the reading behaviour of the teachers included preference over reading material and reading language; time spent for reading per day; attitude towards reading and also difference in the above mentioned behaviours between male and female teachers, age, and their teaching discipline. Table 1: Preference of reading materials Reading Material Mean SD Mean Rank Mann-Whitney Male Female U Sig. Newspapers 4.41 .892 738.18 573.50 158962.500 .000 Magazines 2.72 .784 582.29 719.00 168075.000 .000 Novel/Fiction 2.24 1.278 591.93 710.00 174150.000 .000 Subject-related books/ journals 3.10 1.155 672.29 635.00 200475.000 .062 Other 2.52 1.654 656.21 650.00 210600.000 .750 The mean score for both male and female teachers indicates that Newspaper was the most read (M = 4.41 ± .892) and Novel/Fiction was the least preferred reading material for the teachers surveyed (M = 2.24 ± 1.278) compared to other reading materials. The second most preferred reading material was Subject-related books and journals (M = 3.10 ± 1.155), followed by Magazines (M = 2.72 ± .784) as the third priority. The fourth in the order of preference was Other categories of reading materials (M = 2.52 ± 1.654). The order of preference for male teachers based on the Mean Rank was: Newspapers, Subject-related books/journals, Others, Novel/Fiction and Magazines. The order of preference for female teachers was different: Magazines, Novel/Fiction, Others, Subject-related books/journals and Newspapers. Figure 1: Gender-wise Preference of Reading Material Statistical significance of differences in the preference of reading material between male and female teachers was examined by Mann-Whitney test process. The grouping variable was gender. Results indicated significant differences between male and female teachers. For example, Newspaper was significantly most preferred by male teachers (MR = 738.18, U = 158962.5, p =.000), whereas Magazines and Novel/Fiction were 738.18 582.29 591.93 672.29 656.21 573.5 719 710 635 650 0 100 200 300 400 500 600 700 800 Gender-wise Preference of Reading Material Mean rank Mean rank
  • 4. Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers… DOI: 10.9790/7388-06111320 www.iosrjournals.org 16 | Page more read by female teachers (U = 168075.000, p = .000 and U = 174150.000, p = .000 respectively). Subject- related Books/Journals were highly preferred by male teachers (MR = 672.29) than compared to female teachers (MR = 635.00), but the difference was not of statistical significance (U = 200475.0, p =.062). Table 2: Preference of reading language Language Mean SD Mean Rank Mann-Whitney Male Female U Sig. Tamil 2.21 .405 611.21 692.00 385065.000 .000 English 2.79 .405 694.79 614.00 414450.000 .000 Other 1.00 - 653.00 653.00 440775.000 1.000 The combined mean scores of language preference for both male and female teachers indicated English as the 1st choice of reading language (M = 2.79 ± .405); Tamil was their second choice of preference (M = 2.21 ± .405) and other languages was their third choice (M = 1.00). Comparison between male and female teachers indicates that for male teachers, 1st preference was English language (MR = 694.79) and second choice was Tamil language (MR = 611.21). Whereas female teachers‟ preference was in the reverse order; their first choice was Tamil language (MR = 692.00) and English was their second language (MR = 614.00). Figure 2: Gender-wise Reading Language Preference Statistical significance of difference in the choice of language of reading material between the male and female teachers was studied by applying Mann-Whitney test. The two groups compared were male and female teachers and the dependent variable was the rank scores of language preference. Results indicated that male and female teachers contrasted significantly in their preference of reading language (p< .0005). Male teachers preferred reading materials in English (MR = 694.79, U = 414450.000, p = .000), whereas female teachers mostly read materials in Tamil language (MR = 692.00, U = 385065.000, p = .000). Table 3: Male and female teachers‟ attitude towards reading Group (Gender) N Reading Attitude t-test Statistics Mean SD t df Sig. Male Teachers 630 3.5586 .46583 12.446 1278.438 .000 Female Teachers 675 3.1993 .57430 Equal variances not