# Analysis of Consumer Aspirations on Chinese Films among Chinese Malaysians

Authors: Hongzhe Kang; Dong Ma; Megat Al Imran Yasin; Mohd Nizam Osman; Lay Hoon Ang; Mengyu Li
Journal: Mobile Information Systems
 (2022)

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## Abstract

Chinese films have the potential to play a key role in the Belt and Road Initiative. Although Chinese Malaysians contributed to the development of China’s film industry, the consumption incentives of Chinese Malaysians for Chinese films are worth mentioning. Furthermore, Chinese Malaysians’ purchasing behaviour towards Chinese films is affected by a combination of consuming factors. However, the function of linguistic proximity in the link between consuming incentive and purchasing behaviour is unexplored. This study focused on Chinese Malaysian students from three universities in Selangor and applied online questionnaires in quantitative research methods. Data were collected from 165 Chinese Malaysians. Results show that Chinese Malaysians are mostly motivated to watch Chinese films by the sense of belonging and vitality. Furthermore, linguistic proximity significantly influences the association between Chinese Malaysians’ motive for belonging and their purchasing behaviour for Chinese films. Moreover, the Chinese Malaysians consume Chinese films with linguistic proximity acting as a moderator in this relationship.


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## Body

## 1. Introduction

Fast commerce and cultural exchanges between nations have been possible through quick advancements in information and communication technology. Films have emerged as a crucial platform for cross-cultural communication [1]. The Chinese government formally formed the Belt and Road Initiative (BRI) in 2015 to promote cultural exchange. The BRI will provide a practical guarantee for more frequent information exchange and sharing across various nations and cultural groups [2]. The first motion picture was released in 1895, and it included three different features: technology, art, and commodities [3]. Films are cultural artefacts that are formed in accordance with individual civilizations, and they typically display distinct cultural characteristics.Chinese films were exported to Southeast Asia in the 1920s. Hong Kong films dominated Singapore and Malaya from 1950s to 1960s. Malaysia progressively built a native Chinese-language film industry after the 1960s. Chinese films and Chinese Malaysian audiences have a long history together. Due to Malaysia’s multiethnic language, theatres in Malaysia provide a diverse selection of films in a variety of languages. In Malaysia, films are classified according to their language of origin, with Malay, Chinese, Tamil, and English films being the most common. Chinese films produced by Mainland China, Hong Kong, and Taiwan play an important role in disseminating Chinese culture to consumers as a significant segment of the global film market. The Chinese film business is now a major study topic on a national, regional, and worldwide scale. As globalisation accelerates, a growing number of individuals select cinema as the most important cultural commodity for consumption, facilitating the growth of the film business. In 2018, China’s box office revenues increased by 9% to 8.9 billion dollars, compared to 11.38 billion dollars in North America [4]. However, unlike the film business in North America, notably in Hollywood, which has a high level of popularity among international audiences, the Chinese film industry is unusual in catering primarily to home audiences. For example, in 2018, Chinese and Hollywood films had equal box office receipts in the top 10, but local releases accounted for a significant portion of Chinese film sales [5].History shows that Chinese films not only remained popular among Chinese audiences but also were successfully exported to other countries, particularly Southeast Asia. Indeed, Malaysia and Singapore have historically dominated worldwide box office revenues for Chinese movies [6]. Chinese films have been a part of the Malaysian cinema market, and they are one of the most significant components of the local market [5], which is impacted to some degree by local consumers’ preferences.Chinese Malaysians who moved from China to Malaysia have a long history of participating in Chinese culture through Mahua or Nanyang literature, as well as film companies like the Shaw Brothers and Cathay-Keris [7, 8]. Watching Chinese films is a source of enjoyment and relaxation for many Chinese Malaysians, as well as a method to strengthen one’s sense of connection to one’s motherland. Given the cultural proximity between China and Malaysia [9], the Malaysian film industry’s purchase behaviour towards Chinese films could be influenced by cultural components used in cinema, such as linguistic proximity, which refers to the similarity in the language used in cultural products [10, 11]. For example, linguistic proximity may influence movie ticket purchases, TV channel subscriptions, and media streaming service memberships.Consumption incentives, on the other hand, are complicated, including a variety of elements. Furthermore, nothing is known about the effect of linguistic proximity in the link between Chinese film consuming reasons and buying behaviour. The major contributions of this study are as follows:(i)
This study determines the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians(ii)
It analyses the effect of linguistic proximity on Chinese Malaysians’ purchase behaviour towards Chinese films(iii)
It explores the role of linguistic proximity in the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians


