Abstract:
This research study aimed to analyze the lexical density and readability of Pakistani English Newspaper and so, to suggest their suitability for the level of students. Eight newspapers from four genres were selected as sample. The theory of Systemic Functional Linguistics based on the theory of lexical density by Ure (1971) was applied for finding lexical density and readability indices by using content analysis design through an online text analyzer software. Readability values were compared with the Flesch Reading Ease Scale. The results of this study showed that lexical density values of all genres were greater than 40% according to the Flesch Reading Ease Scale. All the texts were lexically dense having a greater number of contents carrying lexical items as compared to grammatical items. The findings of study could also be applied to academic textbooks in order to check complexity and suitability according to the level of the students
Key Words:
Lexical Density, Readability, Newspaper, Lexical Items, Grammatical Items, Flesch Reading Ease Scale
Introduction
Purpose of the Study
English language being a second language is taught as a subject in almost all institutions in Pakistan. English is learned through many media and newspapers are one of these sources. Newspapers are mostly incomprehensible for many undergraduate students because of the complexity of the language used here. This causes a lack of comprehension abilities. One of the root causes of this situation is the lexical density of the text affecting the readability of the text. Lexical density deals with the proportion of words in text (Nesia, 2014). It is the ratio of lexical and grammatical items. Lexical items consist of verbs, adjectives, nouns, and adverbs. Lexical density is used to describe content carrying lexical items as proportional to the total number of items in the text. The high proportionality of lexical items as compared to grammatical functional items contains more information causing problems in readability. The lexical density of the English newspaper Dawn in the present study is analyzed by using Ure's (1971) theory and the Flesch Reading Ease Scale adapted from Curtis and Hassan (2002) which contains readability values based on grade level. Based on the identification of the problem, the researchers investigate the level of complexity and understanding of Dawn Newspaper. Lexical density and readability indices help in finding the complexity and simplicity of the text and the level of understanding according to the grade level. This research would be significant to enhance the knowledge of the researchers about lexical density and readability in reading newspapers. Furthermore, the study focuses on finding out the type of genre having high lexical density and readability in reading the text of the Pakistani English newspaper Dawn.
Literature Review
The concept of lexicality is significant while describing lexical density. Lexical density deals with the total number of contents carrying vocabulary in text (Vera et al., 2016). It can be used for discourse or text analysis by measuring the ratio of function or content words (Sholichatun, 2011). Measuring the lexical complexity of printed texts is well-established (Alghamdi, Gruba, Masrai, & Velloso, 2023), having more lexical density than spoken texts (Khorina, & Handani, 2022). If the text has a greater number of lexical items (Le, Yue & Le, 2011) as compared to grammatical items, it means the text has greater lexical density (Rahmansyah, 2012). Grammatical items do not give much information in a text but create a connection between ideas in a sentence (Ninio, 2018). Readability is the level of understanding or degree of easiness and difficulty by which text can be understood by the reader. It deals with the probability that text content is apprehended by the reader, which should be distinguished from certainty, a degree of how comfortably individual characters or letters can be differentiated from each other and how they are interpreted in the form of a text (Lumepa, Tuna & Andries, 2022). A text is considered to be more readable when features of the text make it understandable for the reader to bring out required or desired knowledge (Smeuninx et al., 2016). Readability is the degree of easiness or difficulty of the text that can be understood by the readers and comprehended for a particular purpose (Pikulski, 2002). Woods, Moscardo, and Greenwood (1998) proposed that text readability is used to highlight the complexity of the written language and to indicate the reading or educational level that is required to comprehend the text. The formulas of readability are accessible to people through different online sites. Instead of typing, users can copy the text and paste it into online text analyzer software and simply get the estimate of readability (Dubay, 2007).
Flesch Reading Ease Formula is as follows:
Score=206.835-(1.015×ASL)-(84.6×ASW)
Score=Position on a scale of 0-100
ASL (Average Sentence Length) =(( Number of words)/(÷number of sentences))
ASW(Average Number of Syllables per Word)=(( Number of syllables)/(÷ number of words))
Flesch Reading Ease Formula calculates readability ease value on a scale ranging from 0-100. It shows how to find readability ease value and grade level on a scale. The value between 0-30 signifying ‘very difficult,’ for postgraduate level, 30-50 signifying ‘difficult’ for undergraduates, 50-60 signifying ‘fairly difficult’ for grade 10-12 level, 60-70 signifying ‘standard’ for 8-9 grade, 70-80 signifying ‘fairly easy’ for grade 7, 80-90 signifying ‘easy’ for grade 6, 90-100 signifying ‘very easy for grade 5.
