Abstract
This article presents the results of an analysis of the large-scale processed texts of Arabic newspapers in the King Abdulaziz City for Science and Technology (KACST) Arabic Corpus Project. I adopted methods modified from the Biber Connor Upton Approach to retrieve the expanded concordances of the lexical units almarᵓa (woman) and alnisāᵓ (women) from the corpus. The extracted text reveals the discursive patterns regarding a number of topics which are discussed in Arabic newspapers, namely, socio-culture (social practices) and eco-politics. The results of the study show how and why topics related to Arab women are discursively constructed, revealing negative patterns with regard to the topics discrimination, the veil, sports, male guardianship, driving, pro-divorce settlements and municipal elections, and positive patterns concerning the topics marital status, violence, education, travel, sexual harassment, the removal of male guardianship, employment, ministerial election and political participation. The specific case of the topic (un)veil is subsequently analysed in more detail and the results reveal that the topic is associated with negative patterns within a wider socio-cultural discourse.
Keywords
Introduction
Discourse Analysis (DA) has been extensively used, focusing on language use and communication, language organization in terms of intralinguistic units (Stubbs, 1983), and the practice of spoken and written language itself (Burr, 1995: 47, 48; Fairclough, 1989; Fairclough and Wodak, 1997; Van Dijk, 1993, 1998, 2008). While it is important to consider the size of the texts analysed, it is more important to ensure that such corpus techniques adopt DA approaches (Baker, 2006; Flowerdew, 1997; Hardt-Mautner, 1995; O’Halloran and Coffin, 2004; Orpin, 2005; Stubbs, 1996; cf. McEnery and Hardie, 2012: 133–135). In other words, describing and interpreting the social practices embodied in written or spoken discourses using, for example, Sinclair’s approach (2004) is not sufficient by itself; DA and Critical Discourse Analysis (CDA) approaches are necessary as well (e.g. Stubbs, 1996, 2007; Teubert, 2004, 2005, 2007). It is essential to analyse texts in discourse studies, but there remains considerable flexibility in terms of discourse approaches (Fairclough, 1996; Titscher et al., 2000; Van Leeuwen, 1996; Weiss and Wodak, 2003; Wodak, 2006; Wodak et al., 1999).
To the best of my knowledge there has been no experimental analysis of Arab social and political practices and problems in relation to such topics for Arab women, and studies of anti-feminism and pro-feminism in Arab culture have to date concerned socio-cultural and eco-political practices regarding women’s issues. The issues facing Arab women are complicated and have been sporadically addressed in Arabic discourses, but with no systematic approach. This article documents an analysis of women-related discourses found in newspapers in the King Abdulaziz City for Science and Technology (KACST) Arabic Corpus Project. It also adopts corpus-assisted tools and techniques to analyse a large part of the previously constructed monitor corpus known as the KACST Arabic Corpus (Al-Thubaity, 2015). The study focuses on women and how social (and/or cultural), economic and political topics are addressed in the newspapers featured in this monitor corpus. As many aspects of these topics are regarded as either anti-feminist or pro-feminist, the present study will suggest a framework that will represent the social practices mentioned when discussing Arab women-related topics. The construction patterns of the discourses regarding each issue in question will be quantified. The article focuses on the construction of language when addressing Arab women-related topics, with a detailed interpretation of how and why anti-feminist and pro-feminist rhetoric are discursively constructed. The study goes on to qualitatively analyse a particular topic, namely, the (un)veiling of women’s faces. This topic was chosen because it occurs at low frequency in the texts and can therefore be manually analysed.
Anti-feminism and pro-feminism DA
There has been considerable analysis of discourse on the topics of anti
In the Arab world, formal institutions and academic groups carrying out research on women produce more persuasive and influential research than tradition-oriented regional and local research, and furthermore, such reports are published in English rather than in Arabic. One example is a report made by Tohmé-Tabet (2001) to an international meeting managed by the United Nations Educational, Scientific and Cultural Organization (UNESCO), which presents a review of studies on Arab women and the social, cultural, economic and political obstacles they face, and is published in English. Additionally, a pioneering empirical study by the Federal Research Division of the Library of Congress (Offenhauer, 2005) concerning Muslim women in the Middle East, North Africa and other Islamic societies has investigated many topics regarding women, such as sex-role ideologies, feminine sacred texts, women’s rights, health, education, marriage, empowerment and elections. The data analysed in this study are derived from reports by a number of international organizations – UNESCO; the United Nations’ World’s Women: Trends and Statistics 2000; the World Bank; and the International Labour Organization (Offenhauer, 2005: 18–21). Surprisingly, the two main trends examined (positivity and negativity) proved to be fairly similar in size, and those who produced the texts being analysed tended to offer balanced views rather than being biased in either direction. Ottaway (2004) highlights the study’s claim of ‘positive results’ in some aspects of women-related issues in the Arab world, stating that ‘[t]he empirical evidence on the impact of women’s presence […] is extremely sketchy, anecdotal, and generally partisan, because the studies are often conducted by researchers who want to demonstrate positive results’ (p. 8).
