Cultural codes in Kazakh and Nogai traditional dress: a comparative semiotic analysis of museum and documentary evidence

Introduction

Traditional dress occupies an important place in the cultural organization of social life. Beyond its practical and aesthetic functions, clothing can communicate gender, age, marital status, social position, ritual transition, and collective belonging. These meanings are conveyed not by garments in isolation but through culturally recognizable combinations of material, form, ornament, color, jewelry, bodily placement, and context. Dress can therefore be approached as a material and visual medium through which social meanings are made visible, interpreted, and transmitted within particular cultural settings (Barnard, 2002; Barthes, 1990; Entwistle, 2023; Miller, 1987).

From a semiotic perspective, clothing becomes communicative when its material and visual features acquire socially recognizable meanings. Barthes (1990) treated dress as a signifying system in which garments participate in culturally organized processes of meaning production, while Lotman (1990) situated such sign systems within the broader semiotic organization of culture. In traditional societies, distinctions in headwear, jewelry, ornamentation, textile composition, color, and modes of wearing may therefore communicate information about the wearer within specific social and ritual contexts. Communication in this sense extends beyond verbal exchange to include the production and interpretation of meaning through visible and embodied cultural forms.

In this study, cultural codes are understood as socially recognizable configurations of visual, material, and embodied signs through which culturally shared meanings are communicated and interpreted. An ornament, color, garment form, or item of jewelry becomes analytically relevant as a cultural code when its material characteristics, placement, combination, or use participate in culturally intelligible forms of social differentiation, for example by marking gender, marital transition, status, ritual context, or collective affiliation. Such codes are not treated as universal or permanently fixed meanings inherent in objects; their interpretation depends on historical context, social practice, and the strength of the available ethnographic and material evidence.

Traditional dress is also connected with cultural memory because material forms can preserve and reactivate socially transmitted knowledge beyond written texts. Clothing techniques, ceremonial forms, modes of wearing, and recurring visual patterns may acquire continuity through craft practice, inheritance, ritual use, collective representation, and museum preservation. Dress can therefore participate simultaneously in communication and remembrance by making social distinctions visible while carrying forms and meanings associated with earlier generations (Assmann, 2011; Halbwachs and Coser, 1992). Material objects are relevant not only as representations of culture but also as part of the practices through which cultural knowledge is maintained and reinterpreted (Miller, 1987).

Kazakh and Nogai traditional dress provides a productive context for examining these processes. The two peoples developed within historically interconnected Turkic and Eurasian steppe environments and share cultural connections associated with nomadic traditions and the historical transformations of the post-Golden Horde period. At the same time, their dress traditions developed within different regional and intercultural settings. Existing ethnographic scholarship situates Kazakh clothing largely within steppe pastoral and mobility-oriented environments, whereas documented Nogai dress reflects interaction with North Caucasian, Crimean, Black Sea, and neighboring cultural settings. These historical trajectories contributed to both shared features and regional differentiation in garment forms, ornamentation, headwear, jewelry, and ceremonial practices (Kanokova, 2017, 2020; Kidirniyazov and Abdulvakhabova, 2024; Suslova, 2020; Zakharova and Khodzhaeva, 1964).

Previous scholarship has established an important descriptive basis for both traditions. Research on Kazakh dress has documented garment types, regional forms, terminology, women's clothing, jewelry, and historical transformations (Alipova, 2018; Salikzhanova and Sarekenova, 2023; Shakhanova, 1998; Tuyak, 2020; Zakharova and Khodzhaeva, 1964). Studies of Nogai material culture have examined male and female costume complexes, ornament terminology, felt decoration, folklore vocabulary, and regional influences on clothing practices (Kanokova, 2017, 2020; Kanokova and Karasova, 2015; Kidirniyazov and Abdulvakhabova, 2024; Kukaeva, 2015; Kuzeeva and Zelnitskaya, 2018; Suslova, 2020). Related comparative research has also indicated that cultural continuity among Kazakh and Nogai communities may be expressed through inherited temporal and symbolic practices (Zeinullin et al., 2026a, 2026b).