Table 1 Flesch Reading Ease Scale
Flesch Reading Ease |
Description of Style |
Education Attainment Level |
0-30 |
Very difficult |
Postgraduate |
30-50 |
Difficult |
Undergraduate |
50-60 |
Fairly difficult |
Grade 10-12 |
60-70 |
Standard |
Grade 8-9 |
70-80 |
Fairly easy |
Grade 7 |
80-90 |
Easy |
Grade 6 |
90-100 |
Very easy |
Grade 5 |
Note: Original Flesch Reading Ease Scale (Courtis &
Hassan, 2002, p. 406)
Various
researches have been carried out regarding lexical density and readability. Prawinanto
and Bram (2020) conducted a study of English high school textbooks. The
outcome of this research indicated that the grade-X textbook of English by the
Indonesian Government was convenient for students. Purnomo
(2016) investigated the difficulties that arise as a result of
complex grammatical use of descriptive and narrative texts in the English book
of Grades VII, VIII, and IX of Private Junior Islamic High School in Medan. Satriwan
(2018) analyzed the content and grammatical words of English
reading texts from junior high school. The results showed that three were under
the low category, and two had high lexical density. Costantini
and Fuse (2022) examined the readability of textual knowledge on COVID-19
vaccination that was present online in articles in newspapers in Asia. Sari
and Ekawati (2021) applied a quantitative method by highlighting the lexical
density in Reader’s Digest Magazine. Pratiwi,
Farikah, and Indriani (2018) analyzed the lexical density and
readability of textbooks of level 4. To, Fan and Thomas (2013)
examined the lexical density and readability of texts from English textbooks.
These textbooks were known as Active Skills for Reading at elementary and
intermediate, pre-medium, and upper levels. This study used three methods Ure
(1971) and Flesch (1948) for finding lexical density and readability. Lukmana
and Gunawan (2021) took the contended disputed articles from the UU Cipta
Kerja to highlight the lexical density. The results showed that a high lexical
density index, namely 10.81 was found in disputed articles related to
employment. This showed complexity in content thus making it difficult for the
common reader.
The lexical density level of different textbooks could be different in
different sectors like public and private schools which in turn could be
appropriate or not to the level of students learning a second language (Fadhil, Gunawan, & Wirza, 2023), which is
further influenced by type of language and genres understudy (Liu,
2022)
and level of students
(Rizkiani, Mahdi, & Sujatna, 2022).
So, to consider the needs of the reader, it is necessary to clarify the
language, reduce the formality of the text, and improve the understanding of
the reader. The current research will be new and significant in analyzing the
lexical density and readability of English Newspaper Dawn.
Methodology
This research used descriptive content analysis as a research design. Descriptive research means that the data of the study are explained or described (Allan, 2020). The descriptive method is significant for highlighting the diversity of educational issues and problems. In educational research, descriptive studies play an important role. It enhances the knowledge of people about educational processes by illustrating the results in a particular way by using several tables and scores (Gay, 2018). The data of the study was based on the lexical density of the Dawn newspaper. The newspapers published from February until March 2022, based on four genres; Sports, Education, Business, and Science were selected through a nonrandom purpose sampling. A total of 8 reading texts based on 4 genres were analyzed through the descriptive qualitative method by using Ure's (1971) proposed formula for lexical density theory and the Flesch Reading Ease Scale for finding readability. Readability values were assessed through online text analyzer software and judged according to the Flesch Reading Ease Scale. The researchers used the Flesch formula for measurement because it is the most reliable, experimented, and popular formula. The researchers identified content carrying lexical items (nouns, verbs, adverbs, and adjectives) and grammatical items (prepositions, conjunctions, determiners, and pronouns) from each of the selected texts of the newspaper for determining lexical density. The researcher copied the specific part of the text, pasted it into different sheets, and entered it into text analyzer software to determine readability. For the analysis of the lexical density of Dawn Newspaper, the researchers identified the content-carrying items and grammatical items. The lexical items were labeled in bold form and non-content-carrying items or grammatical words were shown in italics. The content-carrying lexical items, and then the total number of items present in the text were counted. The sum of lexical items and grammatical items gives rise to a total number of items. By measuring the value of lexical density, the theory of Systemic Functional Linguistics based on the lexical density theory of Ure (1971) was applied, which is a significant process for exploring the text.