assumed (2-tailed) Mean scores indicate Reading attitude of male group was higher (M = 3.5586 ± .46583) than the female group (M = 3.1993 ± .57430). Independent samples t-test statistics shows that that the difference in the mean scores of Reading attitude between male and female groups was statistically significant [t(1278.438) = 12.446, p = .000]. Male teachers had significantly higher level of positive attitude towards reading than compared to their female counterparts. Table 4: Correlation between teachers‟ age and their attitude towards reading Variables Pearson Correlation Age vs. Attitude towards reading r = .181** p = ..000 **. Correlation is significant at the 0.01 level (2-tailed). 611.21 694.79 653 692 614 653 560 580 600 620 640 660 680 700 720 Tamil English Other Gender-wise Reading Language Preference Mean rank Male Mean rank Female
  • 5. Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers… DOI: 10.9790/7388-06111320 www.iosrjournals.org 17 | Page Pearson‟s correlation results showed a positive, statistically significant but weak relationship between Age and Attitude towards reading (r = .181, p < .0005). Only 3.81 per cent of the variations in Attitude towards reading scores was attributed to the changes in Age. Older teachers exhibited slightly higher level of attitude towards reading than younger teachers. The equation y = 3 + 0.01*x describes the association between Age (x) and Attitude towards reading (y). Table 5: Correlation between attitude towards reading and time spent for reading Variables Pearson Correlation Attitude towards reading vs. Time spent for reading r = .512** p = ..000 **. Correlation is significant at the 0.01 level (2-tailed). Positive, strong and statistically significant association was indicated between Attitude towards reading and Time spent for reading (r = .512, p < .0005, 2-tailed). Attitude towards reading explained 26.21 per cent of the variations in the mean score of Time spent for reading. This confirms that teachers who were more positive about reading, spent more time for reading. i.e. reading time duration increased with the increase in the level of positive attitude towards reading. The association can be represented by the equation: y = 2.95 + 0.28 * x, where „y‟ is the Time spent for reading and „x‟ is the mean Attitude towards reading. Table 6: Correlation between teachers‟ age and their time spent for reading Variables Pearson Correlation Age vs. Time spent for reading r = -.044 p = .112 Pearson correlation test results indicate a weak, negative and statistically insignificant relationship (r = -.044, p = .112, 2-tailed) between the teacher‟s Age and their Time spent for reading. Only 0.16 per cent of the variations in the Time spent for reading mean scores was explained by the variations in Age. Results indicate that younger teachers spent almost the same amount of time for reading, as the older teachers. The relationship between Teachers‟ Age (x) and their Time spent for reading (y) can be expressed as the following equation: y = 1.65 – 4.77E-3 * x. Table 7: Male and female teachers‟ time spent for reading Group (Gender) N Time spent for reading t-test Statistics Mean SD t df Sig. Male Teachers 630 1.893 1.1218 15.259 1030.208 .000 Female Teachers 675 1.100 .6885 Equal variances not assumed (2-tailed) Independent samples t-test method was applied to examine to what extent male and female teachers differed in time spent for reading. t-statistics revealed that mean score of reading duration per day for male group (M = 1.893 ± 1.1218 hrs) was significantly greater than the mean score of female group (M = 1.100 ± .6885 hrs per day) [t(1030.208) = 15.259, p = .000]. This leads to the conclusion that male teachers read significantly for a longer time than the female teachers. This may be due to the females‟ household chores which restricts the availability of time for reading. Table 8: Time spent for reading by teachers of different discipline groups Group (Teaching Discipline) N Time spent for reading ANOVA Mean SD F df Sig. Humanities 315 2.071 1.4019 104.188 4 .000 Social science 315 1.286 .4525 1300 Natural science 135 .500 .0100 Formal science 360 1.250 .7917 Professional 180 2.000 .7091 Whether time spent for reading varies with the subjects the teachers taught was examined by One-way Analysis of Variance method. Teaching subjects were grouped into five categories of disciplines as shown in the above table. Statistically significant difference on the average time spent for reading per day was found between the five discipline groups [F(4, 1300) = 104.188, p = .000]. Further multiple comparisons Post-hoc test
