Dr. Sheimaa Hameed Rasheed (1)
General Background: Museums play an important role in preserving cultural heritage and supporting cultural tourism development through effective management and interpretation of archaeological collections. Knowledge Gap: Despite Iraq’s rich archaeological heritage, the integration of museum anthropology within the marketing mix of museum tourism remains limited, resulting in a gap between heritage potential and actual tourism marketing practices. Aims: This study aims to analyze the role of museum anthropology dimensions in shaping the marketing mix strategies of museum tourism in Iraq and to identify their contribution to improving tourism performance in museums. Results: Using a descriptive analytical approach and data collected from 92 respondents working in the Iraqi Museum and the State Board of Antiquities and Heritage, the museum anthropology has a statistically significant relationship with the 4Cs marketing mix. The spatial dimension demonstrates the strongest contribution to visitor value, pricing, place, and communication elements within the museum tourism marketing framework. Novelty: The study provides an integrated analytical model linking museum anthropology dimensions with the 4Cs marketing mix within the context of Iraqi museum tourism. Implications: The findings highlight the need for modern marketing strategies, improved interpretation of cultural heritage, stronger institutional collaboration to support sustainable museum tourism development.
Keywords: Museum Anthropology, Museum Tourism, Marketing Mix, Cultural Heritage, Tourism Marketing
Key Findings Highlights
Spatial aspects of museum anthropology show the strongest statistical relationship with the tourism marketing framework.
Museum operations still rely heavily on traditional exhibition practices with limited interpretive communication.
Archaeological heritage resources remain underutilized within structured tourism management strategies.
In the field of scientific research in general, and archaeological tourism in particular, the field of museum anthropology is referred to as very important due to its active role in documenting, preserving and displaying archaeological finds within scientific and methodological frameworks, and thus represents a pivotal pillar in employing this heritage as a cultural and tourism resource, in a way that contributes to the activation of cultural tourism and enhancing awareness of cultural identity.In the entire tourism development process, the anthropology of museums represents an independent variable in this research, on a related level, for many, the marketing mix of museum tourism represents the knowledge and field pillar in the process of directing the marketing performance of the archaeological and historical facility, as the aforementioned mix represents an integrated system that contributes to highlighting the symbolic and functional value of the museum, in this context, the mix constitutes an interactive state between its basic elements, in order to ensure the presentation and pricing of the museum product The research aims to build an analytical vision that can be adopted in the development of innovative and sustainable marketing strategies for museum tourism, taking into account the preservation of heritage and maximizing the cultural values that are presented, and analyzing the impact of this on the effectiveness of marketing performance and the attractiveness of the museum tourism product, highlighting the gap between the available Iraqi archaeological potential and the actual marketing practices.) Observation by the departments working in the Iraqi Museum and the Antiquities and Heritage Commission, and the research included four topics, the first of which included the most prominent axes of the methodology, while the second represented the theoretical framework of the research, the third topic was the field aspect, and finally the fourth topic included the most important conclusions, recommendations and suggestions.
First: The problem: Despite the exceptional importance of museum anthropology as a fundamental pillar in building the cultural tourism product, and the archaeological stock that Iraqi museums possess, which is one of the founding pillars of human civilization, the practical reality of museum tourism in Iraq reveals a clear lack of employment of this asset within a systematic marketing framework, as anthropology is still The museum is presented as rigid knowledge content, separate from modern tourism marketing tools, and not effectively integrated into the elements of the marketing mix, whether at the level of the design of the museum's tourism product, pricing policies, promotion strategies, or tourism distribution channels. Museum anthropology and the marketing mix of Iraqi museum tourism, and this reality has contributed to weakening the competitiveness of Iraqi museums, limiting their role in attracting interested tourists, and reducing their contribution to sustainable tourism development.The museum is part of the marketing mix of Iraqi museum tourism, and the analysis of its impact on the effectiveness of marketing performance and the attractiveness of the museum tourism product, highlighting the gap between the archaeological potential available in Iraq in general and the actual marketing practices currently in place.