Lexical Density=(Number of lexical items)/(÷Total number of words)
Based on this measurement, if the number exceeds 40%, it accounts for a high lexical density level. Khamahani (2015) proposed that if the lexical density level exceeds 50%, it shows high lexical density. Data was analyzed to highlight the level of lexical density of the Dawn newspaper. To analyze the readability of Dawn newspaper, the researcher copied a specific part of the text, pasted it into different sheets, and entered it into a readability assessor site called https://seoscout.com/tools/text-analyzer. This site provided the score of readability based on the Flesch formula. Dubay (2006) stated that it is one of the most popular formulas and most tested and reliable.
Score=206.835-(1.015×ASL)-(84.6×ASW)
Score=Position on a scale of 0-100
ASL (Average Sentence Length) =((number of words)/(÷number of sentences))
ASW(Average Number of Syllables per Word)=((number of syllables)/(÷ number of words))
It showed readability indices by providing the word count, total number of sentences, and syllables. Moreover, the researchers judged readability by comparing the values with the Flesch Reading Ease Scale adapted from Courtis and Hassan (2002) which contains readability values based on a grade level ranging from 0-100. After analyzing the values, the researchers highlighted the genre having high or low lexical density and readability.
Results
For the analysis of readability, the researcher used text analyzer software to get the readability indices. Following are the details of the lexical density of each text found in newspapers. The table shows the lexical density and level of the density for selected texts from the Dawn newspaper.
Table 2 Level of Lexical Density
Aspect (Texts) |
Lexical Density |
Level of Density |
Text 1 |
57.25 |
High |
Text 2 |
52.42 |
High |
Text 3 |
54.05 |
High |
Text 4 |
57.95 |
High |
Text 5 |
60.62 |
High |
Text 6 |
61.15 |
High |
Text 7 |
61.28 |
High |
Text 8 |
55.20 |
High |
The lexical density of the sports genre that contains text 1 and text 2 was
57.25 and 52.42 respectively. Text
3 and text 4 of the education genre had a lexical density of 54.05 and 57.95
respectively. Text 5 and text 6 likewise had a lexical density of 60.62 and
61.15 respectively, which were taken from the business genre. Science genre
having text 7 and text 8 had lexical densities of 61.28 and 55.20,
respectively. Based on Ure (1971), all texts of all sections had
high lexical density because their value exceeded 40%. Following
are the details of the readability indices of each text found in the newspaper
and the suitability of the text for different grades.
Table 3 Readability Indices
Aspect (Text) |
Readability |
Suitability for Grade |
Text 1 |
58% |
10-12 |
Text 2 |
55.9% |
10-12 |
Text 3 |
60.9% |
8-9 |
Text 4 |
36.3% |
Undergraduate |
Text 5 |
31% |
Undergraduate |
Text 6 |
37.2% |
Undergraduate |
Text 7 |
45.1% |
Undergraduate |
Text 8 |
38.9% |
Undergraduate |
The readability value
of sports genres was 58% and 55.9%, respectively. The first text contained 656
words, 30 sentences, and 943 syllables. The second text contained 848 words, 47
sentences, and 1308 syllables. By comparing the readability value with the
Flesch Reading Ease Scale as shown in Table 2, it was concluded that texts 1
and 2 of the sports correspondent were fairly difficult in style and suitable
for 10-12 grade students. Text 3 and text 4 of the education genre had
readability indices of 60.9% and 36.3%. the first text contained 528 words, 27
sentences, and 810 syllables. The second text contained 455 words, 20
sentences, and 785 syllables. Interestingly, the first text of the Education
Correspondent was standard in style and suitable for grade 8-9 level students
but the second text of the Education Correspondent was difficult in style and
suitable for undergraduate-level students. The data shows that different texts
of the same correspondent have suitability for different grade levels. Text 5
and text 6 had readability values of 31% and 37.2% that were taken from the
business genre. The readability value of the first text was 31%. It contained
549 words, 21 sentences, and 1023 syllables, while the second text contained
288 words, 11 sentences, and 475 syllables. Both the texts by comparing the
readability value with the Flesch Reading Ease Scale as shown in Table 2, of
the business correspondent were difficult in style and suitable for
undergraduate-level students. Science genre having text 7 and text 8 had
readability values of 45.1% and 38.9%, respectively. The first text contained
295 words, 11 sentences, and 463 syllables, while the second text contained 341
words, 11 sentences, and 557 syllables. By comparing the readability value with
the Flesch Reading Ease Formula as shown in Table, it is concluded that both
texts of the Science Correspondent were difficult and suitable for
undergraduate-level students. Lexical density was constituted of the number of
lexical items as proportional to the total number of items in the text. These
levels showed whether the text consisted of narrow or large consideration of
vocabulary words. If the text contained a greater number of content-carrying
lexical items as compared to non-content-carrying items (grammatical items), it
means the text consisted of a greater extent of vocabulary words.