  • 6. Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers… DOI: 10.9790/7388-06111320 www.iosrjournals.org 18 | Page using Tukey HSD method revealed that except between Humanities vs. Professional and Social Science vs. Formal Science discipline pair of groups (p> .05), all other pairs of combinations of discipline groups differed significantly (p< .0005), Teachers associated with Natural Science spent significantly the least time (just half- an-hour per day) for reading (M = 0.500 ± .01 hour per day) compared to other subject teachers. Whereas, teachers of Humanities subjects (M = 2.071 ± 1.4019 hours per day) and teachers dealing with Professional subjects (M = 2.000 ± .7091 hours per day) spent significantly more time (about two hours per day) for reading than compared to time spent by teachers of other disciplines. 1.6. Predictive Model The following steps were involved in developing the Predictive Model: (1) Optimizing the number of variables by (i) Pearson‟s correlation, (ii) Tolerance & VIF colleniarity statistics, (iii) Adjusted R square, (iv) Mallow‟s Cp and (v) Prediction Sum of Squares (PRESS), (2) Model significance and (3) developing the predictive equation. Table 9: Pearson‟s Correlation Matrix (Sig. 1-tailed) Variables Teacher Efficacy Attitude towards Teaching Attitude towards Reading Time spent for Reading Experience Age Attitude towards Teaching (AT) .667 (p =.000) Attitude towards Reading (AR) .591 (p =.000) .635 (p =.000) Time spent for Reading (TR) .573 (p =.000) .483 (p =.000) .512 (p =.000) Experience (EX) .377 (p =.000) -.085 (p =.001) .375 (p =.000) .098 (p =.000) Age .241 (p =.000) -200 (p =.000) .181 (p =.000) -.044 (p =.056) .922 (p =.000) Gender .233 (p =.000) .304 (p =.000) .324 (p =.000) .395 (p =.000) -.006 (p =.411) .057 (p =.020) Pearson correlation r-values for Age (r = .241) and Gender (r = .233) with the dependent variable were less than the minimum recommended value .3. Also correlation between the two independent variables Age and Experience was greater than .7 (r = .922). Hence the independent variables, Age and Gender were excluded [43]. The remaining four independent variables satisfied the multicollinearity assumptions. Table 10: Coefficient: Teacher Efficacy Predictor Variables Model 4 Unstandardized Coefficients Std. Coeff t Sig. Correlations Collinearity Statistics B Std. Error Beta Zero- order Partial Part Tole- rance VIF (Constant) 1.669 .041 41.068 .000 Attitude towards Teaching .390 .013 .664 29.079 .000 .667 .628 .448 .455 2.198 Attitude towards Reading -.096 .016 -.148 -5.957 .000 .591 -.163 -.092 .383 2.608 Time spent for reading .102 .007 .283 15.354 .000 .573 .392 .236 .696 1.437 Experience .029 .001 .461 24.760 .000 .377 .566 .381 .684 1.462 Tolerance scores for the four predictor variables were > .1. VIF values for all the four predictor variables are < 10. The commonly used cut-off point for VIF was > 10, i.e. VIF values above 10 would be an indication of multicollinearity [42]. Therefore, the variables included in the proposed model have not violated the multicollinearity assumption. Residuals statistics showed maximum value of Cook‟s Distance as .003, which was < 1, and is quite safer [43]. Outliers were checked by inspecting Mahalanobis distances from the residuals statistics. The maximum Mahalanobis distance value was 10.844, which is less than the Critical Chi-square value 18.467 for 4 df, at .001 alpha level [44]. Casewise diagnostics revealed none of the cases‟ standardized residual value was above 3.0 or below -3.0 [44]. The t-statistics shows that the four independent variables of the model were significant predictors of the dependent variable (p< .0005). Attitude towards Teaching (AT) explained 44.49 per cent of the variance in the mean scores of Teacher Efficacy (TE) (r = .667, p = .000), which was the highest significant contributor. About 34.93 per cent of the variance was attributed to Attitude towards Reading (AR) (r = .591, p = .000) and 32.83 per cent was explained by Time spent for Reading (TR) (r = .573, p = .000). Experience was attributed to 14.21 per cent of variance in Teacher Efficacy (r = .377, p = .000). The unstandardized coefficients show the highest B value of .390 for Attitude towards Teaching. This means, Attitude towards Teaching, made the strongest unique contribution in explaining the dependent variable Teacher Efficacy, when the variances explained by the other three predictor variables in the model were