Despite this scholarship, Kazakh and Nogai dress traditions have more often been examined separately than through a focused comparative framework concerned with how material and visual forms communicate culturally recognizable meanings. Existing studies provide substantial information about individual garments, terminology, ornament, and regional variation, but comparatively less attention has been paid to how headwear, jewelry, ornamentation, garment structure, color, and bodily display communicate gendered identity, social position, ritual transition, and cultural memory across the two traditions. The comparative problem is therefore not simply whether Kazakh and Nogai dress share particular motifs or garment forms, but how their similarities and differences can be interpreted within historically situated processes of cultural communication.

The available evidence, however, is asymmetrical. The museum component of the present study is based on the direct examination of selected Kazakh artifacts preserved in museum collections in Kazakhstan. Comparable direct access to Nogai museum collections was not available; consequently, the Nogai component relies primarily on published ethnographic studies, catalogued materials, and documentary visual sources. Because directly observed artifacts and documentary sources provide different levels of material and contextual information, they are treated as complementary rather than equivalent forms of evidence, and comparative interpretations are calibrated to their respective strengths and limitations.

Against this background, the study examines how selected elements of Kazakh and Nogai traditional dress participated in cultural communication and how their material and visual organization relates to cultural memory and social differentiation. It addresses three research questions: To address these questions, the study adopts a qualitative comparative and interpretive design combining semiotic analysis, cultural memory theory, contextual interpretation, and material culture analysis. Particular attention is given to headwear, jewelry, ornamentation, outer garments, footwear, color, and gender-related dress practices. The aim is not to reconstruct complete Kazakh and Nogai clothing systems or to claim an empirically symmetrical comparison, but to determine what the selected material and documentary evidence can support about the communicative functions of traditional dress.

• How do selected elements of Kazakh and Nogai traditional dress operate as culturally recognizable visual and material signs within specific social and ritual contexts?
• What similarities and differences can be identified in the ways dress communicates gender, social position, ritual transition, collective belonging, and cultural memory across the two traditions?
• To what extent do the available museum and documentary sources support comparative interpretations of shared and differentiated cultural codes in Kazakh and Nogai dress?

The study contributes to existing research in three related ways. It places cultural communication at the center of comparative dress analysis by examining how culturally recognizable meanings become materially and visually communicable; it brings directly examined Kazakh museum artifacts into dialogue with documentary evidence on Nogai dress while explicitly distinguishing their evidentiary status; and it integrates semiotic, cultural-memory, and material-culture perspectives to examine relationships among material form, embodied visibility, social recognition, and historical continuity. Kazakh and Nogai dress are thus approached as historically related but regionally differentiated traditions whose comparison can illuminate cultural continuity and variation without assuming either complete uniformity or empirical equivalence.

Literature review

Research on traditional dress has developed across ethnography, anthropology, fashion studies, material culture, and visual-cultural research. Earlier scholarship was often concerned with documenting garment types, production techniques, regional variation, and social use, whereas later studies increasingly examined clothing as a medium through which identity and social distinctions become materially visible. Semiotic and material-culture approaches have been particularly influential in this shift, drawing attention to the capacity of dress to organize and communicate culturally recognizable meanings (Barnard, 2002; Barthes, 1990; Entwistle, 2023; Miller, 1987). Nevertheless, the extent to which such meanings can be reconstructed depends on the historical, ethnographic, and material evidence available for particular communities.

Dress, communication, and cultural memory

Studies of dress as communication have established that clothing acquires social significance through conventions shared within particular cultural settings. Barthes (1990) provided an influential semiotic account of clothing as a signifying system, while Barnard (2002) emphasized its role in communicating social identity and difference. Lotman's (1990) broader theory of cultural semiosis further provides a basis for considering garments and other material forms as elements within systems of culturally organized meaning.