Table 4 The Level of Dense Vocabulary in Texts
Text |
Content Carrying Lexical Items |
Non-Content Carrying Lexical Items |
Total Number of Lexical Items |
Level of Dense Vocabulary |
Lexical Density |
Text 1 |
351 |
262 |
613 |
Large |
57.25 |
Text 2 |
378 |
343 |
721 |
Large |
52.42 |
Text 3 |
280 |
238 |
518 |
Large |
54.05 |
Text 4 |
255 |
185 |
440 |
Large |
57.95 |
Text 5 |
348 |
226 |
574 |
Large |
60.62 |
Text 6 |
170 |
108 |
278 |
Large |
61.15 |
Text 7 |
201 |
127 |
328 |
Large |
61.28 |
Text 8 |
159 |
129 |
288 |
Large |
55.20 |
In the
first text, the lexical density level contained large vocabularies, having 351
content-carrying items and 262 grammatical items. Thus, the lexical density was
57.25. In the second text, the lexical density level contained large
vocabularies, having 378 lexical items, 343 non-content carrying items, and a
lexical density was 52.42. The third text contained 280 lexical items and 238
functional items. It contained a large number of vocabularies and lexical
density was 54.05. The fourth text contained 255 lexical words and 185
grammatical words. Lexical density level contained larger vocabularies. The
fourth text had a lexical density of 57.95. The level of lexical density of the
fifth text constituted vocabularies in large numbers containing 348 lexical
words, and 226 functional items and had a lexical density of 60.62. The sixth
text had dense vocabularies. It contained 170 content-holding items and 108
non-content-holding items. It had a lexical density of 61.15. The lexical
density level of the seventh text contained dense vocabularies. It had 201
content-holding lexical items 127 non-content-holding words and a lexical
density was 61.28. The lexical density level of the eighth text had dense
corresponding vocabularies containing 159 content lexical words and 129
noncontent functional words. Thus, had a lexical density of 55.20.
Table 5 The Row of Highest to Lowest Lexical Density in Texts of Dawn Newspaper
Aspects (Text) |
Text Title |
Lexical Density |
Text 7 |
Sanctions could cause space station to crash: Roscosmos |
61.28 |
Text 6 |
Banks directed to employ 20pc women |
61.15 |
Text 5 |
Penalization of paying power consumers opposed |
60.62 |
Text 4 |
Malakand division to be the hub of educational activities:
CM |
57.95 |
Text 1 |
Ton-up Imamul Haq punishes faltering Australia in 1st
Test |
57.25 |
Text 8 |
Giant ice volcanoes identified on Pluto |
55.20 |
Text 3 |
Taliban fear educated women, quip schoolgirls |
54.05 |
Text 2 |
Football: Girls just want to play |
52.42 |
The
above table highlights that the highest level of lexical density was 61.28 in
the seventh text in the Science Correspondent news. The lowest lexical density
level of 52.42 was observed in education correspondent news. A total of 8 texts
based on four genres of Dawn Newspaper were analyzed. According to Ure's (1971)
formula, if the lexical density of written text is above 40% it accounts for
high lexical density. If the level of lexical density is below 40%, it accounts
for low lexical density. Readability was obtained through online text analyzer
software based on the Flesch Formula. The readability indices were analyzed by
comparing them with the Flesch Reading Ease Scale which contained values
ranging from 0-100. The table below displays the distribution of lexical
density and readability for text.
Table 6 Average Lexical Density Values of Genres of Dawn Newspaper
Genre |
Text Aspect |
|
Sport Correspondent |
Text 1 |
54.83 |
|
Text 2 |
|
Education Correspondent |
Text 3 |
56 |
|
Text 4 |
|
Business Correspondent |
Text 5 |
60.88 |
|
Text 6 |
|
Science Correspondent |
Text 7 |
58.24 |
|
Text 8 |
|
The above table shows the average values of lexical density
of the genre of Dawn Newspaper as follows: The first genre of sports
correspondent had an average value of lexical density of 54.83. The second
genre of education correspondent was 56. The third genre of business
correspondent was 60.88. The fourth genre of science correspondent was 58.24.