In terms of women’s economic rights, notable works are the compendium and the gender overview issued by The World Bank (2009) and Livani (2007), respectively, which detail the status and progress of women in the Middle East and North Africa, with statistics implying a tendency to discourage women’s labour. There is a lack of data on discouragement in the Arab world, so no clear conclusion has been drawn regarding the employment of women or the opportunities they receive or do not receive. However, statistical data are presented in the compendium that show that men are more likely to benefit from economic rights than women, and that women’s employment inevitably causes unemployment for men (Livani, 2007: 8).
As for the political participation of women within the general socio-political and economic spheres, a case study by Sabbagh (2005) emphasizes the burden that women themselves must bear in order to build their own path, thus indicating that Arab women should not wait for privileges to be afforded to them from the hegemonic sphere of men. Despite this suggestion, Sabbagh interjects with the clause ‘if allowed’, thus referring to the hierarchal complexity of masculine distinction. However, Arab women’s leadership conditions are discussed in a study conducted by Skalli (2011), which reveals the gap between institutional mechanisms and the socio-cultural sphere where complementary knowledge and opinions do not easily converge to produce clear gender equality frames. The more formally institutionalized perspectives on the status of Arab women in the various aspects of their daily lives are more likely to represent positive views, while individual studies address the negative aspects (i.e. obstacles) that Arab women encounter. Furthermore, the shortage of data regarding the status of women progressing through varying paths in life is the main reason why women’s social activities have not been classified as either in accordance with or against feminine spheres.
KACST Arabic corpus and corpus-assisted discourse studies
The KACST Arabic corpus project was launched in 2012 in the King Abdulaziz City for Science and Technology by Al-Thubaity and his team. The corpus is more representative in terms of Arab discourse than other corpora as it contains multiple genres, domains and topics (Al-Thubaity, 2015). The provisional project website was not publicly available at the time this article was written, as the application was being updated to include additional cutting-edge language query functions to provide the user with sophisticated approaches to n-grams, collocation, expanded concordance lines and all corpus-linguistic statistical packages. The corpus encompasses a number of different genres from different domains, and covers about 14 centuries of the Arabic language. For example, the newspaper genre of the corpus comprises 241.5 million words, comprising 34% of the whole corpus (Al-Thubaity, 2015: 737–738) from 18 Arab countries (Saudi Arabia, Kuwait, Bahrain, Qatar, United Arab Emirates, Oman, Yemen, Jordan, Palestine, Syria, Iraq, Lebanon, Egypt, Libya, Tunisia, Algeria, Morocco and Mauritania).
This article focuses exclusively on the newspaper texts of the corpus. However, there have been no previous studies of the shape of social cognition from such a huge dataset of Arabic texts. In addition, when attempting to describe the principles of social cognition in terms of its discursive constructions and mental operations, such as interpretations, thinking, arguing and inferring (Van Dijk, 1993: 257), the women-related discursive constructions occurring in the newspaper genre of the KACST Arabic corpus are interpreted statistically and segmented for discursive analyses in the frame of the socio-cultural and economic and political spheres. The data, thus, are assembled using the sort-out and throw-out processes to retrieve the expanded concordances of the almarᵓa (woman) and alnisāᵓ (women) nodes. The segmentations of the intended texts which are regarded as the relevant expanded concordances of the Arab woman (and women) node from the newspaper genre are interpreted numerically.