## 2. Literature Review

### 2.1. Motivation Models

In earlier research evaluating user motivation behind a certain purchasing behaviour, a variety of motivation models were used. In a review, Kay [12] proposed that four approaches should be incorporated into motivation studies, including values-based, seeking or realizing benefits, expectancy theory, and needs-based approaches.A values-based approach attempts to illustrate motivation through the measurement of personal values. This method allows researchers to investigate the influence of personal values on motivation or behaviour, enabling designers to create products linked to personal values and significance.A seeking or realizing benefits approach considers the association between motivations and benefits from purchase behaviour. Benefits vary according to different purposes of purchase behaviour and could be based on attributes (i.e., the tangible attributes of a product), psychological gains (i.e., emotional benefits expected from a product), or a combination of both [13].The expectancy theory, which is often utilized in a workplace environment [14], has been adopted by various motivation studies, including those focusing on tourists’ motivation. According to this theory, one’s motivation to perform an activity is a function of the expectation that one will be able to undertake that activity and obtain the desired outcomes [14].The needs-based system is the most widely used of the four motivation techniques. This concept indicates that an individual’s conduct and behaviour are motivated by a wide variety of basic needs. Many motivation studies are based on Maslow’s [15] five-level hierarchy of needs. Individuals’ needs, in this case, are divided into five categories, including physiological needs, safety needs, the need for love and belonging, the need for respect, and the need for self-realization. The five stages are usually accomplished in a step-by-step process that resembles a ladder. After a given need has been met to a reasonable degree, it will progress to a higher level. The need to achieve a higher degree of demand becomes the driving factor that motivates corresponding behaviour.Maslow’s theory is useful for analysing motivation since it claims that people’s needs and desires vary in a hierarchical manner, implying that people’s requirements alter dynamically as they grow. Meanwhile, the dominant need in a particular period plays a vital role in motivating individuals to generate a specific behaviour. There are, however, disadvantages to this approach. For instance, the theory overemphasizes the vertical and hierarchical relationship between a person’s various needs while ignoring the conflicting goals of a person who may have multiple, simultaneous requirements in each period of development.In contrast to Maslow’s theory which posits exclusive needs for a certain time, the Censydiam user motivation analysis model considers a person’s different contradicting needs to avoid the drawbacks of Maslow’s more traditional theory. The Censydiam Institute of Synovate created the Censydiam user motivation analysis model, which integrates three conventional theories: Freud’s theory of sexual instinct/drive, Jung’s collective unconscious doctrine, and Adler’s inferiority and transcendence theory. Perhaps the most notable benefit of this model is that it considers needs that converge concomitantly rather than focusing solely on the dominant motivation.The Censydiam user motivation analysis model uses a two-dimensional and eight-quadrant analysis method, thereby dividing user motivation into two levels and eight types of motivation, as shown in Figure1.Figure 1
Censydiam user motivation analysis model.The two dimensions comprise the individual—group construct and the release—control mechanism.The individual-group dimension refers to an individual’s relationship with wider society and could be governed by motivation towards power or belonging. If a person’s behaviour is dominated by a motivation towards power, the individual will typically pursue personal success and peace and strive for a sense of independence. A motivation towards belonging, meanwhile, is characterized by the desire to be a part of a group and obtain support from group members [16].The release-control dimension describes an individual’s attitude towards desires and is manifested as enjoyment and control. When pursuing pleasure, individuals aim to satisfy their desires physically and psychologically to the maximum extent. Conversely, a motivation towards control drives a person to restrain their emotional needs and inner desires [16].In addition to these four primary motivations, the Censydiam user motivation model incorporates four supplementary motivation types: vitality, recognition, security, and conviviality. First, an individual motivated by vitality is generally curious about the external world and enjoys exploring novel pursuits and challenging themselves [17]. Second, recognition refers to an individual’s desire to be noticed by others indicating a sense of superiority [17]. However, it also suggests a lack of self-control and strength compared with those who embody personal success and abilities. Third, security relates to the need to be protected by others. Individuals motivated by security will depend on those they relied on during childhood or in the past. Finally, conviviality signifies that a prominent motivation behind behaviour is to share happiness with others [16]. Such behaviour is considered a valuable way to develop friendships [17].Compared with other motivation models, this model could facilitate a systematic analysis of multiple motivations behind complex behaviour due to its myriad dimensions since purchase behaviour towards Chinese films is relatively complex and involves numerous underlying motivations, especially when considering the Chinese film market’s shares in foreign markets. This model is an appropriate tool to employ for analysis and to explore other factors that may influence the relationship between personal motivation and purchase behaviour. In addition, the Censydiam user motivation analysis model has been employed in emerging studies examining the multicomponent motivations behind purchase behaviour towards cultural products such as Chinese videos [17], contemporary TV series [18], and tourism [16]. Thus, this model was deemed appropriate to achieve the objectives of the present study.


### 2.2. Cultural Proximity

The theory of cultural proximity is often adopted to explain the consumption of transnational media. The concept of cultural proximity was introduced by Straubhaar [19] to account for the trade success of transferring national and regional media products to global ones [19, 20], especially concerning media products in Hollywood [21]. According to Straubhaar [22], cultural proximity refers to nationally or locally produced material that is closer to and able to reinforce traditional identities based on regional, ethical, dialectical, religious, and other elements. Cultural proximity involves similarities in history, ethnicity, religion, language, and geography. Among all these factors, a similar language (i.e., linguistic proximity) is considered a significant determinant of audience preferences [23–25].Many scholars suggested that linguistic proximity is a key factor in increasing cross-national trade flows [26]. Other cultural components in films such as dress, ethnic types, gestures, body language, humour, music, religion, and lifestyle [24, 25, 27] may influence audience preferences and language, including the correct use of subtitles and dialogue. This is an essential component determining the success of box office earnings. Therefore, linguistic proximity plays a crucial role in consumer behaviour and will be investigated in this study to examine purchase behaviour towards films.As Straubhaar [20] argued, cultural proximity could be used to explain why audiences embrace or reject television programs such as soap operas. The impact of cultural proximity on audience attitudes towards foreign films has been examined in numerous previous cross-cultural studies. For instance, scholars have shown that cultural proximity predicts the popularity of Korean movies and TV dramas among Chinese audiences [28, 29] and Asian films among Malaysian audiences [10, 30]. Straubhaar’s [20] argument also provides a theoretical underpinning that enables an assessment of the extent to which Korean dramas are culturally acceptable to other Asian countries [11]. However, it is unclear whether linguistic proximity affects the purchase behaviour towards Chinese films among those who share similar language backgrounds with native Chinese people, such as Chinese Malaysians.Being two neighbouring Asian countries, China and Malaysia are regarded as possessing similar cultural and historical backgrounds. Chinese Malaysians have spoken and written Chinese abilities similar to native Chinese people, thus reducing the barriers to watching Chinese films. Hence, it is valuable to investigate the role of linguistic proximity in the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. The conceptual framework for this study is shown in Figure2.Figure 2
Conceptual framework.A previous study using Censydiam user motivation analysis model found that some motivation factors in the model can significantly predict purchase behaviour towards media products, such as subscriptions to Chinese videos on YouTube [17]. However, it is unknown about the role of linguistic proximity between motivations and purchase behaviour towards Chinese films, especially in overseas Chinese populations.In summary, based on the conceptual framework and previous findings, this study aims to identify the influence of linguistic proximity on the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. The hypotheses are as follows:H1: motivation of belonging, power, enjoyment, vitality, recognition, security, and conviviality has positive effects on Chinese Malaysians’ purchase behaviour towards Chinese filmsH2: motivation of control has a negative effect on Chinese Malaysians’ purchase behaviour towards Chinese filmsH3: linguistic proximity has a moderating effect on the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians


## 2.1. Motivation Models

In earlier research evaluating user motivation behind a certain purchasing behaviour, a variety of motivation models were used. In a review, Kay [12] proposed that four approaches should be incorporated into motivation studies, including values-based, seeking or realizing benefits, expectancy theory, and needs-based approaches.A values-based approach attempts to illustrate motivation through the measurement of personal values. This method allows researchers to investigate the influence of personal values on motivation or behaviour, enabling designers to create products linked to personal values and significance.A seeking or realizing benefits approach considers the association between motivations and benefits from purchase behaviour. Benefits vary according to different purposes of purchase behaviour and could be based on attributes (i.e., the tangible attributes of a product), psychological gains (i.e., emotional benefits expected from a product), or a combination of both [13].The expectancy theory, which is often utilized in a workplace environment [14], has been adopted by various motivation studies, including those focusing on tourists’ motivation. According to this theory, one’s motivation to perform an activity is a function of the expectation that one will be able to undertake that activity and obtain the desired outcomes [14].The needs-based system is the most widely used of the four motivation techniques. This concept indicates that an individual’s conduct and behaviour are motivated by a wide variety of basic needs. Many motivation studies are based on Maslow’s [15] five-level hierarchy of needs. Individuals’ needs, in this case, are divided into five categories, including physiological needs, safety needs, the need for love and belonging, the need for respect, and the need for self-realization. The five stages are usually accomplished in a step-by-step process that resembles a ladder. After a given need has been met to a reasonable degree, it will progress to a higher level. The need to achieve a higher degree of demand becomes the driving factor that motivates corresponding behaviour.Maslow’s theory is useful for analysing motivation since it claims that people’s needs and desires vary in a hierarchical manner, implying that people’s requirements alter dynamically as they grow. Meanwhile, the dominant need in a particular period plays a vital role in motivating individuals to generate a specific behaviour. There are, however, disadvantages to this approach. For instance, the theory overemphasizes the vertical and hierarchical relationship between a person’s various needs while ignoring the conflicting goals of a person who may have multiple, simultaneous requirements in each period of development.In contrast to Maslow’s theory which posits exclusive needs for a certain time, the Censydiam user motivation analysis model considers a person’s different contradicting needs to avoid the drawbacks of Maslow’s more traditional theory. The Censydiam Institute of Synovate created the Censydiam user motivation analysis model, which integrates three conventional theories: Freud’s theory of sexual instinct/drive, Jung’s collective unconscious doctrine, and Adler’s inferiority and transcendence theory. Perhaps the most notable benefit of this model is that it considers needs that converge concomitantly rather than focusing solely on the dominant motivation.The Censydiam user motivation analysis model uses a two-dimensional and eight-quadrant analysis method, thereby dividing user motivation into two levels and eight types of motivation, as shown in Figure1.Figure 1
Censydiam user motivation analysis model.The two dimensions comprise the individual—group construct and the release—control mechanism.The individual-group dimension refers to an individual’s relationship with wider society and could be governed by motivation towards power or belonging. If a person’s behaviour is dominated by a motivation towards power, the individual will typically pursue personal success and peace and strive for a sense of independence. A motivation towards belonging, meanwhile, is characterized by the desire to be a part of a group and obtain support from group members [16].The release-control dimension describes an individual’s attitude towards desires and is manifested as enjoyment and control. When pursuing pleasure, individuals aim to satisfy their desires physically and psychologically to the maximum extent. Conversely, a motivation towards control drives a person to restrain their emotional needs and inner desires [16].In addition to these four primary motivations, the Censydiam user motivation model incorporates four supplementary motivation types: vitality, recognition, security, and conviviality. First, an individual motivated by vitality is generally curious about the external world and enjoys exploring novel pursuits and challenging themselves [17]. Second, recognition refers to an individual’s desire to be noticed by others indicating a sense of superiority [17]. However, it also suggests a lack of self-control and strength compared with those who embody personal success and abilities. Third, security relates to the need to be protected by others. Individuals motivated by security will depend on those they relied on during childhood or in the past. Finally, conviviality signifies that a prominent motivation behind behaviour is to share happiness with others [16]. Such behaviour is considered a valuable way to develop friendships [17].Compared with other motivation models, this model could facilitate a systematic analysis of multiple motivations behind complex behaviour due to its myriad dimensions since purchase behaviour towards Chinese films is relatively complex and involves numerous underlying motivations, especially when considering the Chinese film market’s shares in foreign markets. This model is an appropriate tool to employ for analysis and to explore other factors that may influence the relationship between personal motivation and purchase behaviour. In addition, the Censydiam user motivation analysis model has been employed in emerging studies examining the multicomponent motivations behind purchase behaviour towards cultural products such as Chinese videos [17], contemporary TV series [18], and tourism [16]. Thus, this model was deemed appropriate to achieve the objectives of the present study.