These approaches are useful for traditional dress because clothing may communicate through combinations of form, material, ornament, color, bodily placement, and context rather than through a single isolated sign. However, much of the foundational literature on dress and communication developed in relation to fashion or general theories of representation. Its application to historically situated Turkic dress traditions requires closer attention to ethnographic context and to the evidence supporting particular symbolic interpretations.

Cultural memory scholarship provides a related perspective on the persistence of material forms. Assmann (2011) emphasizes the role of stabilized cultural forms in transmitting collective knowledge across generations, while Halbwachs and Coser (1992) locates collective memory within socially organized frameworks. Connerton (1989) further draws attention to embodied practices through which the past is reproduced in social life. Applied cautiously to dress, these perspectives suggest that continuity may be carried not only through written or oral narratives but also through recurring garment forms, craft practices, ceremonial use, and modes of bodily presentation.

The relationship between dress and cultural memory is therefore especially relevant where clothing continues to be reproduced, inherited, displayed, or reinterpreted after its everyday social functions have changed. At the same time, theoretical models of memory cannot by themselves establish the historical meaning of a particular ornament, color, or garment. Such interpretations require tradition-specific ethnographic or material evidence. This distinction is important for the present study, which separates general theoretical interpretation from claims that can be supported directly by Kazakh and Nogai sources.

Scholarship on Kazakh traditional dress

Kazakh traditional clothing has a substantial ethnographic and historical literature. The foundational study by Zakharova and Khodzhaeva (1964) documented nineteenth- and early twentieth-century clothing forms and remains an important source for garment typology, construction, regional variation, and social differentiation. Shakhanova (1998) subsequently situated material forms within the wider organization of traditional Kazakh culture, providing a broader cultural context for interpreting clothing and associated practices.

More recent research has addressed specific dimensions of Kazakh dress. Alipova (2018), for example, examined regional characteristics of traditional clothing in western Kazakhstan, while Tuyak (2020) considered the formation of Kazakh national clothing. Salikzhanova and Sarekenova (2023) focused more directly on symbolic meanings associated with women's clothing and jewelry. Ashimova and Kalshabayeva (2025) further examined transformations in women's traditional clothing in relation to cultural memory and national identity.

Taken together, this scholarship provides a relatively strong basis for reconstructing garment categories, regional variation, and the social contexts of Kazakh dress. Yet much of the literature remains organized around individual garment types, historical description, terminology, or symbolic interpretation within the Kazakh tradition itself. Less attention has been given to how different elements of dress operate together as communicative resources or to how these patterns compare with those of historically related Turkic communities.

The preservation of Kazakh clothing in museum collections creates an additional research opportunity. Direct observation allows features such as material composition, construction, ornament placement, layering, and the spatial organization of jewelry to be examined at artifact level. Museum objects, however, also present interpretive limitations because they have been removed from their original contexts of production and use. Consequently, museum evidence is most informative when considered alongside ethnographic and historical documentation rather than treated as self-explanatory material proof.

Scholarship on Nogai traditional dress

The literature on Nogai dress is smaller and more dispersed, but it contains important documentation of costume complexes, terminology, ornament, and regional variation. Kanokova (2017) examined traditional male and female costume complexes, while her later study provided a more focused historical analysis of Nogai men's clothing from the late seventeenth to the early twentieth century (Kanokova, 2017). Kanokova and Karasova (2015) addressed Nogai ornament terminology in relation to ethnocultural identity, demonstrating the importance of named decorative forms for understanding culturally specific systems of meaning.

Other studies broaden this documentary base. Kukaeva (2015) used folklore and clothing terminology as sources for reconstructing aspects of Nogai material culture. Kuzeeva and Zelnitskaya (2018) examined ornamented felt and its decorative organization, while Suslova (2020) considered the Nogai component within broader processes of costume formation. Kidirniyazov and Abdulvakhabova (2024) provide additional evidence concerning everyday Nogai culture during the second half of the nineteenth and early twentieth centuries.