Table 7 Average values of Content and Non-Content Carrying Lexical Items
Text Aspect |
Content Carrying Lexical Items |
Non-Content Carrying Lexical Items |
Average Values of Lexical Items |
Average Values of Grammatical Items |
Text 1 |
351 |
262 |
364 |
302.5 |
Text 2 |
378 |
343 |
|
|
Text 3 |
280 |
238 |
287.5 |
211.5 |
Text 4 |
255 |
185 |
|
|
Text 5 |
348 |
226 |
259 |
167 |
Text 6 |
170 |
108 |
|
|
Text 7 |
201 |
127 |
180 |
128 |
Text8 |
159 |
129 |
|
|
The
above table shows average values of content and non-content carrying lexical
items of the genre of Dawn Newspaper. The average value of content carrying
lexical items of the First genre of Sports Correspondent was 364 and
non-content carrying lexical items was 302.5. The education genre had 267.5
content-holding words and 211.5 non-content-holding items. The business genre
had 259 lexical items and 167 non-content-carrying items. The content carrying
lexical words and grammatical words of the science genre were 180 and 128
respectively.
Table 8 The Level of Dense Vocabulary in Texts
Text |
Content Carrying Lexical Items |
Non-Content Carrying Lexical Items |
Total Number of Lexical Items |
Level of Dense Vocabulary |
Lexical Density |
Text 1 |
351 |
262 |
613 |
Large |
57.25 |
Text 2 |
378 |
343 |
721 |
Large |
52.42 |
Text 3 |
280 |
238 |
518 |
Large |
54.05 |
Text 4 |
255 |
185 |
440 |
Large |
57.95 |
Text 5 |
348 |
226 |
574 |
Large |
60.62 |
Text 6 |
170 |
108 |
278 |
Large |
61.15 |
Text 7 |
201 |
127 |
328 |
Large |
61.28 |
Text 8 |
159 |
129 |
288 |
Large |
55.20 |
In the first text, the lexical density level contained large
vocabularies, having 351 content-carrying items and 262 grammatical items. The
lexical density was 57.25. In the second text, the lexical density level
contained large vocabularies, having 378 lexical items, and 343 non-content
carrying items, and lexical density was 52.42. The third text contained 280
lexical items and 238 functional items. It contained a large number of
vocabularies and lexical density was 54.05. The fourth text contained 255 lexical
words and 185 grammatical words. Lexical density level contained a large
vocabulary. The fourth text had a lexical density of 57.95. The level of
lexical density of the fifth text constituted vocabularies in a large number
containing 34 lexical words, and 226 functional items, and had a lexical
density of 60.62. The sixth text had dense vocabularies. It contained 170
content-holding items and 108 non-content-holding items. It had a lexical
density of 61.15. The lexical density level of the seventh text contained dense
vocabularies. It had 201 content-carrying lexical items 127 non-content holding
words and a lexical density was 61.28. The lexical density level of the eighth
text had dense corresponding vocabularies containing 159 content lexical words
and 129 functional words. Thus, had a lexical density of 55.20.
Table 9 Average Readability Values of Genres of Dawn Newspaper
Genre |
Text Aspect |
Average Value of Readability |
Sport Correspondent |
Text 1 |
56.95 |
|
Text 2 |
|
Education Correspondent |
Text 3 |
48.6 |
|
Text 4 |
|
Business Correspondent |
Text 5 |
34.15 |
|
Text 6 |
|
Science Correspondent |
Text 7 |
42 |
|
Text 8 |
|
The
above table shows average values of readability of the genre of Dawn Newspaper.
The first genre of sports correspondent had an average value of readability was
56.95. The second genre of education correspondent was 48.6. The third genre of
business correspondent was 34.15. The fourth genre of science correspondent was
42. By comparing the average values with the Flesch Reading Ease Scale, it was
concluded that the first genre of sports correspondent having an average value
of 56.95 was fairly difficult for Grade 10-12 level students. The second genre
of education correspondent had an average value of 48.6 and was difficult for
Undergraduates. The third genre of business correspondent had an average value
of 34.15 and was difficult for undergraduate-level students. The fourth genre
of science correspondent had an average value of 42 and was difficult for
Undergraduate level students.