## 2.2. Cultural Proximity

The theory of cultural proximity is often adopted to explain the consumption of transnational media. The concept of cultural proximity was introduced by Straubhaar [19] to account for the trade success of transferring national and regional media products to global ones [19, 20], especially concerning media products in Hollywood [21]. According to Straubhaar [22], cultural proximity refers to nationally or locally produced material that is closer to and able to reinforce traditional identities based on regional, ethical, dialectical, religious, and other elements. Cultural proximity involves similarities in history, ethnicity, religion, language, and geography. Among all these factors, a similar language (i.e., linguistic proximity) is considered a significant determinant of audience preferences [23–25].Many scholars suggested that linguistic proximity is a key factor in increasing cross-national trade flows [26]. Other cultural components in films such as dress, ethnic types, gestures, body language, humour, music, religion, and lifestyle [24, 25, 27] may influence audience preferences and language, including the correct use of subtitles and dialogue. This is an essential component determining the success of box office earnings. Therefore, linguistic proximity plays a crucial role in consumer behaviour and will be investigated in this study to examine purchase behaviour towards films.As Straubhaar [20] argued, cultural proximity could be used to explain why audiences embrace or reject television programs such as soap operas. The impact of cultural proximity on audience attitudes towards foreign films has been examined in numerous previous cross-cultural studies. For instance, scholars have shown that cultural proximity predicts the popularity of Korean movies and TV dramas among Chinese audiences [28, 29] and Asian films among Malaysian audiences [10, 30]. Straubhaar’s [20] argument also provides a theoretical underpinning that enables an assessment of the extent to which Korean dramas are culturally acceptable to other Asian countries [11]. However, it is unclear whether linguistic proximity affects the purchase behaviour towards Chinese films among those who share similar language backgrounds with native Chinese people, such as Chinese Malaysians.Being two neighbouring Asian countries, China and Malaysia are regarded as possessing similar cultural and historical backgrounds. Chinese Malaysians have spoken and written Chinese abilities similar to native Chinese people, thus reducing the barriers to watching Chinese films. Hence, it is valuable to investigate the role of linguistic proximity in the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. The conceptual framework for this study is shown in Figure2.Figure 2
Conceptual framework.A previous study using Censydiam user motivation analysis model found that some motivation factors in the model can significantly predict purchase behaviour towards media products, such as subscriptions to Chinese videos on YouTube [17]. However, it is unknown about the role of linguistic proximity between motivations and purchase behaviour towards Chinese films, especially in overseas Chinese populations.In summary, based on the conceptual framework and previous findings, this study aims to identify the influence of linguistic proximity on the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. The hypotheses are as follows:H1: motivation of belonging, power, enjoyment, vitality, recognition, security, and conviviality has positive effects on Chinese Malaysians’ purchase behaviour towards Chinese filmsH2: motivation of control has a negative effect on Chinese Malaysians’ purchase behaviour towards Chinese filmsH3: linguistic proximity has a moderating effect on the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians


## 3. Methods

### 3.1. Participants

An online questionnaire was administered among a total of 165 Chinese Malaysians (the sample size is in line with previous studies examining consumption motivations [17]), who are currently living in Malaysia.According to the Department of Statistics Malaysia [36] and the National Film Development Corporation Malaysia [39], Selangor is the region with the most population and number of films watched. In addition, a survey on the preference of Malaysian Chinese for Western or Chinese films showed that 16% of adults choose Chinese films. However, 34% of students choose Chinese films [31]. Therefore, this study selected three universities—Universiti Putra Malaysia (UPM), Universiti Tunku Abdul Rahman (UTAR), and Xiamen University Malaysia (XMUM)—in Selangor as the survey population. In this study, we conducted a stratified sampling technique to select students in consideration of the participants’ heterogeneity. The key idea is to stratify the population into three groups according to different universities. Then, we randomly select respondents from each group in terms of gender proportion.


### 3.2. Demographics

The survey showed that 70.91% of the participants were between 18 and 27 years old, and 26.67% were 27 years old or older. Only 2.40% of the participants were below the age of 18. Males accounted for 48.50% of participants, and 51.50% were female (Table1).Table 1
Demographics.
FrequencyPercentageAge18 and below42.4018–2711770.9127 and above4426.67GenderMale8048.50Female8551.50


### 3.3. Procedure

The study was conducted via an online questionnaire survey. All participants were compensated (RM 10) and debriefed after completing the survey.An independent pilot study was conducted among 30 participants prior to the main study to validate the survey and assess the questionnaire structure. Proposals in terms of literal expressions from the supervisory committee were collected. The final version of the questionnaires was developed based on participant input and recommendations from the pilot study. The survey was divided into five sections, each with its own instructions explaining the content of each part.The first section collected demographic information, including 11 items (such as gender and language abilities). Media exposure and purchase behaviour towards films—particularly Chinese films—were examined by means of 4 items in the second section (e.g., how often do you watch Chinese films). The third section featured 8 questions to estimate participants’ attitudes towards the involvement of linguistic proximity in Chinese films using a 5-point Likert scale (e.g., I think the Chinese subtitles make me easy to understand dialect dialogue). The fourth section explored consumption motivations based on the Censydiam user model consisting of the aforementioned eight factors using a 5-point Likert scale. It included 3 items for each factor (e.g., I watch Chinese films that make me feel comfortable). Finally, the fifth section evaluated participants’ purchase behaviour towards Chinese films with 3 items using a 5-point Likert scale (e.g., I subscribe and pay for some channels for Chinese films).