Techniques for exploiting corpus-linguistic approaches to DA vary. Baker (2006) and Baker and McEnery (2005) outline the steps grounded in corpus linguistics (CL), which include collocations, keyness, concordances, dispersion and building corpora. The limitations of these steps have led to analyses of texts emphasizing the challenges in adopting DA approaches (e.g. Hoey, 1997; Louw, 2010; Mautner, 2007). However, when collocations, concordances and keyness are considered in DA, it might result in the loss of some prominent issues that occur in more lines of concordances (paragraphs) that should be tackled in DA. Discourse analysts are evidently free to choose between qualitative and quantitative methods (Stubbs, 1997), while the study of Magalhaes (2006) shows the usefulness of exploiting concordancing in a study of racism in Brazilian news discourses. Quantitative methods are evidently adopted in a partial or limited fashion depending upon the outcomes of the qualitative analysis, since the reliance on quantifying the discursive practices of individuals, institutions and organizations in discourses makes no hermeneutical sense (cf. Baker et al., 2008: 275).
In the work of Baker et al. (2008) and the methodological synergy that combines the advanced methods of CDA with the limited analyses of CL and natural language processing (NLP), the important question in corpus-based discourse studies (DA or CDA) is how to benefit from CL and NLP techniques in order to address the questions arising from the literature on DA and CDA. In contrast, it seems that the question of what CL and NLP techniques usually provide is seldom addressed. The tendency to fix the gap in the traditional corpus-based analyses is implied by taking the social, political, historical and cultural context of the data into consideration (Baker et al., 2008: 293). For example, studying the increase of technology in discourses in CDA (Fairclough, 1996), and how dominant social forces influence discursive practices, appears to require advanced CL and NLP techniques. The difficulties faced in employing any adopted CL or NLP technique to develop the frame of DA and CDA are not tackled in a thorough way. However, the Biber Connor Upton (BCU) Approach (Biber et al., 2007; Upton and Cohen, 2009) in the Move analysis provides a good way to segment the data from discourses in a top-down manner: from developing the analytical framework through the specification of the possible functional discourse types to segmenting each text into discourse units; from identifying functional types of each discourse unit to analysing lexical/grammatical characteristics; from describing the typical linguistic characteristics of each functional type based on sketching all discourse units; and from analysing complete texts shifting among the different functional types to delineating general patterns across the whole corpus. This is different from the bottom-up approach that focuses on particular words in the discourse, considering them as the starting point in combining corpus patterns with the unit types of the discourse.
In this article, adopting the top-down approach has helped in detecting the number of discourse units and text structures. The development I made in determining the analytical framework contributes to the bottom-up approach. The selection of women-related topics led to segmenting the text structures from their discourse units, and to analysing their expanded concordance lines in a 31n + grams span. The refining process was conducted using a multi-technique method. Multiple steps were considered in order to generate the text structures of the expanded concordance lines that relate to Arab women:
First step: refinement of 37,565 texts by extracting the textual lines of the almarᵓa (woman) and alnisāᵓ (women) nodes from the newspaper genre of the KACST Arabic corpus.
Second step: retrieval of the +15/−15 span of concordance lines of the intended node in comma-separated values (csv) format.
Third step: adoption of a coding protocol in csv format for segmenting discourse units into text structures (socio-cultural, economic and political); each text structure is inserted in a new csv format.
Fourth step: sorting of the intended nodal item and the expanded concordance lines per the key terms (keyness) that determine women-related topics via Notepad++ programming language.
Fifth step: detection of the previously determined women-related topics in each text structure, resulting in structuring 20 individual topics.
Sixth step: analysis of the fixed sequences of the topic-related span of the node in the expanded concordance lines (n = 31).
Seventh step: quantification of the discursive patterns in each topic to show positive, negative and residual aspects.
Eighth step: discussion of the arising patterns in text organization among all texts in the intended corpus.
Ninth step: the analysis of one selected case, namely, woman’s face veil.
The stances with- (or pro-), against- (or anti-) and neutral (or residual) are assigned to each mention of Arab women-related topics to indicate the macro-social aspects arising from the data. The sketches used to extract the intended genre from the whole KACST Arabic corpus, and to quantify the size of Arab women-related topics that this article embarks on, are illustrated in Tables 1 to 3. Notwithstanding the fact that the discourse units have many text structures that cannot necessarily be classified into one of the intended three groups (Tables 2 and 3), the social cognition and practices presenting such text structures and their selected topics (Table 4) cover several subjects in the socio-cultural text structure, such as education, nursing, sports and so on. Thus, the socio-cultural text structures are three times larger than the economic and political text structures.