Questions: The main and sub-questions of the research can be crystallized as follows:
The main question: What is the level of influence of museum anthropology in determining the form and content of the marketing mix strategies for museum tourism in Iraq?
Sub-questions: The most important sub-questions can be clarified as follows:
A. What is the level of knowledge of the tourism departments in the Iraqi museums about the contents of museum anthropology?
B- What are the most important adopters of the marketing mix adopted by Iraqi museums as a marketing message ?
To what extent can successful marketing foundations be built to stimulate museum tourism based on Iraq's deep cultural heritage?
Importance :
The importance of this research work is highlighted by the importance of understanding the uninvested relationship between museum anthropology and the marketing mix of Iraqi museum tourism, as the research in its pillar is a reading of the anthropology of museums not only as a heritage repertoire, but also as a strategic resource capable of being effective in the process of building a competitive museum tourism product, if it is well integrated within a comprehensive scientific marketing system. The research on the scientific track emerges in an initial attempt to fill a clear knowledge gap in the Iraqi literature, especially those that have been concerned with the marketing of museums from an integrative archaeological-tourism perspective, by analyzing the impact of museum anthropology on the elements of the marketing mix, and clarifying the shortcomings and imbalances in the recruitment mechanisms at the moment.
At the applied level, the importance of the research is highlighted by the importance of the field that was adopted in the field study, which is the most prominent civilizational façade of Iraq, represented by archaeological tourism, and the Iraqi Museum, which embraces the most important archaeological finds that successive civilizations have visited in the history of this ancient country, which if used correctly can be the basis for a unique tourism renaissance at the global level.
Fourth: The most important objectives of the research can be stated in the following points:
Fifth: The Hypothetical Plan
The hypothetical diagram of the study represents the diagnosed picture of the influence relationships that interact between the variables under research, in which the researcher identifies an initial opinion that is tested to accept or reject, and in the current research, the hypothetical diagram has been built that combines the effect relationship between the independent variable museum anthropology with its dimensions (spatial/temporal/cognitive/interactive) and the museum marketing mix CS 4 as an approved variable in its dimensions (Visitor Value (Product) / Payment Value (Price) Convenience (Place) / Communication (Promotion)) The figure below represents the hypothetical scheme of the research.
Figure 1. Effect Relationship of Figure (1)
Source: Prepared by the researcher
Hypotheses: The hypothesis is defined as the starting point of any research, and the hypothesis in general is an intelligent guess and a possible explanation that is made by linking the causes to the causes as a temporary explanation of the problem or phenomenon under study.
Main Hypothesis: There is a statistically significant effect of the dimensions of museum anthropology on the marketing mix strategies (4Ps) of museum tourism in Iraq, and the following sub-hypotheses are subsidiary:
1-1 - The dimensions of museum anthropology have a statistically significant effect on the visitor value (product dimension) of museum tourism in Iraq.
2-1 - There is a statistically significant effect of the integrated dimensions of museum anthropology on pricing strategies (perceived payment value) within the museum tourism sector in Iraq.
1-3- The combined dimensions of museum anthropology significantly influence the place (distribution) dimension of museum tourism in Iraq.
4-1 - The dimensions of museum anthropology exert a statistically significant effect on the communication (promotion) activities of museum tourism in Iraq.
Seventh: Curriculum
The researcher adopted the descriptive-analytical method, by studying the relationship between the main and sub-variables by collecting and analyzing data related to the variables and the field location, as the descriptive method is represented as an adopted method of obtaining adequate and accurate information that depicts the social reality, which affects all activities and contributes to the analysis of its phenomena, and the descriptive method aims to collect accurate information about a specific phenomenon and address the details related to it.
Eighth: Research Limits: The primary constraints encountered in this research are outlined below:
Ninth - Research and Sample Community : As a result of the scientific, knowledge, tourism and national importance enjoyed by the Iraqi Museum and the Antiquities and Heritage Commission, as the most prominent facility in the archaeological and heritage field in Iraq, this important organization was chosen to be the space that accommodates the field aspect of the research, and the Iraqi Museum was therefore selected as the empirical setting of the study. The researcher distributed (103) questionnaires to members of the administrative leadership, including directors, their deputies, heads of departments, and unit supervisors. A total of (98) questionnaires were retrieved, and after screening and data coding procedures, (92) valid responses were retained for statistical analysis. These valid responses represented (89.32%) of the total distributed forms, with no cases excluded due to incomplete or inconsistent data.