This literature indicates that Nogai dress cannot be reduced to a single uniform regional form. The available documentation reflects variation associated with different historical and geographical settings and interaction with neighboring populations. Such variation is analytically important, but it also requires caution: broad characterizations of “Nogai dress” may obscure differences among documented communities, periods, and regions.

A further issue concerns the nature of the available evidence. Unlike the Kazakh component of the present study, which includes directly examined museum artifacts, the Nogai comparison relies predominantly on published ethnographic descriptions, catalogued objects, and documentary visual materials. Existing Nogai scholarship is therefore essential not only as background literature but also as part of the comparative documentary corpus. This difference in source type limits the level of artifact-specific comparison that can be made and requires Nogai-related interpretations to remain closely tied to identifiable published evidence.

Museum and visual evidence in dress research

Material and visual approaches have expanded the study of clothing by directing attention to properties that may be difficult to reconstruct from textual descriptions alone. Artifact observation can provide information about construction, textile layering, decorative placement, material combinations, wear, and relationships among different components of an ensemble. Material culture research consequently treats objects as important sources for understanding social practice, while visual-cultural approaches examine how material forms become visible and interpretable within particular representational contexts (Entwistle, 2023; Miller, 1987; Mirzoeff, 1999).

For traditional dress research, however, visual evidence requires contextual control. A museum display, catalogue photograph, historical image, and directly examined artifact do not constitute equivalent forms of evidence. Each provides different levels of information concerning provenance, material detail, bodily use, and historical context. Moreover, features visible on an artifact do not automatically establish their symbolic meaning. For example, the presence of silver, a particular color, or an ornamental border can be described visually, but claims concerning protection, fertility, authority, or ritual significance require supporting ethnographic or historical documentation.

This distinction is particularly important for comparative research based on uneven source conditions. Direct examination can support relatively detailed description of Kazakh museum objects, whereas documentary Nogai materials permit comparison primarily where published sources provide sufficiently identifiable objects, images, terminology, or contextual information. Rather than treating these forms of evidence as interchangeable, the present study uses them as complementary sources with different interpretive capacities.

Research gap and study positioning

The literature reveals three closely related gaps. First, although both Kazakh and Nogai traditional clothing have been documented ethnographically, they have rarely been examined together through a sustained comparative analysis focused specifically on cultural communication. Existing research provides substantial information on garments, ornaments, terminology, and regional forms, but less attention has been given to how these elements make social distinctions and culturally shared meanings visible within particular contexts.

Second, cultural memory and semiotic perspectives have considerable explanatory potential for dress research, yet general theories of symbolism cannot substitute for tradition-specific evidence. A comparative analysis therefore needs to distinguish between observable material features, meanings documented in ethnographic sources, and interpretations proposed by the researcher. This distinction is especially important when addressing ritual or protective meanings that may otherwise be overstated.

Third, the available evidence for the two traditions is methodologically uneven. Direct museum examination provides artifact-level evidence for the Kazakh component, while the Nogai component is reconstructed primarily through published ethnographic and documentary materials. Previous research has not sufficiently addressed how such different forms of evidence can be brought into comparison without assuming empirical equivalence.

The present study responds to these gaps through an explicitly interpretive and evidence-sensitive comparative approach. It examines selected dress elements as material and visual resources through which gender, social position, ritual transition, collective belonging, and cultural memory could become communicatively recognizable. Rather than seeking complete formal correspondence between Kazakh and Nogai dress, the comparison focuses on patterns that can be supported by the available material and documentary record and identifies where the evidence permits only tentative interpretation. In this way, the study brings scholarship on Kazakh and Nogai clothing into dialogue with communication, semiotic, cultural-memory, and material-culture research while keeping the limits of the comparative corpus visible.