  • 7. Impact of Reading Behaviour on Teacher Efficacy among Arts and Science College Teachers… DOI: 10.9790/7388-06111320 www.iosrjournals.org 19 | Page controlled for. The second highest significant unique contribution was by Time spent for reading (.102). Experience was the third unique contributor (.029) and the fourth was Attitude towards reading (-.096). Table 11: Model Summary: Teacher Efficacy Model R R Square Adjusted R Square Std. Error of the Estimate Mallows Cp PRESS ANOVA df F Sig. 1 .667a .445 .445 .26854 1037.1 94.2 1, 1303 1046.784 .000 2 .797b .635 .634 .21800 240.7 62.1 2, 1302 1131.721 .000 3 .827c .683 .683 .20311 38.5 53.9 3, 1301 935.532 .000 4 .832d .692 .691 .20047 5.0 52.5 4, 1300 729.116 .000 a. Predictors: (Constant), Attitude towards Teaching b. Predictors: (Constant), Attitude towards Teaching, Experience c. Predictors: (Constant), Attitude towards Teaching, Experience, Time spent for reading d. Predictors: (Constant), Attitude towards Teaching, Experience, Time spent for reading, Attitude towards Reading Stepwise regression was applied. Stepping method criteria was set at probability of F entry = .05 and removal = .10. Compared to the four models, adjusted R Square value for model-4 explained 69.1 per cent of variance (the highest %) in the Teacher Efficacy and the model reached statistical significance [F(4, 1300) = 729.116, p = .000], which was a good level of prediction. SEE for model-4 indicated that Teacher Efficacy prediction was off by .20 – the lowest. Mallows Cp value for model-4 was the closest to the number of variables (C4 = 5.0). Cross-validation, based on Prediction Sum of Squares (PRESS) also indicated the lowest PRESS value 52.5 [45] for model No. 4. To sum up, adjusted R Square, SEE, Mallows Cp, PRESS and ANOVA p-value confirmed the statistically significant contribution of the independent variables: Attitude towards Teaching (AT), Attitude towards Reading (AR), Time spent for Reading (TR) and Teaching Experience (EX), in predicting the criterion variable and thus ensured the good fitness of model No.4, compared to the other three models. Equation to predict Teacher Efficacy using the four independent variables of model-4 is given below. Y'i = b0 + b1X1 + b2X2 + … + bkXk Teacher Efficacy (TE) = 1.669 + .390*AT – .096*AR + .102*TR + .029*EX VII. Conclusion This study is significant as it associates the independent variable Attitude towards reading and the dependent variable Teacher efficacy, which, it seems have not been given much attention. The findings of this study asserted that reading habit of teachers resulted in improved teacher efficacy. Reading expands one‟s knowledge, reasoning power and learning skill. When teachers have positive attitude towards reading and reading habit, students eventually get motivated towards reading. But results indicated that time spent for reading and interest in reading among the teaching community was very less. Students can be effectively motivated towards inculcating reading habit, only when the teachers have positive attitude and interest towards reading. Studies have shown positive association between students‟ attitude towards reading and learning skill. Hence teachers should put in more efforts, to develop interest in reading among the students. Teacher training programs should be effective in developing and improving the reading habit among the trainee teachers and should be trained to motivate students. References [1] K.S. Kanti, A study of the relationship between teacher attitude and teaching aptitude of prospective secondary school teachers, International Journal of Education and Psychological Research, (2)4, 2013, 95-98. 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