Conclusion
After analyzing the lexical density of the reading text of Dawn newspaper. After the analysis of data by applying the Flesch Reading Ease formula and judging the readability through the Flesch Reading Ease Scale, the researcher found that the business genre of Dawn newspaper is less understandable than other genres for undergraduates of the universities. After the business genre, the science genre was difficult with a higher average readability value difficult and suitable for undergraduates. The education genre was found difficult in style description and suitable for undergraduates. The sports genre had a fairly difficult readability value suitable for 10-12-grade students. The findings of this study studied by applying Ure’s (1971) theory revealed that the lexical density of all genres of Dawn newspaper was higher than 40%, showing that all the texts were lexically dense. Thus, it is concluded that all the texts had a high number of content-carrying lexical items as compared to grammatical items. Moreover, a readability score predicts that the education, business, and science genres were difficult and suitable for undergraduates. The sports genre was fairly difficult in style description and suitable for grade 10-12 level students. It is suggested that other researchers gain help and consider this study as a reference for further research on lexical density and readability by studying it in terms of the contents of newspapers already learned by students. Moreover, the findings of this study can also be applied to academic textbooks to find whether a particular text is difficult or appropriate for a particular grade. It is recommended that text should have a balance between lexical items and grammatical items as they are not so easy or difficult for understanding of the reader. Additionally, the results can help English teachers access the material and select the ones that meet the demands of their students and have the right lexical density and readability.
References
-
Akanda, A., & Haque, M. A. (2013). Newspaper reading habits of university graduate students in Bangladesh: A case study. International Journal of Research in Applied, Natural and Social Sciences (IMPACT: IJRANSS), 1(3), 1-8.
-
Alghamdi, E. A., Gruba, P., Masrai, A., & Velloso, E. (2023). The use of lexical complexity for assessing difficulty in instructional videos. Language Learning & Technology, 27(1), 1- &n
-
Brown, H. M., Oram-Cardy, J., & Johnson, A. (2012). A Meta-Analysis of the reading comprehension skills of individuals on the autism spe
-
Courtis, J. K., & Hassan, S. (2002). Reading ease of bilingual annual reports.
-
Mills, G. E., & Gay, L. R. (2018). Educational research: Competencies for Analysis and Applications. Pearson.
-
Fadhil, A., Gunawan, W., & Wirza, Y. (2023). Lexical Density in EFL Indonesian Textbooks: A Comparative Analysis. JALL (Journal of Applied Linguistics and Literacy), 7(1), 121. <
-
Halliday, M., Matthiessen, C. M., Halliday, M., & Matthiessen, C. (2014). An introduction to functional grammar. In Routledge eBooks.
-
Heese, J., Pérez-Cavazos, G., & Peter, C. D. (2022). When the local newspaper leaves town: The effects of local newspaper closures on corporate misconduct. Journal of Financial Economics, 145(2), 445–463.
-
Khamahani, G. (2015). A corpus-based analysis of Tehran Times and Azeri news headlines: focus on lexical density and readability. International Journal of Humanities Social Sciences and Education. 2(1), 12-16.
-
Khorina, M., & Handani, W. Z. (2022). Comparing the lexical density of spoken and written news. Linguistics and ELT Journal/Linguistics and Elt Journal, 10(2), 18.
-
Le, T., Yue, Y., & Le, Q. (2011). Linguistic Complexity and its Relation to Language and Literacy Education.
-
Liu, J. (2022). Lexical features of economic legal policy and news in China since the COVID-19 outbreak. Frontiers in Public Health, 10.
-
Lukmana, I., & Gunawan, W. (2021). Lexical density in UU Cipta Kerja: A case study of controversial articles. In Proceedings of the Tenth International Conf
-
Lumepa, R. A., Tuna, J. R., & Andries, F. A. (2022). Readability Assessment of reading texts in Pathway to English for SMA/MA Grade X. Kompetensi
-
Malik, M., Emzir, E., & Akhadiah, S. (2017). The influence of Learning Techniques and Schemata Levels in Ability to Read English Academic Text. JETL (Journal of Education, Teaching, and Learning), 2(2),
-
Nesia, B. H., & Ginting, S. A. (2014). LEXICAL DENSITY OF ENGLISH READING TEXTS FOR SENIOR HIGH SCHOOL. Register, 3
-
Ninio, A. (2018). Learning to structure sentences through the acquisition of grammatical words: Introduction to the special issue on the role of grammatical words in
-
Pikulski, J. J. (2002). Readability. Mifflin Company. University of Delaware.