Theoretical framework

This study uses an integrated theoretical framework to examine traditional dress as a material and visual medium of cultural communication. Rather than treating clothing as a self-contained symbolic system, the framework considers how meanings emerge through relationships among material form, socially recognized conventions, embodied display, historical context, and cultural memory. Five complementary perspectives inform the analysis: semiotics, cultural memory theory, interpretative anthropology, visual and embodied approaches to dress, and material culture studies. Each serves a distinct analytical purpose rather than functioning as an interchangeable explanation of the same phenomena.

Semiotics and cultural communication

Semiotics provides the primary lens for examining how visible features of dress can operate as culturally recognizable signs. Barthes (1990) established clothing as a field of signification in which form, material, arrangement, and difference participate in the production of social meaning. Lotman (1990) extends this perspective by locating individual signs within broader cultural systems in which meanings depend on relationships among codes, contexts, and conventions.

In the present study, this perspective guides the analysis of headwear, jewelry, ornamentation, garment structure, color, and bodily placement. The analytical question is not simply what an object symbolizes, but how a material or visual feature becomes communicatively meaningful within a particular social or ritual context. Accordingly, semiotic interpretation is used to identify relationships among observable features, documented cultural meanings, and their possible communicative functions.

This distinction is important because visual similarity alone does not establish equivalent meaning across Kazakh and Nogai traditions. A motif, material, or garment form is interpreted as a cultural sign only where its contextual significance can be supported by ethnographic, historical, museum, or documentary evidence.

Cultural memory and intergenerational transmission

Cultural memory theory provides a second analytical dimension by addressing how meanings associated with material forms may persist, change, or be reactivated across generations. Assmann (2011) emphasizes the role of culturally stabilized forms in transmitting shared knowledge, while Halbwachs (1992), as edited and translated by Coser, locates collective memory within socially organized frameworks. Connerton (1989) further highlights the importance of embodied and repeated practices in the reproduction of social memory.

For the purposes of this study, these perspectives are used to examine whether recurring garment forms, ceremonial practices, craft techniques, ornament arrangements, and modes of wearing can be understood as media of cultural continuity. Dress is therefore approached as a potential material carrier of memory rather than automatically classified as a “mnemonic archive.” The analysis asks how particular forms are preserved, reproduced, or reinterpreted and what evidence supports their association with inherited social meanings.

This approach also allows continuity to be distinguished from formal identity. Similarities between Kazakh and Nogai dress are not assumed to represent unchanged survivals from a common past; instead, they are evaluated in relation to historical transmission, regional transformation, and the available documentary record.

Contextual interpretation

Interpretative anthropology provides the framework for situating material signs within culturally specific contexts. Geertz's (1973) approach to culture emphasizes that social actions and symbols become intelligible through the contexts in which meanings are produced and interpreted. Applied to dress, this means that the significance of a headdress, ornament, color, or item of jewelry cannot be established from visual form alone.

This perspective guides the distinction between three levels of interpretation used throughout the analysis: what is materially observable, what is documented by ethnographic or museum sources, and what is inferred through comparative interpretation. A material feature may therefore be described directly, while its association with marital status, protection, prestige, or ritual transition requires separate contextual evidence.

Contextual interpretation is particularly important for avoiding universalized readings of color and ornament. Meanings documented for one region, period, gender, or ceremonial setting are not automatically generalized to the entire Kazakh or Nogai tradition.

Visuality, embodiment, and social recognition

Visual and embodied approaches address how dress becomes meaningful when worn and publicly perceived. Entwistle (2023) conceptualizes dress through the relationship between the body and social order, while visual-culture scholarship draws attention to the conditions under which material forms become visible and culturally legible (Mirzoeff, 1999).

This perspective directs attention to the dressed body rather than to garments as isolated museum objects. Headwear alters the visual profile of the wearer; jewelry occupies particular bodily zones; garment layering changes silhouette; and combinations of dress elements may make age, gender, marital position, or ceremonial role socially recognizable. The relevant analytical question is therefore how dress organizes the visibility of the wearer within a culturally specific social setting.