Tenth: Specifications of the research sample: Table 1 shows the most important specifications of the research sample, which are expressed in the points below:
Figure 2. Table (1) Characteristics of the Research Sample
Source: Figure prepared by the researcher
Eleventh : Data collection methods
The current research adopted a number of methods and sources to collect the necessary and necessary data to achieve the research objectives, in both theoretical and field aspects, as follows:
Figure 3. Table (2) Description of the Questionnaire and Approved Measures
Source: Table prepared by the researcher
Twelfth: Statistical Tools Used: The researcher adopted ready-made statistical programs (AMOS/SPSS) in statistical processing processes, which include a number of indicators, including:
Thirteenth:Research Research Questionnaire Tests: In order to ensure the validity of the tool adopted in the field (questionnaire), the researcher took steps to ensure the sobriety of the research work and the sobriety of the adopted questionnaire, including the following steps:
Figure 4. Table (3) Stability of the search scale by the half-hash method
Source: Table prepared by the researcher based on the results of the statistical program
Museum anthropology
1- Concept: Specialists in the field of tourism trace the scientific origins of many variables that are adapted from the social sciences in order to serve the tourism idea with a wide range and complexity, and one of those variables whose scientific origin is traced and definitions are developed about them is museum anthropology, as it is defined as the critical approach that is interested in understanding the archaeological context by analyzing the relationships between artifacts, excavation records, the origins of finds, archives and societies, instead of sufficing with presenting Objects as separate physical parts within the halls of different museums" (Harrison, 2013: 174), and Pearce (2016: 95) pointed out that it can be defined as "the process of studying and interpreting archaeological materials preserved in any museum in order to deepen the public's understanding of nature and the reality of the human past. , as defined as "the scientific field concerned with the study of how archaeological knowledge is produced, preserved, displayed, and interpreted within museums, and in which the role of archaeological finds, archives, museum collections, and institutional practices in the context of the process of deepening understanding of the human past is emphasized" (Stevnson, 2022:76, and the researcher believes that museum anthropology can be defined as (The scientific and practical overlap between the adopters of archaeology, museums and tourism, with the aim of taking the cultural heritage out of mere conservation of archaeological finds, to making the display process as research spaces that contribute to the production of a tourism service based on archaeological knowledge, documentation and classification, restoration of context, and knowledge communication between tourists at all levels and between the human and civilizational heritage.
2. Importance: The importance of museum anthropology can be indicated through the following points:
(Alturki, 2020:120/Ndogoto et al, 2024:34/Kömleksiz,2023:98)
A. Preservation of heritage and knowledge and human heritage, as museums are institutions whose main purpose is to preserve and manage the material and human heritage of ancient civilizations and to transmit the products of this knowledge to future generations.
B. Working as an important part of the scientific research activity and the processes of producing archaeological knowledge through the processes of collection and study, as it does not represent a place for the abstract display of historical remains, but rather represents a research environment for exploring the context of the objects and analyzing them, and thus it is like any scientific laboratory producing knowledge.
C. The Educational Role and Spreading Awareness and Educating the Public Education Museums are an important educational and educational role as they provide the public with opportunities to learn history and archaeology through educational programs, events, guided tours organized by official or semi-official bodies or tours made by individuals in general. C. Building cultural and human identity, as museum archaeological work helps to consolidate the cultural identity of the peoples of the world by presenting ancient stories and civilizations in a way that connects the individual to his society and culture, and in a way that contributes to understanding the historical roots of all human civilizations.
c. The economic importance, which is evident in the dependence of many countries and capitals on the activity of museum tourism. H - Contributing to building the mental image of countries and cities, as many capitals today are known for their museums such as Paris and London, in addition to the level of urbanization and development achieved, but the museums in these cities are a milestone for many around the world.