### 3.4. Analyses

We first analysed media exposure using frequency description and then conducted reliability analysis and factor analysis to test the reliability and validity of the Censydiam user model, respectively. We next conducted linear regression analyses using motivation and linguistic proximity as predictors and purchase behaviour as a dependent variable to explore the distinct influences of consumer motivations and linguistic proximity on Chinese Malaysians’ purchasing behaviour towards Chinese films. Furthermore, moderation analysis was performed to further investigate the role of linguistic proximity in the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. The analyses were performed using the jamovi toolbox (https://www.jamovi.org).


## 3.1. Participants

An online questionnaire was administered among a total of 165 Chinese Malaysians (the sample size is in line with previous studies examining consumption motivations [17]), who are currently living in Malaysia.According to the Department of Statistics Malaysia [36] and the National Film Development Corporation Malaysia [39], Selangor is the region with the most population and number of films watched. In addition, a survey on the preference of Malaysian Chinese for Western or Chinese films showed that 16% of adults choose Chinese films. However, 34% of students choose Chinese films [31]. Therefore, this study selected three universities—Universiti Putra Malaysia (UPM), Universiti Tunku Abdul Rahman (UTAR), and Xiamen University Malaysia (XMUM)—in Selangor as the survey population. In this study, we conducted a stratified sampling technique to select students in consideration of the participants’ heterogeneity. The key idea is to stratify the population into three groups according to different universities. Then, we randomly select respondents from each group in terms of gender proportion.


## 3.2. Demographics

The survey showed that 70.91% of the participants were between 18 and 27 years old, and 26.67% were 27 years old or older. Only 2.40% of the participants were below the age of 18. Males accounted for 48.50% of participants, and 51.50% were female (Table1).Table 1
Demographics.
FrequencyPercentageAge18 and below42.4018–2711770.9127 and above4426.67GenderMale8048.50Female8551.50


## 3.3. Procedure

The study was conducted via an online questionnaire survey. All participants were compensated (RM 10) and debriefed after completing the survey.An independent pilot study was conducted among 30 participants prior to the main study to validate the survey and assess the questionnaire structure. Proposals in terms of literal expressions from the supervisory committee were collected. The final version of the questionnaires was developed based on participant input and recommendations from the pilot study. The survey was divided into five sections, each with its own instructions explaining the content of each part.The first section collected demographic information, including 11 items (such as gender and language abilities). Media exposure and purchase behaviour towards films—particularly Chinese films—were examined by means of 4 items in the second section (e.g., how often do you watch Chinese films). The third section featured 8 questions to estimate participants’ attitudes towards the involvement of linguistic proximity in Chinese films using a 5-point Likert scale (e.g., I think the Chinese subtitles make me easy to understand dialect dialogue). The fourth section explored consumption motivations based on the Censydiam user model consisting of the aforementioned eight factors using a 5-point Likert scale. It included 3 items for each factor (e.g., I watch Chinese films that make me feel comfortable). Finally, the fifth section evaluated participants’ purchase behaviour towards Chinese films with 3 items using a 5-point Likert scale (e.g., I subscribe and pay for some channels for Chinese films).


## 3.4. Analyses

We first analysed media exposure using frequency description and then conducted reliability analysis and factor analysis to test the reliability and validity of the Censydiam user model, respectively. We next conducted linear regression analyses using motivation and linguistic proximity as predictors and purchase behaviour as a dependent variable to explore the distinct influences of consumer motivations and linguistic proximity on Chinese Malaysians’ purchasing behaviour towards Chinese films. Furthermore, moderation analysis was performed to further investigate the role of linguistic proximity in the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. The analyses were performed using the jamovi toolbox (https://www.jamovi.org).


## 4. Results

### 4.1. Frequency Analysis

Most of the participants indicated that they had learned Chinese for more than 12 years (58.80%), while 30.30% of participants had learned Chinese for 10–12 years. Moreover, 6.10% of participants learned Chinese for 7–9 years, and only 0.60% of them had studied Chinese for 1–3 years or fewer (1.20%). In addition, for most of the participants, the highest level of Chinese education was secondary school (81.80%), followed by undergraduate level (9.70%) and primary school (6.10%). Only 1.2% of participants had completed Chinese education at preschool (1.20%) or postgraduate levels (1.20%). Meanwhile, most participants understood the written languages in Malay, English, and Chinese (89.10%), and the dominant spoken language was Mandarin (78.80%), followed by English (10.30%; Table2).Table 2
Language abilities.
FrequencyPercentageHow long have you learned Chinese?One year or less21.201–3 years10.604–6 years53.007–9 years106.1010–12 years5030.3012 years or more9758.80What is the highest level of Chinese education you have completed?Kindergarten and below21.20Primary school106.10Secondary school13581.80Undergraduate169.70Postgraduate21.20Which written language(s) do you understand?Chinese148.50English and Chinese42.40Malay, English, and Chinese14789.10Which spoken language do you prefer?Cantonese63.60English1710.30Hokkien127.30Mandarin13078.80In terms of media exposure, most participants reported watching Chinese films less than once a month (34.40%), followed by more than four times a month (25.60%), and 16.30% of the participants reported watching Chinese films once a month. Other participants tended to watch Chinese films 2–4 times a month (6.30%–8.80%). Additionally, most participants reported watching Chinese movies via websites (61.50%) and applications (24.80%), and other participants preferred cinema (6.20%) or TV (7.50%). Last, drama and comedy were the most popular genres among participants, with 29.10% and 28.50% of participants choosing them as favourites, respectively; these were followed by action (18.20%) and romance (13.90%; Table3).Table 3
Media exposure.
FrequencyPercentageHow often do you watch Chinese films?Less than once a month5534.40Once a month2616.30Twice a month148.80Three times a month148.80Four times a month106.30More than four times a month4125.60Which platform do you use to watch Chinese films?Cinema106.20TV127.50Websites9961.50Applications4024.80Which genre of Chinese film do you like?Action3018.20Animation42.40Comedy4728.50Drama4829.10Fantasy95.50Romance2313.90Thriller42.40