At the same time, the study recognizes the limitations of museum evidence for reconstructing embodied practice. Displayed artifacts preserve material and visual characteristics but do not fully reproduce movement, use, interaction, or the perspectives of historical wearers. Claims concerning embodied meaning are consequently made only where the available evidence permits such interpretation.

Material culture and artifact-based interpretation

Material culture studies provide the framework for examining the physical properties of dress as part of cultural meaning rather than as a neutral background to symbolism. Miller (1987) emphasizes the importance of material objects in the organization of social life, allowing attention to be directed toward construction, textile composition, layering, ornament placement, metallic elements, and relationships among components of an ensemble.

Within the present study, directly examined museum artifacts provide evidence for observable material features of Kazakh dress. Documentary photographs, catalogued objects, and published ethnographic descriptions provide a different form of evidence for the Nogai component. These sources are analytically complementary but are not treated as equivalent. Direct artifact observation permits closer examination of material details, whereas documentary evidence depends on the quality, provenance, and contextual information supplied by the original source.

Material culture theory therefore supports artifact-centered description but does not, by itself, establish symbolic meaning. Interpretations concerning protection, status, ritual significance, or cultural continuity require corroboration from appropriate historical or ethnographic evidence.

Integrated analytical framework

The five perspectives are combined through a sequence of related analytical questions rather than treated as parallel descriptions of dress. Semiotics asks how material and visual features operate as recognizable signs; cultural memory theory considers how such meanings may be transmitted or reinterpreted over time; interpretative anthropology establishes the cultural and ritual contexts necessary for interpretation; visual and embodied approaches examine how dress makes social distinctions visible on the body; and material culture analysis grounds these interpretations in the physical properties and documented histories of objects.

Together, these lenses organize the analysis around four interconnected dimensions: material form, communicative meaning, social context, and cultural transmission. Their relationship can be summarized as follows: This sequence is analytical rather than causal. It does not assume that every material feature constitutes a cultural code or that similar forms necessarily communicate identical meanings across the two traditions. Instead, the strength of each interpretation depends on the available evidence and on the distinction between direct observation, documented cultural meaning, and comparative inference.

• Material and visual feature → contextual evidence → culturally recognizable meaning → communicative function → possible continuity or transformation

The framework therefore supports an evidence-sensitive comparison of Kazakh and Nogai traditional dress. It enables directly examined Kazakh artifacts and documentary Nogai materials to be brought into analytical dialogue without treating their evidentiary status as equivalent. The resulting model is used as a conceptual analytical framework, not as an empirically validated universal model of Turkic dress. Its purpose is to structure the subsequent analysis of how selected forms of clothing participate in cultural communication, social recognition, and the transmission of cultural memory.

Materials and methods

Research design

This study adopted a qualitative, comparative, and interpretive research design to examine selected cultural and communicative meanings associated with traditional Kazakh and Nogai dress. The analysis focused on how material and visual features of clothing–including headwear, jewelry, ornamentation, garment structure, color, and bodily placement–communicated gender, social position, ritual transition, collective belonging, and cultural memory within historically situated contexts.

The study was not designed to achieve statistical representativeness or to assume empirical equivalence between the two traditions. Rather, it examined recurring patterns that could be supported by the available material, textual, and documentary evidence. This distinction was particularly important because the empirical corpus was asymmetrical: the Kazakh component included artifacts examined directly in museum collections, whereas the Nogai component relied primarily on published ethnographic studies and documentary visual sources.

The theoretical perspectives outlined in the preceding section informed interpretation but were distinguished from the methodological procedures. Semiotics guided questions concerning signification and culturally recognizable visual communication; cultural memory theory informed the analysis of continuity and transmission; interpretive anthropology supported contextual readings of documented social and ritual meanings; and material and embodied approaches directed attention to the physical organization and social visibility of dress. The research procedures themselves consisted of source selection, material and visual description, coding, comparison, contextual verification, and interpretive synthesis.