3-Dimensions: Through the research interest of many specialists, a number of scientific models were presented that were developed to determine the dimensions of museum anthropology, and the researcher adopted the Rodriguez Gonzalez et 2017,al model as the closest to the employment processes of this scientific field in the field of tourism activity, and this model defined the dimensions with the points below:( Rodríguez Gonzálvezet, 2017:80-92 )
A- Spatial dimension: It represents the location of the artifacts in a three-dimensional space represented by (length, width and height) in a way that enables users to achieve the vision of the shape of the artifacts and historical buildings as they are in reality. B. Chronological Dimension: In this dimension, the time axis is added to the three-dimensional model referred to in the previous point to view historical changes or evolution over time to ensure an understanding of how the site or artifacts changed during the different time periods before, during, and after the discovery or display and the creation of time layers. C. Cognitive Dimension: Here each element is linked to historical and scientific information, such as reference documents, archaeological analysis, or metadata, in order to transform the model from a mere visual presentation into an integrated scientific knowledge base that researchers can analyze, and this is done by including metadata for each piece, and linking it to its historical context or the results of studies.
D. Interactive Dimension: In this dimension, an interactive model is adopted by researchers and visitors through virtual or mixed reality tools, with the aim of improving the educational and educational experience, and enabling the user to move between time layers or details of artifacts freely through multiple interactive screens, or digital platforms that allow time and detailed data to be moved.
The researcher believes that museum tourism in the Iraqi tourism reality has not risen to the level of what is available in Mesopotamia in terms of cultural heritage, despite the establishment of the Iraqi Museum at the beginning of the establishment of the modern Iraqi state, the interest of governments over the different historical periods has not risen to the level of ambition, and the treatment of the museum remained as an official department and according to the traditional and rigid routine frameworks, and this institution has remained on the margins of the attention of officials, and today with the state of technical development and the entry of Museum institutions The world of advanced digital mechanisms and programs The officials of the Iraqi Museum must pay more attention and deal positively and make an actual shift to this important facility in line with the name and address of the Mesopotamian civilization, taking into account the tourism dimension and considering the tourism mission as a basic part and function to align the movement of museums in Baghdad and the rest of the cities with global development and make museums an element of tourist attraction As we pointed out, many capitals of the modern world are known for their museums such as the museum The Louvre, the British Museum, Pergamon and other famous museums.
Marketing mix of museum tourism
1-Concept: The concept of marketing mix is one of the basics of marketing science, as it has received a lot of attention and this concept has developed through continuous research efforts, as it has been defined (Kotler et al, 2018: 80) as the set of marketing tools that the organization uses to achieve its marketing goals in the target market, and these tools include the four elements (Product, Price, and Place).Place&Promotion)
As for the marketing mix of museum tourism, it can be defined as " a comprehensive framework that includes the policies and activities adopted by museums to plan and market their tourism experience, including elements of product, price, place, and promotion, as well as the human element and service experience, with the aim of attracting local and international visitors and maximizing the cultural and economic value of the tourist facility, which is represented by the museum" (Rentschle & Hede, 2015: 32).It is also defined as "the process of systematic integration between the various elements that enable museums to provide outstanding value to visitors, by aligning the museum exhibit with the needs of tourists, facilitating access, and improving marketing communication, in a way that supports the sustainability of tourism work in archaeological facilities in general and museums in particular" (Mudzanani, 2017:6), and it is also defined as "the set of tools and marketing elements used by museums to influence the decisions of tourism visitors, through museum product design tools, exhibitions, and cultural services." In order to ensure the satisfaction of the tourist and enhance the competitiveness of the museum as an important tourist facility) (Kotler et al, 2016:74), the researcher believes that the marketing mix of museum tourism can be defined as
(The integrated and coordinated package of controllable marketing strategies adopted by museum departments to promote their cultural and tourism activities, in a way that works to enhance tourist attractions, build a mental image, and raise the level of the museum's contribution to the tourism development movement within its general framework)
2- Importance: Museums play a very important role in the overall life of any society and the tourism activity in particular, and the importance of the marketing mix of the museum tourism activity can be explained in the points below.