KACST Arabic corpus and the size of woman/women’s data.
The size of extracted data of the target discourse.
The size of women-related topics of the text structures.
The analysed topics of the text structures.
The words associated with the nodes almarᵓa (woman) and alnisāᵓ (women), as well as the frequency of their occurrence, initially indicate a more negative sense of the contextual patterns in a 2n + grams span. For instance, the most frequent collocates are rights ḥuqūq, against ḍidd, role dawr, issue qaḍiyya, and word ᶜamal. Processing the patterns in the expanded concordances is focal. In addition, the distributions of text structures reflecting the discourse units comprise the focal length.
The statistically distributed concordance lines extending in an n = 31 span for the identified women-related topics make up 12.4% out of the unrelated concordances that constitute the remaining 87.6% (Figure 1). The protocol code was used to extract the woman-/women-related topics using direct key words: marriage, divorce, dissolution of marriage by women, and so on (Table 4). The key words assist in re-structuring the relevant texts. The remaining (expanded) concordances, of greater quantity than those extracted, were checked using other synonymous key words, but few synonymous lines were detected. The large number of concordance lines from which no topics/key words came out were checked. Most of these remaining concordance lines are excluded from the analysis as they do not include the topics determined by the names of the 20 topics given in Table 4.

Proportions of analysed and dismissed women-related (extended) concordance lines.
After checking the large quantity of concordance lines left after extracting the 12.4% of selected topics, and after calculating the collocates of the intended node in a 5n + grams span, the remaining topics are not specific, and most portray either poetic or empathetic language or irrelevant verbiage towards feminism. The calculation of the collocates in a 5n + grams span has been made using the standalone processing tool of the Arabic corpus: the computer software Arabic Corpus Processing Tools (Arabic name ‘khawas/ghawwas’, ‘diver’ in English) (see Al-Mujaiwel, 2016; Almujaiwel and Al-Thubaity, 2016; Al-Thubaity et al., 2014). These calculations assist in data analysis through emphasizing popular women-related topics and by cleaning up the majority of the text that does not include any of the topical key terms.
All concordance lines of the 20 topics excerpted according to the techniques given above are, in the next section, analysed for showing the frequencies of the discursive constructions of positive, negative and residual voices. Some salient examples are given as extracts. It will be a valuable addition if the concordance lines of the 20 topics can be interpreted according to the chronological and geographical sequences of the positive, negative and residual voices. This is still unfeasible, as the corpus used in the present study is still underdeveloped and the tools for searching and extracting the expanded concordance lines of the 20 women-related topics diachronically and geographically are still unavailable functions. However, the diachronic and geographical dimensions of the discursive construction patterns of positive, negative and residual voices are analysed manually for cases of veiling and unveiling.
Discursive construction patterns of positive, negative and residual voices
The discursive patterns detected reflect either positive or negative opinions of the women’s issue in question. The remaining residual patterns are found to occur in the context of general instructions that are neither positive nor negative, for instance what a woman should do to attain happiness in her personal or family life.
The frequencies of the positive, negative and residual construction patterns in the socio-cultural text structures are given in Tables 5 to 7, respectively. Their frequencies in the economic and political discursive patterns are given in Tables 8 and 9, respectively. The discussion of the positive, negative and residual discursive patterns in the 20 women-related topics of the text structures – socio-culture, economy and politics – addresses some issues with examples (extracts) given for clarity. The discursive patterns presented next are interpreted briefly from a quantitative standpoint for the 20 topics, except for the case study of the (un)veiling topic that will be interpreted qualitatively in the last section.
Positive frequencies, occurrences and patterns of socio-cultural structure topics.
CEDAW: Committee on the Elimination of Discrimination Against Women.
Negative frequencies, occurrences and patterns of socio-cultural structure topics.
CEDAW: Committee on the Elimination of Discrimination Against Women.
Residual frequencies, occurrences and patterns of socio-cultural structure topics.
Positive/negative/residual frequencies, occurrences and patterns of economic structure topics.
Positive/negative/residual frequencies, occurrences and patterns of political structure topics.