### 4.2. Reliability Analysis

A reliability analysis yielding Cronbach’s alpha coefficients was undertaken to assess the dependability of the Censydiam user motivation analysis model. A survey that has a coefficient greater than 0.7 is considered reliable [32]. The overall scale and all factors had coefficients over 0.8 in our study, showing that the Censydiam user motivation analysis model in our sample was credible (Table 4).Table 4
Reliability analysis.
Cronbach’sαOverall0.87Belonging0.85Control0.86Power0.84Enjoyment0.85Vitality0.87Recognition0.85Security0.85Conviviality0.87


### 4.3. Factor Analysis

To further examine the validity of the Censydiam user motivation analysis model, we conducted exploratory and confirmatory factor analyses. The KMO value was 0.81, while Bartlett’s test of sphericity yielded a value ofp<0.001 indicating that the Censydiam user motivation analysis model was valid. Furthermore, the RMSEA value of 0.00 signified that the factor analysis was effective (Table 5). The factors in the Censydiam user motivation analysis model were considered independent variables.Table 5
Factor analysis.
Exploratory factor analysisKMO0.81Bartlett’s test of sphericityχ2661P<0.001Confirmatory factor analysisRMSEA0.00AIC5299BIC5435


### 4.4. Regression Analysis

Once the validity of the model was confirmed, we then aimed to examine the relationship between consumption motivations and purchase behaviour, as well as the relationship between linguistic proximity and purchase behaviour towards Chinese films. Thus, we conducted linear regressions using purchase behaviour as a dependent variable and motivation and linguistic proximity as independent variables.As given in Table6, the model that included all motivation factors was significant (F = 9.59, p<0.001), while the R2 value was 0.33, which suggests that the overall motivations could account for a 33% change in purchase behaviour towards Chinese films. More specifically, the regression coefficients of vitality (t = 4.95, p<0.001), belonging (t = 3.56, p<0.001), and control (t = −2.34, p<0.05) were significant, implying that these motivations could influence Chinese Malaysians’ purchase behaviour towards Chinese films. Hence, motivations of vitality and belonging could positively predict purchase behaviour, while the motivation of control negatively predicts purchase behaviour towards Chinese films among Chinese Malaysians, which reveals that findings are consistent with the hypotheses.Table 6
Linear regression of motivations.
PredictorsUnstandardized coefficientstPR2AdjustedR2FBStandard errorBelonging0.430.123.56<0.0010.330.309.59Control−0.320.14−2.340.02Power−0.180.15−1.160.25Enjoyment0.040.140.270.79Vitality0.610.124.95<0.001Recognition0.030.100.300.77Security−0.120.12−1.010.32Conviviality−0.040.12−0.360.72Table7 provides that the model including measurements of linguistic proximity was significant (F = 11.70, p<0.001), and the R2 value was 0.07, which indicates that linguistic proximity could explain a 7.00% change in purchase behaviour towards Chinese films. Thus, linguistic proximity has a positive impact on purchase behaviour towards Chinese movies (t = 3.42, p<0.001).Table 7
Linear regression of linguistic proximity.
PredictorUnstandardized coefficientstPR2AdjustedR2FBStandard errorProximity0.240.073.42<0.0010.070.0611.70


### 4.5. Moderation Analysis

Both consumption motivations and linguistic proximity might predict purchasing behaviour for Chinese films, according to the findings. The link between these three factors was then explored, with the goal of determining if linguistic proximity (modulator) moderates the association between consumption motivations (predictor) and purchase behaviour (dependent variable) for Chinese films among Chinese Malaysians. In terms of consumption motivations, we identified those that, according to the linear regression analysis, could strongly predict purchase behaviour.Results showed that linguistic proximity significantly moderated the association between the motivation of belonging and purchase behaviour towards Chinese films (B = 0.09, Z = 4.14, p<0.001). A simple slope analysis was then employed to separate the moderator variable into low (mean minus 1 SD), average (mean), and high groups (mean plus 1 SD). Findings indicated that belonging could positively predict purchase behaviour only if linguistic proximity was at average (B = 0.40, Z = 4.93, p<0.01) or high levels (B = 0.68, Z = 6.33, p<0.01; Table 8).Table 8
Moderation analysis.
BStandard errorZPModeration estimatesBelonging0.390.085.13<0.001Linguistic proximity0.050.060.850.4Belonging∗ linguistic proximity0.090.024.14<0.001Simple slope analysisLow linguistic proximity0.110.111.040.3Average linguistic proximity0.400.084.93<0.001High linguistic proximity0.680.116.33<0.001