Pencarelli&Forlani, 2018:35/Timothy&Boyd, 2015:85/ Luekveerawattana, 2025:5) )
3-Dimensions: Many models of the marketing mix for museum tourism have been developed, which are mainly derived from the basic concepts of the marketing mix, and the well-known marketing mix has been adopted, the details of which can be shown as follows:
The researcher believes that working in the field of Iraqi museum tourism needs an integrated marketing strategy, starting with the processes of preparing the museum product in a sophisticated way and preparing appropriate and advanced pricing programs, as the Iraqi Museum today, as a government organization that does not primarily aim at the profit process, in addition to the weakness of promotional campaigns that target the external and internal audiences, which requires the participation of everyone internally and externally The museum as an institution needs a new, broader and more sophisticated site, as is the case in the Egyptian experience and the opening of the new museum, and here it must be noted that the adoption of these strategies requires the participation of everyone, starting with the relevant higher authorities in the government, as well as private sector organizations, non-profit institutions, and civil society organizations as a national mission and duty .
Topic III - The field aspect
Descriptive statistics
The aim of this part of the research is to diagnose the level of availability of the main research variables, their dimensions and paraphernalia, represented by (museum anthropology, marketing mix Cs 4) in the sample under study, as the weighted arithmetic mean, standard deviation, relative difference coefficient, as well as relative weight (relative importance), and the five-point Likert graders were adopted in an opinion poll.sample, and the table below shows the values for availability according to the gradations in the scale
Figure 5. Table 4 Likert Gradings and Availability Level
1- Descriptive Statistics of the Independent Variable (Museum Anthropology)
The results in the table below indicated that the variable came with a mean of 2.94, which is lower than the hypothetical mean (3), which is a clear indication of the lack of a sufficient understanding of museum anthropology in the mentality of the research sample, and the limitation of the museum work to traditional methods, and the reliance of most specialists on traditional approaches in museum work, and the coefficient of difference reached 29.01, and at the level of the sub-dimensions, the temporal dimension came first with a coefficient of difference of 31.04 and a relative importance of 63%. It is an indicator that the museum display and according to the adopted work depends mainly on the chronological order, which is a traditional context that takes into account the time periods of the archaeological remains of the civilizations that flourished in the Mesopotamian Valley, and in the last order came the cognitive dimension with a mean of 2.76 and a standard deviation of 1.014, which is an indicator of a defect in the work of the responsible departments, as the museum work was limited to presenting abstract pieces that are far from the message and the intellectual and cognitive task that the experience of visiting the museum should provide.
Figure 6. Table (5) Descriptive Statistics of Museum Anthropology
2- Descriptive Statistics of the 4Cs Marketing Mix Variable for Museum Tourism
Table (6) presents the data of the variable of the marketing mix of museum tourism, as the variable came with an availability level of 3.83, exceeding the hypothetical mean 3 and with a standard deviation of 0.530, which is an indicator of the research sample's knowledge of the marketing mix in its general framework and not according to the strategic mechanisms, but it proves the management's thinking about the dimensions that were surveyed , and with regard to the dimensions. The dimension of the visitor's value came in the first rank with a median of 4.14 and a coefficient of difference of 12.58, while the dimension of communication and promotion came with a standard deviationof 0.731 and a relative importance of 76.6%, which is an indicator that determines the distance of the view in the museum work from modern promotion mechanisms and the weakness of the marketing work of the Iraqi cultural heritage as a whole if measured by the Egyptian marketing message at the global level, not to mention the distance of the museum work from digital programs and modern means as applied in museums in Neighboring countries, such as the lack of modern screens, interactive means, and other advanced mechanisms.