Positive voices in the socio-cultural text structures
The general themes of marital status and positive occurrences for marriage, divorce, dissolution of marriage by women and nursing exhibit affirmative aspects, indicating that women should possess the right to decide on their marital status with no exceptions. This has come up 1408, 125, 129 and 6 times, respectively. As for the dissolution of marriage (khulᶜ), a mixed representation in the corpus regarded this as a full right even if there is no reason (Extracts 1a and 1b). Another discursive pattern regarding the dissolution of marriage is the fatwa (the legal statement produced by Sheikhs as instructed by Islam) that welcomes this right for women, though surprisingly refuses it when promoted in the United Nations’ CEDAW agreements (Extract 2).
The topic of the veil and the linguistic patterns and frequency of information arising in the positive form affirm that both the ḥijāb (the scarf folded across the hair and chin or around the whole head) and niqāb (a ruband covering the whole head and face except the eyes) are not compulsory, but are a tradition created in Islam. The decorated veil is a choice for women who must wear it to avoid the negative senses of the black ḥijāb, but some information arising in the data of the expanded concordances of the women-related topic of veil suggests that wearing the decorated ḥijāb may cause men to flirt/philander more.
Requiring the presence of maḥram (women’s kin with whom sexual intercourse is incestuous and marriage not allowed i.e. fathers, uncles or brothers) is not confirmed by Sheikhs, but positive patterns regarding maḥram in the discourse negate that. Interestingly, I found that some women prefer the presence of maḥram in situations in which they feel unsafe, such as in public places. In the context of religious activities, Sheikhs in Islam insist that women who want to do a Hajj (the annual pilgrimage to Mecca) must be accompanied by their maḥram, and only one concordance in the data was found that negates this (Extract 3). The removal of maḥram is suddenly affirmed once in the case where the existence of guardians results in a violation of women’s basic freedom (Extract 4).
Negative voices in the socio-cultural text structures
In Table 6, the negative construction patterns indicate the extent to which the topics in question are structured in a masculine hegemonic way, being supported by loose Islamic laws.
It is an interesting observation, therefore, when, for example, polygamy (e.g. Extract 5) is an open choice for men, and divorce (e.g. Extract 6) is not the women’s choice. This is in addition to cases where underage marriage, for example, is not addressed seriously, and the negative consequences for the girls’ lives are not considered. In the case of nursing, I see negative patterns indicating mothers’ uncompromising denial of the nutritional and health benefits provided by nursing, which is a problem, and should not simply be accepted (e.g. Extract 7). In terms of violence, events of punishment for women are indicated by the concept of symbolic power, that is, soft power (Bourdieu, 1991), that belies gender dominance. The linguistic and lexical characteristics of the negative discursive patterns seen in the topic violence share similar lexical uses in discrimination whose negative discursive patterns include the soft power given to husbands to punish women who do not obey them (e.g. Extracts 8 and 9). With regard to education, 63 negative voices came up in the concordance lines towards unemploying women who must commute for their jobs by themselves, and preventing women from holding 24 industrial jobs (e.g. Extract 10). The dissolution of marriage by women was unwelcomed by male writers in this genre, as they believe that it might be impulsively considered by women and that it promotes women mocking their ex-husbands by publicly announcing divorce (e.g. Extract 11).