## 4.1. Frequency Analysis

Most of the participants indicated that they had learned Chinese for more than 12 years (58.80%), while 30.30% of participants had learned Chinese for 10–12 years. Moreover, 6.10% of participants learned Chinese for 7–9 years, and only 0.60% of them had studied Chinese for 1–3 years or fewer (1.20%). In addition, for most of the participants, the highest level of Chinese education was secondary school (81.80%), followed by undergraduate level (9.70%) and primary school (6.10%). Only 1.2% of participants had completed Chinese education at preschool (1.20%) or postgraduate levels (1.20%). Meanwhile, most participants understood the written languages in Malay, English, and Chinese (89.10%), and the dominant spoken language was Mandarin (78.80%), followed by English (10.30%; Table2).Table 2
Language abilities.
FrequencyPercentageHow long have you learned Chinese?One year or less21.201–3 years10.604–6 years53.007–9 years106.1010–12 years5030.3012 years or more9758.80What is the highest level of Chinese education you have completed?Kindergarten and below21.20Primary school106.10Secondary school13581.80Undergraduate169.70Postgraduate21.20Which written language(s) do you understand?Chinese148.50English and Chinese42.40Malay, English, and Chinese14789.10Which spoken language do you prefer?Cantonese63.60English1710.30Hokkien127.30Mandarin13078.80In terms of media exposure, most participants reported watching Chinese films less than once a month (34.40%), followed by more than four times a month (25.60%), and 16.30% of the participants reported watching Chinese films once a month. Other participants tended to watch Chinese films 2–4 times a month (6.30%–8.80%). Additionally, most participants reported watching Chinese movies via websites (61.50%) and applications (24.80%), and other participants preferred cinema (6.20%) or TV (7.50%). Last, drama and comedy were the most popular genres among participants, with 29.10% and 28.50% of participants choosing them as favourites, respectively; these were followed by action (18.20%) and romance (13.90%; Table3).Table 3
Media exposure.
FrequencyPercentageHow often do you watch Chinese films?Less than once a month5534.40Once a month2616.30Twice a month148.80Three times a month148.80Four times a month106.30More than four times a month4125.60Which platform do you use to watch Chinese films?Cinema106.20TV127.50Websites9961.50Applications4024.80Which genre of Chinese film do you like?Action3018.20Animation42.40Comedy4728.50Drama4829.10Fantasy95.50Romance2313.90Thriller42.40


## 4.2. Reliability Analysis

A reliability analysis yielding Cronbach’s alpha coefficients was undertaken to assess the dependability of the Censydiam user motivation analysis model. A survey that has a coefficient greater than 0.7 is considered reliable [32]. The overall scale and all factors had coefficients over 0.8 in our study, showing that the Censydiam user motivation analysis model in our sample was credible (Table 4).Table 4
Reliability analysis.
Cronbach’sαOverall0.87Belonging0.85Control0.86Power0.84Enjoyment0.85Vitality0.87Recognition0.85Security0.85Conviviality0.87


## 4.3. Factor Analysis

To further examine the validity of the Censydiam user motivation analysis model, we conducted exploratory and confirmatory factor analyses. The KMO value was 0.81, while Bartlett’s test of sphericity yielded a value ofp<0.001 indicating that the Censydiam user motivation analysis model was valid. Furthermore, the RMSEA value of 0.00 signified that the factor analysis was effective (Table 5). The factors in the Censydiam user motivation analysis model were considered independent variables.Table 5
Factor analysis.
Exploratory factor analysisKMO0.81Bartlett’s test of sphericityχ2661P<0.001Confirmatory factor analysisRMSEA0.00AIC5299BIC5435


## 4.4. Regression Analysis

Once the validity of the model was confirmed, we then aimed to examine the relationship between consumption motivations and purchase behaviour, as well as the relationship between linguistic proximity and purchase behaviour towards Chinese films. Thus, we conducted linear regressions using purchase behaviour as a dependent variable and motivation and linguistic proximity as independent variables.As given in Table6, the model that included all motivation factors was significant (F = 9.59, p<0.001), while the R2 value was 0.33, which suggests that the overall motivations could account for a 33% change in purchase behaviour towards Chinese films. More specifically, the regression coefficients of vitality (t = 4.95, p<0.001), belonging (t = 3.56, p<0.001), and control (t = −2.34, p<0.05) were significant, implying that these motivations could influence Chinese Malaysians’ purchase behaviour towards Chinese films. Hence, motivations of vitality and belonging could positively predict purchase behaviour, while the motivation of control negatively predicts purchase behaviour towards Chinese films among Chinese Malaysians, which reveals that findings are consistent with the hypotheses.Table 6
Linear regression of motivations.
PredictorsUnstandardized coefficientstPR2AdjustedR2FBStandard errorBelonging0.430.123.56<0.0010.330.309.59Control−0.320.14−2.340.02Power−0.180.15−1.160.25Enjoyment0.040.140.270.79Vitality0.610.124.95<0.001Recognition0.030.100.300.77Security−0.120.12−1.010.32Conviviality−0.040.12−0.360.72Table7 provides that the model including measurements of linguistic proximity was significant (F = 11.70, p<0.001), and the R2 value was 0.07, which indicates that linguistic proximity could explain a 7.00% change in purchase behaviour towards Chinese films. Thus, linguistic proximity has a positive impact on purchase behaviour towards Chinese movies (t = 3.42, p<0.001).Table 7
Linear regression of linguistic proximity.
PredictorUnstandardized coefficientstPR2AdjustedR2FBStandard errorProximity0.240.073.42<0.0010.070.0611.70


## 4.5. Moderation Analysis

Both consumption motivations and linguistic proximity might predict purchasing behaviour for Chinese films, according to the findings. The link between these three factors was then explored, with the goal of determining if linguistic proximity (modulator) moderates the association between consumption motivations (predictor) and purchase behaviour (dependent variable) for Chinese films among Chinese Malaysians. In terms of consumption motivations, we identified those that, according to the linear regression analysis, could strongly predict purchase behaviour.Results showed that linguistic proximity significantly moderated the association between the motivation of belonging and purchase behaviour towards Chinese films (B = 0.09, Z = 4.14, p<0.001). A simple slope analysis was then employed to separate the moderator variable into low (mean minus 1 SD), average (mean), and high groups (mean plus 1 SD). Findings indicated that belonging could positively predict purchase behaviour only if linguistic proximity was at average (B = 0.40, Z = 4.93, p<0.01) or high levels (B = 0.68, Z = 6.33, p<0.01; Table 8).Table 8
Moderation analysis.
BStandard errorZPModeration estimatesBelonging0.390.085.13<0.001Linguistic proximity0.050.060.850.4Belonging∗ linguistic proximity0.090.024.14<0.001Simple slope analysisLow linguistic proximity0.110.111.040.3Average linguistic proximity0.400.084.93<0.001High linguistic proximity0.680.116.33<0.001