Figure 7. Table (6) Descriptive Statistics of the Approved Variable Cs 4 Marketing Mix for Museum Tourism Activity
As for the order of the dimensions of explanatory research (museum anthropology) and respondent (4CS) marketing mix for museum tourism activity, the marketing mix came first with an arithmetic mean of 4.00 and a standard deviation of 0.530, and the museum anthropology variable came second with relative importance of 58.8% and a coefficient of difference of 29.01
Figure 8. Table ( 7) Trip Dimensions of Interpretive and Responsive Research
Source: Table prepared by the researcher based on the results of the program
Second : Hypothesis Testing
IN THIS PART, STATISTICAL MECHANISMS WILL BE ADOPTED TO TEST THE MAIN AND SUB-RESEARCH HYPOTHESES REPRESENTED BY THE MULTIPLE LINEAR REGRESSION (BACK WARD) METHOD IN ORDER TO INTERPRET THE FOLLOWING MULTIPLE LINEAR REGRESSION EQUATION:
Y= β0 + β1*X1i + ẞ2*X2i ...+ U
The hypotheses tested are as follows:
(1-1) There is a significant impact relationship of the dimensions of museum anthropology in the visitor/producer value of museum tourism in Iraq.
The values in Table 8 proved the existence of a prototype with a calculated value of (F) (4.908), a value of (0.184), an average determination coefficient value (0.147) and a probability value of (0.001), while the best model was as shown in the results of Table (8) that the calculated value of (F) for the model (17.063) and a probability value of (0.000), which exceeds the tabulated value (4.133) at the significance level (0.05), confirming the statistical validity and robustness of the model. In addition, the coefficient of determination reached (0.159) at a significance level of (0.000), with an adjusted R² of (0.150). These results indicate that the combined dimensions of museum anthropology account for approximately (15%) of the variance in visitor/product value, whereas the remaining (85%) can be explained by other factors not incorporated into the current analytical framework. Furthermore, the findings revealed a statistically significant positive influence of the spatial dimension (β = 0.425, p = 0.000), with a calculated (T) value of (4.131). Based on the results presented in Tables 8 and 9, the first sub-hypothesis derived from the first main hypothesis is supported as follows:
Visitor Value (Product) Y= ( 2.405) +0.425*(Spatial Dimension)
Figure 9. Table (8) The Effect of Museum Anthropology in its Combined Dimensions on the Value of the Visitor (Product) (N=92)
1.2 There is a significant impact relationship for the dimensions of museum anthropology combined in the pricing (value payed) of museum tourism in Iraq.
Through Table 9, it is shown that there is a prototype with a calculated value of (F) (8.410), a determination coefficient of (0.279), a determination coefficient of (0.246) and a probability value of (0.000), while the results of Table (9) showed that the value of (F) calculated for the best model is (34.426) and a probability value of (0.000) which is higher than its scheduled value (4.133) and a probability value of (0.05) to indicate the significance of the model, therefore, the model demonstrates statistical significance at the 0.05 level, confirming its adequacy for explaining the relationship under examination. The adjusted coefficient of determination reached (0.269), indicating that the combined dimensions of museum anthropology account for approximately 26.9% of the variance in pricing (payment value), whereas the remaining 73.1% of the variance can be attributed to factors not incorporated within the current regression model. This proportion reflects an acceptable explanatory capacity within behavioral and tourism research contexts. Furthermore, the findings reveal a statistically significant positive influence of the spatial dimension, with a regression coefficient of (0.733), a calculated (T) value of (5.867), and a probability level of (0.000), which confirms the strength and direction of the relationship. Accordingly, the second sub-hypothesis derived from the first main hypothesis is supported, as expressed in the following regression equation:
Pricing (payment value) Y = (1.011) +0.733* (Spatial Dimension)
Figure 10. Table (9) The Impact of Museum Anthropology in its Combined Dimensions on Pricing (Value of Payment) (N=92 )
1-3- There is a significant impact relationship for the combined dimensions of museum anthropology in the rest (place) of museum tourism in Iraq
Through what is included in Table 10 below, it is evident that the initial model produced a calculated F-value of (2.892), with a coefficient of determination (R²) of (0.117), an adjusted R² of (0.077), and a probability level of (0.072). However, the results indicate that the optimal regression model yielded a calculated F-value of (10.452) with a significance level of (0.002), exceeding the tabulated F-value (4.133) at the significance threshold of (0.05). This confirms the statistical validity and acceptability of the model. The model recorded a coefficient of determination (R²) of (0.104) and an adjusted R² of (0.094), demonstrating that the combined dimensions of museum anthropology explain approximately (9.4%) of the variance in the "place" dimension within the marketing mix of museum tourism in Iraq. The remaining (90.6%) of the variance can be attributed to additional variables not incorporated into the tested regression model. Furthermore, the findings reveal a statistically significant positive effect of the spatial dimension, with a beta coefficient of (0.466), a calculated T-value of (3.233), and a probability value of (0.002), confirming the acceptance of the sub-hypothesis. Accordingly, the relationship can be expressed through the following regression equation:
Rest (location) Y = (2.119) +0.466* (spatial dimension)
Figure 11. Table (10) The Impact of Museum Anthropology in its Combined Dimensions on Rest (Place) N = 92
1.4 . There is a significant impact relationship of the dimensions of museum anthropology in the communication (promotion) of museum tourism in Iraq.