The negative discursive patterns for the topic discrimination (e.g. Extract 12) are of interest and should be discussed. Three expanded concordance lines convey masculine hegemony that is formidable and insurmountable. In total, 347 expanded concordance lines convey women being unable to prove cases of discrimination in court or unable to bring the cases to court, and the CEDAW agreement has existed for 30 years but has not seen a single act. Liberals who call for modernization, but not Westernization, are still shocked at fundamentalists and their viewpoints regarding women, that is, being considered a symbol of pre-Islamic barbarism. For the Arab countries, there were 147 mentions of Egypt, this being the first country to sign the CEDAW agreement, and Saudi Arabia, being the last; however, neither country has enforced the legislation in accordance with CEDAW. There were two mentions of low female representation in universities, showing the unequal proportions of admission of male and female students. The remaining texts convey a contradiction in terms with the articles of CEDAW that have already been passed in Sharia law and that always claim to protect and empower women. With regard to the topic of the veil, 29 expanded concordance lines convey the opinion that it is necessary to impose the veil. The others include different negative discursive patterns: criticizing women who have participated in the Olympic Games, emphasizing the difference between Arabs who must wear the veil and housemaids who have the freedom not to, and the lexical item fitna that is regarded as the main reason for imposing the veil and avoiding men’s lust (e.g. Extract 13). Some concordance lines display discursive patterns that are related to sports topics, for example whereby the suggestion is that partaking in sports causes women to lose their virginity (e.g. Extract 14). In the context of the topic of travelling, a social trend towards preventing women from being issued passports unless they obtain the permission of male guardians has been detected (e.g. Extract 15). This is combined with other texts where the topic of maḥram is constructed, whose 76 expanded concordance lines are negative in different forms: that there is limited mobilization when maḥram is not present; that it is acceptable for foreign drivers to be alone with women but not locals (only in Saudi Arabia); that the gathering together of men and women who are strangers, in public areas, is forbidden (only in Saudi Arabia); that making unrelated adults maḥram through breastfeeding should be permitted; and that male and female doctors in hospitals must be segregated (e.g. Extract 16). Two concordance lines relating to Saudi society are about two cases where female university students died because they did not immediately receive first aid from male paramedics due to the fact that they were not permitted to enter the female college. Sexual harassment is found in some concordance lines with unacceptable justification, such as men being excused from harassing women who are exaggerating their beauty in public places, that implementing/proposing laws to protect women from sexual harassment will encourage them to wear sexy clothes, and finally, that women in the governmental or private sector are sexually exploited by their managers, but they suffer it in silence in order to not lose their positions (e.g. Extract 17). The removal of male guardianship is a women-related issue concerning the right of women to be independent from their male guardians who otherwise force their female dependents to follow their demands and thus prevent them from choosing their own path in life, in particular with regard to marriage. This case occurred three times in the data in the negative sense, whereby it was stated that this right is given to women legally on condition that they return the dowry to the husband (e.g. Extracts 18a and 18b).
Residual voices in the socio-cultural text structures
The naturally occurring residual connotations in the rest of the concordance lines of the topics appear as general information that does not have a positive or negative voice (Table 7). The case of Muslim men marrying non-Muslim women did not occur in the analysis as positive or negative. The general scenario of the information frequency of the residual expanded concordances of the node almarᵓa (woman) and alnisāᵓ (women) includes only the normality base, and with no positive or negative voice.
Positive, negative and residual voices in the eco-political text structures
In Table 8, it can be seen that most cases that express an opinion against women’s rights in employment, pro-divorce settlements (i.e. money paid to the woman) and inheritance are raised by individuals with formal institutionalized positions in society. Thirteen expanded concordances show the necessity of banning women from working in factories and of preventing any opportunity for women to be in workplaces side by side with men. Regarding pro-divorce settlements, there appears to be no case regarding taking serious steps to achieve this, and astonishingly, it is not supported in some tribes. In addition, the Sharia law that is followed in the courts does not consider modern financial situations and commitments; rather, it only considers that the divorced woman should receive enough to prevent starvation. The rules for inheritance whereby the woman, by Sharia law, receives half of her brother’s assets differ between cities and villages in Egypt, for example, and furthermore are totally dismissed in Palestine. Such cases appearing in the data raise a call for considering Western law, which would allow men and women to receive inheritance equally.
Despite the high number of positive voices that encourage the ministerial and political participation of women, the actual participation is still just a handful. This is due to continuing masculine hegemony and traditions that linger and override women’s rights. The most prominent point arising from the data, as in Table 9, is that the number of naturally occurring negative discursive patterns is higher than that of positive ones in the contexts of municipal elections.
Quantitative remarks on text structures’ voices
It was observed that the institutionalized discursive constructions arising from the data, despite a few concerning socio-cultural text structures, are pro-feminist in discourses of women-related topics, as opposed to the socio-cultural topics whose discursive patterns were more negative by social practices. The conclusion of this section is therefore that anti-feminism in the Arab world seems to be generated and exaggerated by individuals who are influenced by Arabic dictatorial social forums that maintain in people a sense of fear regarding the punishments that may be enforced upon women when decisions regarding their rights are released from the traditional norms. These forums reflect a movement towards the control of Arab societies by Islamic figures who hold positions that are respected by the public. The discursive patterns as a whole demonstrate that social practices are largely anti-feminist, and that eco-political courtesy is largely pro-feminist towards women-related topics.