## 5. Discussion

Over the past decade, many countries’ industrial profiles have emphasized the direction of the cultural economy [32, 33], thus highlighting the importance of investigating consumption motivations behind the purchase behaviour towards cultural products such as films. As a neighbouring country to China, Malaysian culture embraces a broad range of similarities with Chinese culture. For instance, the linguistic proximity between China and Malaysia may play a key role in facilitating an understanding of films’ storylines for audiences of Chinese cinema, which may further contribute to the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. Based on this background, the present study examined the relationship between Chinese Malaysians’ consumption motivations, linguistic proximity, and purchase behaviour surrounding Chinese films.First, the survey demonstrated that most participants among our sample do not watch Chinese films frequently (i.e., once a month or weekly), and most of them prefer watching Chinese movies via websites or applications on electronic devices. Meanwhile, drama and comedy were the most popular film genres among the participants. To some extent, the present study illustrates how Chinese Malaysians are exposed to the media, especially to Chinese films.The study affirmed the reliability and validity of the Censydiam user motivation analysis model in estimating consumption motivations in terms of cultural products, particularly concerning Chinese films. The different motivation elements in this model could independently illustrate distinct profiles of consumer consumption motivations, thereby positioning the model as a promising measurement tool for other research fields.According to the Censydiam user motivation analysis model, participants were commonly driven to watch Chinese films due to the underlying motivations of belonging and vitality. Conversely, the ability of self-control was negatively related to purchase behaviour towards Chinese films.Evidence has shown that cultural proximity plays a vital role in cross-cultural activities [26, 34]. In this context, the feeling of belonging may motivate Chinese Malaysians to choose to watch Chinese films so as to strengthen their collective spirit, which is considered a crucial means of acceptance within a social group or community [16]. Particularly for overseas immigrants, the feeling of belonging is regarded as a form of support that could help individuals strengthen social bonds with others.Furthermore, the motivation of vitality, an activity that emphasizes delight and curiosity, stimulates purchase behaviour for Chinese films. In previous studies using the Censydiam user motivation analysis model to examine individuals’ consumption motivations, vitality was also seen to positively predict purchase behaviour towards media products such as subscriptions to Chinese videos on YouTube [17]. It is reasonable that consumers tend to choose a cultural product to obtain pleasure and satisfy curiosity. Watching Chinese films offers Chinese Malaysians a way to meet both needs.The ability to control implies that consumers could manipulate and even suppress their purchase behaviour and need to feel that they are in control of their desires [35]. In the present study, the negative association between motivation to control and purchase behaviour towards Chinese films suggested that, despite having strong needs, it is easier for those who succeed in self-regulation to inhibit their desire to watch Chinese films. It results in less purchase behaviour towards Chinese cinema in daily life.Meanwhile, linguistic proximity is another predictor positively linked to purchase behaviour towards Chinese films among Chinese Malaysians. In line with previous theoretical and empirical studies [9, 11], the present research posits the significance of cultural proximity in media products. First, language ability determines the extent to which consumers can understand the central meaning of films expressed by filmmakers. Second, some features used in Chinese films could also contribute to the convenience of language comprehension during the film-viewing process [29]. For instance, Chinese subtitles and dialogue could facilitate an understanding of the storylines and make consumers feel comfortable when they watch films.Notably, the study found that linguistic proximity moderates the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. More specifically, individuals’ motivation for belonging could positively predict purchase behaviour only when they present an average or high level of linguistic proximity. The results support our hypothesis that linguistic proximity plays a vital role in Chinese Malaysians’ consumption motivation and purchase behaviour towards Chinese films. In cross-cultural studies, scholars have proposed that consumers tend to select cultural products that exhibit similarities to their cultural backgrounds [30], whereas participants could be driven by a strong feeling of belonging when choosing to watch Chinese films. This relationship will be absent if the linguistic proximity is relatively low, further suggesting the importance of linguistic proximity in the relationship between consumption motivations and purchase behaviour towards Chinese films among Chinese Malaysians. Therefore, these findings demonstrate that, in the process of cultural transmission, it is crucial to attach significance to linguistic proximity by, for instance, involving accurate dialect and subtitles in the films.


## 6. Conclusions

The goal of this study was to look at the cultural factors influencing Chinese Malaysians’ preferences for Chinese films that seek to maintain their cultural identity in a mixed society like Malaysia’s. Cultural proximity was used as the main theory to determine the factors that influence Chinese Malaysians’ preference for Chinese films due to the historical and cultural relationship between Chinese Malaysians and Chinese. Results under 5 subsections—moderation analysis, regression analysis, factor analysis, reliability analysis, and frequency—showed that Chinese Malaysians are driven to watch Chinese films due to their underlying motivations of belonging and vitality, while self-control is negatively related to Chinese Malaysians’ purchase behaviour towards Chinese films. Furthermore, linguistic closeness might predict Chinese Malaysians’ desire to watch Chinese films. The association between consuming incentives and buying behaviour for Chinese films is moderated by linguistic proximity. However, an average or high degree of linguistic proximity of customers can predict purchasing behaviour. As a result, linguistic proximity provides both theoretical and practical assistance for cross-cultural communication for Chinese film distribution in Malaysia. Other aspects of cultural closeness, consumption reasons, and buying behaviour towards Chinese films among Chinese Malaysians may be investigated in the future study [36–40].



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*Source: 4174850-2022-07-08.xml*