Table No. 11 below highlights the existence of a prototype with a calculated value of (F) (5.241), a determination coefficient of (0.194), an adjusted determination coefficient of (0.157) and a probability value of (0.000), while the same table shows that the calculated value of (F) for the model is (7.044) and a probability value of (0.000), which is higher than its scheduled value (4.133) and a probability value of (0.05) to indicate the significance and acceptance of the model statistically, Furthermore, the findings indicate that the coefficient of determination (R² = 0.194) and the adjusted coefficient (Adj. R² = 0.166) confirm that the explanatory variables collectively account for 16.6% of the variance in the communication (promotion) dimension. The remaining 83.4% of the variance can be attributed to additional factors not incorporated within the current analytical model, which nonetheless demonstrates acceptable explanatory power from a statistical standpoint. With respect to the individual dimensions, the spatial dimension recorded a positive and statistically significant effect (β = 0.541, p = 0.000, t = 3.609), indicating its substantial contribution to enhancing promotional activities. Similarly, the cognitive dimension exerted a positive and significant influence (β = 0.271, p = 0.007, t = 2.745). In contrast, the interactive dimension showed a statistically significant but inverse relationship (β = −0.224, p = 0.022, t = 2.324), suggesting a negative directional effect within the tested framework. Overall, the statistical indicators presented in the table provide empirical support for accepting the sub-hypothesis, as expressed in the following regression equation:
Communication ( Promotion) Y= ( 1.443) +0.541*(Spatial Dimension ) +0.271*(Cognitive Dimension ) 0.224*(Interactive Dimension)
Figure 12. Table (11) The Impact of Museum Anthropology in its Combined Dimensions on Communication (Promotion) (N=92)
Validation of the first main hypothesis:
1-1- There is a significant impact relationship of museum anthropology in building the 4Cs marketing mix strategy for museum tourism in Iraq.
The results presented in Table (12) confirm the statistical validity of the proposed model. The calculated F-value reached (7.591), accompanied by a coefficient of determination (R²) of (0.259) and an adjusted R² of (0.225), with a significance level of (0.000). Furthermore, the overall model recorded an F-value of (29.152), which exceeds the tabulated value (4.133) at a significance level of (0.05), thereby indicating that the model is statistically robust and suitable for analytical interpretation. The combined dimensions of museum anthropology accounted for approximately (23.6%) of the variance observed in the 4Cs marketing mix of museum tourism in Iraq, whereas the remaining (76.4%) of the variance can be attributed to external variables not incorporated within the current analytical framework. Despite this unexplained proportion, the explanatory power of the model remains statistically acceptable within social science research standards. In addition, the findings reveal a statistically significant positive influence of the spatial dimension (β = 0.535; T = 5.399; p = 0.000), confirming its substantial contribution to shaping the 4Cs marketing mix strategy. Accordingly, the first main hypothesis is supported.
Marketing mix 4Cs (Y) = (1.813) + 0.535* (spatial dimension)
Figure 13. Table (12) The Impact of Museum Anthropology in its Combined Dimensions on the Marketing Mix of Museum Tourism N=92
Conclusions, recommendations and suggestions
Recommendations and proposals
A. Recommendations
B. Proposals: The most important proposals can be explained in the following points:
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