The negative voices arising from the discourses of the data in this article are less common for the topics of society/culture and the economy. The dataset for the 12,154 expanded concordance lines shows that positive to negative and residual (neutral) patterns are significant in the Y- to X-axis (Figure 2). The positive patterns remain higher in the three text structures. However, the negative patterns are found more to be exhibited in the keyness of only discrimination, veil, sports, male guardianship, driving, pro-divorce settlements and municipal election.

The distribution of positive (1), negative (2) and residual (3) (X-axis) in the three text structures (socio-culture/economy/politics) compared to the totality in the topics data.
The case of (un)veiling
The reason for choosing this case in particular was the result obtained from calculating the average number of whole concordance lines for the 20 topics detected (Table 4). The mean number was 714.9412. This number is closest to the number of the 31n + grams-expanded concordances of the women-related topic veil: 874.
To give details of the diachrony and geographical areas of the intended concordances of veil, Table 10 shows the chronological sequences of the strategies of constructing the reasons for (un)veiling according to their frequencies in percentage as given in Table 11. In addition, Figure 3 shows the ratios of the 31n-grams concordances span of veil + woman/women among all 18 Arabic countries, except Qatar and Mauritania where the retrieval of data has failed to find archived newspaper texts.
The chronological dimensions of the strategies toward (un)veiling.
Contexts, actors, reasons and strategies in the concordances of veil.
MP: member of parliament.

The geographical dimensions of the strategies toward (un)veiling.
To qualitatively analyse these 874 expanded concordance lines, three most important aspects will be considered: transparency, consistency and reflexivity (Lombardo, 2009: 24). The discursive discourse of the subjects is interpreted according to their backgrounds and current positions, and is performed in four stages: interpretation of the contexts, the actors, reasons behind the stances taken regarding veiling and unveiling, and the strategy in the captured concordances that can be embedded in the extended texts of the concordances, as shown with their frequencies in Table 11, respectively.
The salient remarks arising from Table 11 are as follows:
First, the inclusion of ḥijāb or niqāb associated with the nodes almarᵓa (woman) and alnisāᵓ (women) draws the most attention regarding negative ideologies on the one hand, and regarding ignoring other voices that are supposed to only be from women on the other. The actors are Islamic elites, Shiite referents, extremists, liberals, report writers and women. There are major differences between the contexts of each actor regarding the rhetorical strategy employed for reasoning about either veiling or unveiling. Each actor constitutes a reason for a context, but none gives details about how to veil and what to veil.
Second, a large proportion of the opinions of the Islamic elites were contradictory. Islamic elites speak on behalf of women and call for respect and freedom for women to wear ḥijāb or niqāb, but they curtail women’s freedom to choose how to wear them in general. This opinion increased to 25.51% in the data between 2010 and 2015. In particular, there was a very low occurrence (0.34%) of the trend towards facilitating the jobs of women as actresses or news presenters where the veil is not allowed, but where they may experience hardships as a result. However, if such hardships are the reason for not veiling, it could be argued that women may face many hardships outside of this context, for instance in the private sector where women are not allowed to wear the veil. The strategy used by Islamic elites to impose the veil on women in society is reflected in the beliefs of the Salafist school whereby Ibn Taymiyya regards the woman’s face as a genital (0.68% occurrence). A similar low frequency is found in the topic of constitution whereby Islamic elites misleadingly give the reason for veiling as women’s choice.
Third, the most unwelcome trends, as seen in Table 10, have emerged with actors from the extremist Sunni/Shiite groups, where cases of violence against and intimidation of women in Arab society are implied in order to forcibly make women wear the full veil.
Fourth, opinions of liberals make up most of the strategies for not wearing the veil. The veil is argued to be inconsistent with the common sense of global human character; this opinion is held by 10.18%. A similar percentage (9.95%) believes that veiling does not correlate with respect or religion itself. Only slightly fewer (9.26%) believe that women are free to choose what they want, and many also believe that it is self-conceit to do so due to the failure to admit that women will only have freedom to wear it if women, and only women, want to.
Fifth, with regard to report writers, some outlandish ideas have arisen in the discourse, such as a call for replacing the veil that is banned in European countries with face masks that are usually used to prevent harmful smells, and another stating that niqāb and ḥijāb seduce men more than semi-naked women. The third stance concerns the women who wear ḥijāb in their country but choose not to when in a foreign country. This can be explained in two ways: first, they may feel shame wearing the ḥijāb in advanced countries, and second, they may fear the negative consequences of not wearing it in their own country. In addition, there is more safety, according to what most women said, associated with the word ḥijāb in the data, in developed countries than their own Arab countries.