Data sources and empirical corpus

The study drew on three related forms of evidence: 25 referenced publications used for theoretical, historical, ethnographic, and contextual interpretation; 24 Kazakh clothing-related museum artifacts examined directly by the authors; and six documentary Nogai cases derived from published ethnographic and visual sources. These materials were treated as complementary but not methodologically equivalent.

Textual and documentary sources

The 25 referenced publications comprised theoretical-methodological works as well as ethnographic, historical, cultural, museum-related, and documentary studies relevant to the research questions. The theoretical literature was used to construct and refine the analytical framework, whereas culture-specific ethnographic, historical, and documentary publications provided contextual evidence for interpreting particular dress forms, practices, and meanings.

General theoretical works were not treated as independent evidence for culture-specific symbolic meanings. For example, general semiotic or anthropological theories were not used on their own to establish that a particular color, ornament, material, or bodily location carried a specific meaning in Kazakh or Nogai culture. Such interpretations were retained only when supported by relevant ethnographic, historical, museum, or documentary evidence.

The Nogai component relied predominantly on published ethnographic and documentary materials concerning costume complexes, headwear, jewelry, ornament terminology, textile practices, everyday material culture, and regional dress traditions. Six documentary cases were selected for focused comparison with corresponding categories in the Kazakh museum corpus. These cases were included only where the available source provided sufficient information to support a traceable comparative interpretation. Detailed information on these cases is provided in Supplementary Table S2.

Source selection procedure

The textual and documentary corpus was developed through purposive rather than systematic-review sampling. Relevant literature was identified between January and April 2026 through targeted searches in Google Scholar, Scopus, and eLIBRARY.RU, supplemented by searches of the collections and bibliographic resources of the National Library of the Republic of Kazakhstan.

The search included publications in English, Russian, and Kazakh. Search terms were adapted to the language and search platform and included combinations corresponding to “Kazakh traditional dress,” “Kazakh costume,” “Nogai traditional dress,” “Nogai costume,” “traditional jewelry,” “ceremonial headwear,” “saukele,” “ornament,” “cultural codes,” “dress semiotics,” and “cultural memory,” together with relevant Russian- and Kazakh-language equivalents. Reference lists of relevant ethnographic, historical, and material-culture studies were also examined through backward citation chaining to identify earlier and specialized publications.

Sources were retained when they provided substantive theoretical, historical, ethnographic, or documentary information relevant to the research questions. Particular attention was given to publications addressing identifiable garment categories, headwear, jewelry, ornamentation, ceremonial or social uses of clothing, and historically contextualized Kazakh or Nogai material culture. Publications were excluded when their relevance to traditional dress was incidental, when they substantially duplicated evidence already represented in the selected literature, or when their bibliographic provenance could not be adequately verified.

The final set comprised 25 referenced publications used for theoretical, contextual, and comparative purposes. Because the study was designed as a qualitative interpretive investigation rather than a systematic literature review, it does not claim exhaustive coverage of the available literature or statistical representativeness. The literature was used to contextualize and interpret the material and documentary evidence rather than for bibliometric analysis.

Museum artifact corpus

The directly examined material corpus consisted of 24 clothing-related artifacts documented in Almaty in 2026. All 24 artifacts belonged to the Kazakh component of the study and were examined in the collections and exhibitions of the Central State Museum of the Republic of Kazakhstan and the Kasteyev State Museum of Arts of the Republic of Kazakhstan.

The corpus included objects relevant to the principal analytical categories of the study, including ceremonial headwear, jewelry, ornamented textiles, outer garments, and footwear. Structured observation focused on characteristics that could be established directly from the objects, including construction, silhouette, textile layering, material combinations, ornament placement, decorative density, and relationships among different components of dress.

The museum material was documented through structured observation and, where permitted, author-generated photography. These photographs served as research documentation supporting the recording of observable material and visual characteristics. Only two photographs from the Central State Museum of the Republic of Kazakhstan, for which publication permission was obtained, are reproduced in this article. Other author-generated museum photographs were retained solely as research documentation and are not reproduced because publication permission was not available.