-
Pratiwi, Y., Farikah, F., & Indriani, L. (2018). AN ANALYSIS OF LEXICAL DENSITY AND READABILITY IN READING TEXT ON ENGLISH TEXTBOOK USED BY FORM 4 LEVEL OF SECONDARY SCHOOL STUDENTS IN SMKB
-
Prawinanto, A., & Bram, B. (2020). ADJECTIVE AND NOUN CLAUSE LEXICAL DENSITY IN AN ENGLISH TEXTBOOK F
-
Pujiati, R., & Pramudyawardhani, S. (2021). Grammatical Intricacy and Lexical Density on Genres in Na
-
Purnomo, M. D. (2016). Grammatical intricacy and lexical density in the texts of English handbook at private Islamic Junior High School Level in Medan. Ihya al-ArabiyahJournal Pendidikan Bahasa dan Sastra Arab, 2(2), 11-16&
-
Rahmansyah, H. (2012). Grammatical intricacy and lexical density of the SMA student’s textbooks. London: Rutledge.
-
Rizkiani, D., Mahdi, S., & Sujatna, E. T. S. (2022). Lexical density and readability of the FACIL’s ‘Advanced Learning Textbook’ for Indonesian high school students. Al-Ishlah
-
Sari, A. N., & Ekawati, R. (2021). LEXICAL DENSITY IN READER’S DIGEST MAGAZINE. Prosodi, 15(1), 17–22.
-
Satriwan, J. (2018). Lexical density of reading texts in English on Sky (VIII) Textbook published by Erlangga. New York: Sage.
-
Sholichatun, S. (2011). Content analysis of reading materials in English on Sky textbook for junior high school. Lain Walisongo.
-
Smeuninx, N., De Clerck, B., & Aerts, W. (2016). Measuring the readability of Sustainability Reports: A Corpus-Based Analysis through Standard Formulae and NLP. International Journal of Business Communication, 57(1), 52–85.
-
Tiedemann, J. P. (2011). New literacies, new contexts? A theoretical definition of reading context.
-
Ure, J. (1971). Lexical density and register differentiation applications of linguistics. Selected papers of the Second International Congress of Applied Linguistics, (33), 443-452.
-
Woods, B., Moscardo, G., & Greenwood, T. (1998). A critical review of readability and comprehensibility tests. Journal of Tourism Studies, 9(2), 49-61.
-
Woolley, G. (2011). Reading comprehension: Assisting Children with Learning Difficulties. Springer Science & Business Media.
-
Akanda, A., & Haque, M. A. (2013). Newspaper reading habits of university graduate students in Bangladesh: A case study. International Journal of Research in Applied, Natural and Social Sciences (IMPACT: IJRANSS), 1(3), 1-8.
-
Alghamdi, E. A., Gruba, P., Masrai, A., & Velloso, E. (2023). The use of lexical complexity for assessing difficulty in instructional videos. Language Learning & Technology, 27(1), 1- &n
-
Brown, H. M., Oram-Cardy, J., & Johnson, A. (2012). A Meta-Analysis of the reading comprehension skills of individuals on the autism spe
-
Courtis, J. K., & Hassan, S. (2002). Reading ease of bilingual annual reports.
-
Mills, G. E., & Gay, L. R. (2018). Educational research: Competencies for Analysis and Applications. Pearson.
-
Fadhil, A., Gunawan, W., & Wirza, Y. (2023). Lexical Density in EFL Indonesian Textbooks: A Comparative Analysis. JALL (Journal of Applied Linguistics and Literacy), 7(1), 121. <
-
Halliday, M., Matthiessen, C. M., Halliday, M., & Matthiessen, C. (2014). An introduction to functional grammar. In Routledge eBooks.
-
Heese, J., Pérez-Cavazos, G., & Peter, C. D. (2022). When the local newspaper leaves town: The effects of local newspaper closures on corporate misconduct. Journal of Financial Economics, 145(2), 445–463.
-
Khamahani, G. (2015). A corpus-based analysis of Tehran Times and Azeri news headlines: focus on lexical density and readability. International Journal of Humanities Social Sciences and Education. 2(1), 12-16.
-
Khorina, M., & Handani, W. Z. (2022). Comparing the lexical density of spoken and written news. Linguistics and ELT Journal/Linguistics and Elt Journal, 10(2), 18.
-
Le, T., Yue, Y., & Le, Q. (2011). Linguistic Complexity and its Relation to Language and Literacy Education.
-
Liu, J. (2022). Lexical features of economic legal policy and news in China since the COVID-19 outbreak. Frontiers in Public Health, 10.