Finally, the last stance concerns what women say about veiling and unveiling, which has the same meaning but is considered more formal. One strategy employed is that there is no clarity about the ḥijāb or what it was like during the inception of Islam. In addition, neither the ḥijāb nor the niqāb help women to succeed in life, particularly those who are working in the private sector. Moreover, the black abaya does not help women to choose their partner and get married as they wish, as they are unable to reveal their face and identity when meeting people, which is essential when making acquaintances. The last stance regarding the reasons for unveiling is that the abaya can be exploited for stealing or carrying out acts involving violation of privacy, to the extent of also being exploited by men through disguising themselves and begging.
The greatest discrepancy observed in the rate of employment of different strategies exists between Islamic elites and liberals. Both possess extremist ideologies, but the Islamic elites are more negative than the liberals (cf. Read and Bartkowski, 2000). This conclusion might also be drawn through a detailed analysis of any women-related topic in terms of positivity and negativity in the future.
Concluding remarks
The social practices embedded in the women-related topics discussed previously exhibit a range of problems. These problems are due to ideology and hegemony (Fairclough, 2009), according to my analysis of the newspapers of the KACST Arabic corpus with regard to the aforementioned 20 Arab women-related topics. The hegemonic reproductions are largely embedded in the discourses of Arab women-related topics rather than in the (actual) transformations that help to result in more sustainable developments.
The social power featuring in the three text structures – socio-cultural, economic and political – was established through the newspaper genre of the KACST Arabic corpus and showed that the socio-cultural textual structure is larger in quantity but less negative compared to eco-political hegemony. The topics vary in terms of the reinforcement of positives and negatives regarding Arab women. The Arabic discourses are loud and verbose, and need to be interpreted carefully in a separate study for each topic. The power element that controls Arab women’s issues and lives was found to be resistant negativity, although it was not as coercive as the social powers, for which the constructive patterns in Arabic women’s topics were positive. The social power embedded in the data for each individual topic related to Arab women only maintains the status quo, whether negative or positive.
However, the Biber Connor Upton approach, which was partially applied to the topics, was implemented for the data that were classified by the sequences of expanded concordance lines according to the almarᵓa (woman) and alnisāᵓ (women) nodes. Furthermore, the techniques employed in the quantitative and qualitative analyses of women-related topics in newspapers of the KACST Arabic corpus revealed the formation of discourses as positive, negative or residual. The positive voices offered some sort of relief without actual consequences in reality, while the negative voices tended to be based on a number of firm ideologies.
The analysis of the case of (un)veiling apparently indicates that no actors, except reporters and women themselves, considered giving complete freedom of choice to women. This, of course, excludes the stances of extremists and fundamentalists whose strategies are terrifying. In addition, it seems on the whole that Islamic elites are being stubborn when reiterating the mandate to wear the veil without giving a detailed explanation for the need; the concept of covering the whole head is simply highly embedded in most of their discourses analysed here.
To sum up, this article has represented, in terms of frequency, the elements of how Arab women-related topics are discursively constructed in more negative than positive ways regarding discrimination, the veil, sports, pro-divorce settlements and municipal election. The question of why there is a higher frequency of negativity for these topics needs further detailed discursive analysis through the contexts and actors introduced in the texts. However, positive discursive patterns, on the whole, remained higher. In the data analysed, the anti-feminist and pro-feminist stances do not indicate a great enough tendency for either direction. The number of occurrences of women taking stances about veiling and unveiling is small. Further discourse analyses are urgently needed for each stance and each topic, in particular contexts or between different discourses, genres, domains and topics, to fill the huge knowledge gap regarding the reality of the construction of Arab social, economic and political practices and problems towards women-related topics.
Footnotes
Acknowledgements
I would like to thank the anonymous referee(s) for their suggestions that helped clarify a number of points in the earlier version of this article. My thanks are also extended to Dr Abdulmohsen Al-Thubaity for showing some technical considerations, as a head of the KACST project.
Declaration of conflicting interests
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The author extends his appreciation to the Deanship of Scientific Research at King Saud University for funding this work through the Research Project No: NFG-14-01-02.