-
Lukmana, I., & Gunawan, W. (2021). Lexical density in UU Cipta Kerja: A case study of controversial articles. In Proceedings of the Tenth International Conf
-
Lumepa, R. A., Tuna, J. R., & Andries, F. A. (2022). Readability Assessment of reading texts in Pathway to English for SMA/MA Grade X. Kompetensi
-
Malik, M., Emzir, E., & Akhadiah, S. (2017). The influence of Learning Techniques and Schemata Levels in Ability to Read English Academic Text. JETL (Journal of Education, Teaching, and Learning), 2(2),
-
Nesia, B. H., & Ginting, S. A. (2014). LEXICAL DENSITY OF ENGLISH READING TEXTS FOR SENIOR HIGH SCHOOL. Register, 3
-
Ninio, A. (2018). Learning to structure sentences through the acquisition of grammatical words: Introduction to the special issue on the role of grammatical words in
-
Pikulski, J. J. (2002). Readability. Mifflin Company. University of Delaware.
-
Pratiwi, Y., Farikah, F., & Indriani, L. (2018). AN ANALYSIS OF LEXICAL DENSITY AND READABILITY IN READING TEXT ON ENGLISH TEXTBOOK USED BY FORM 4 LEVEL OF SECONDARY SCHOOL STUDENTS IN SMKB
-
Prawinanto, A., & Bram, B. (2020). ADJECTIVE AND NOUN CLAUSE LEXICAL DENSITY IN AN ENGLISH TEXTBOOK F
-
Pujiati, R., & Pramudyawardhani, S. (2021). Grammatical Intricacy and Lexical Density on Genres in Na
-
Purnomo, M. D. (2016). Grammatical intricacy and lexical density in the texts of English handbook at private Islamic Junior High School Level in Medan. Ihya al-ArabiyahJournal Pendidikan Bahasa dan Sastra Arab, 2(2), 11-16&
-
Rahmansyah, H. (2012). Grammatical intricacy and lexical density of the SMA student’s textbooks. London: Rutledge.
-
Rizkiani, D., Mahdi, S., & Sujatna, E. T. S. (2022). Lexical density and readability of the FACIL’s ‘Advanced Learning Textbook’ for Indonesian high school students. Al-Ishlah
-
Sari, A. N., & Ekawati, R. (2021). LEXICAL DENSITY IN READER’S DIGEST MAGAZINE. Prosodi, 15(1), 17–22.
-
Satriwan, J. (2018). Lexical density of reading texts in English on Sky (VIII) Textbook published by Erlangga. New York: Sage.
-
Sholichatun, S. (2011). Content analysis of reading materials in English on Sky textbook for junior high school. Lain Walisongo.
-
Smeuninx, N., De Clerck, B., & Aerts, W. (2016). Measuring the readability of Sustainability Reports: A Corpus-Based Analysis through Standard Formulae and NLP. International Journal of Business Communication, 57(1), 52–85.
-
Tiedemann, J. P. (2011). New literacies, new contexts? A theoretical definition of reading context.
-
Ure, J. (1971). Lexical density and register differentiation applications of linguistics. Selected papers of the Second International Congress of Applied Linguistics, (33), 443-452.
-
Woods, B., Moscardo, G., & Greenwood, T. (1998). A critical review of readability and comprehensibility tests. Journal of Tourism Studies, 9(2), 49-61.
-
Woolley, G. (2011). Reading comprehension: Assisting Children with Learning Difficulties. Springer Science & Business Media.
Cite this article
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APA : Hameed, S., Ali, I., & Khalid. (2024). Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn. Global Mass Communication Review, IX(II), 80-92. https://doi.org/10.31703/gmcr.2024(IX-II).07
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CHICAGO : Hameed, Samia, Imran Ali, and Khalid. 2024. "Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn." Global Mass Communication Review, IX (II): 80-92 doi: 10.31703/gmcr.2024(IX-II).07
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HARVARD : HAMEED, S., ALI, I. & KHALID. 2024. Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn. Global Mass Communication Review, IX, 80-92.
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MHRA : Hameed, Samia, Imran Ali, and Khalid. 2024. "Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn." Global Mass Communication Review, IX: 80-92
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MLA : Hameed, Samia, Imran Ali, and Khalid. "Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn." Global Mass Communication Review, IX.II (2024): 80-92 Print.
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OXFORD : Hameed, Samia, Ali, Imran, and Khalid, (2024), "Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn", Global Mass Communication Review, IX (II), 80-92
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TURABIAN : Hameed, Samia, Imran Ali, and Khalid. "Analysis of Lexical Density and Readability of Pakistani English Newspaper Dawn." Global Mass Communication Review IX, no. II (2024): 80-92. https://doi.org/10.31703/gmcr.2024(IX-II).07