Where museum metadata were available, object title, period or date, materials, provenance, collection information, and inventory or accession identifiers were recorded. Information that could not be established from museum documentation was treated as unavailable rather than reconstructed through inference. Detailed metadata for the directly examined artifacts are presented in Supplementary Table S1.

The Kazakh museum corpus and the Nogai documentary corpus were therefore treated as different forms of evidence. Direct observation permitted greater material detail in the Kazakh analysis, whereas the resolution of the Nogai analysis depended on the documentation available in published sources. Comparative claims were calibrated to this difference.

Sampling and selection criteria

Purposive sampling was used because the objective was to identify analytically informative cases rather than construct a statistically representative sample. Kazakh museum artifacts were selected when they contained sufficiently observable features relevant to one or more analytical dimensions, including headwear construction, jewelry arrangement, garment structure, ornamentation, textile layering, color, footwear, and gender- or status-related differentiation.

Selection was also constrained by accessibility, exhibition conditions, preservation, photographic visibility, and availability of contextual information. Accordingly, the 24 museum objects should not be interpreted as representative of the entire historical or regional diversity of Kazakh traditional dress.

The six Nogai documentary cases were selected according to comparable thematic criteria but were subject to a different evidentiary threshold. Each case had to be traceable to an identifiable published ethnographic, museum, catalogue, archival, or documentary visual source. Where available documentation did not support artifact-level interpretation, the evidence was used only for broader contextual comparison.

To reduce the risk that the richer Kazakh museum documentation would produce artificially detailed conclusions for one tradition and generalized conclusions for the other, comparisons were restricted to dimensions for which identifiable evidence was available on both sides. Differences in evidentiary strength were retained explicitly in the interpretation rather than treated as equivalent empirical observations.

Units of analysis

The units of analysis were defined at the level of observable dress characteristics and documented cultural meanings. The principal units included headwear form and construction; jewelry composition and bodily placement; garment silhouette and layering; ornament type, location, symmetry, and repetition; textile and material composition; color combinations where reliably observable; outerwear and footwear construction; and gender- or status-related differentiation documented in the sources.

These features were subsequently examined in relation to broader analytical dimensions, including social visibility, ritual context, gender differentiation, cultural memory, ecological adaptation, and regional variation.

A methodological distinction was maintained between observable features, source-documented meanings, and interpretive inferences. For example, garment height, silver concentration, ornament placement, or textile layering could be documented directly from an artifact. Interpretations concerning protection, prestige, marital status, fertility, authority, or ritual significance required supporting ethnographic, historical, museum, or documentary evidence. Where such evidence was incomplete, the interpretation was treated as tentative.

Analytical procedure

The analysis proceeded through four stages. This analytical sequence was designed to prevent theoretical concepts from predetermining empirical interpretation.

• Stage 1: Descriptive Extraction. Relevant information was extracted from textual and documentary sources, while the museum artifacts were recorded through structured visual description. At this stage, emphasis was placed on what could be observed directly or explicitly documented rather than on assigning symbolic meaning. Museum-object descriptions included object type, material where identifiable, construction, silhouette, layering, ornament location, decorative organization, and bodily placement. Documentary-source extraction focused on terminology, social use, ritual context, regional affiliation, and historically documented meanings.
• Stage 2: Coding and Categorization. The material was organized using a primarily deductive coding framework derived from the research questions and theoretical framework, while allowing contextual distinctions to emerge during analysis. The principal categories included gender differentiation, social status, ritual transition, cultural memory, ornament organization, ecological adaptation, and regional variation. Coding was conducted by a single researcher using the same analytical framework across the corpus. Formal inter-coder reliability testing was therefore not undertaken. To strengthen analytical consistency, coded materials were repeatedly checked against the original textual, documentary, and museum evidence during comparative synthesis. The principal coding categories remained stable throughout the analysis, while contextual distinctions were refined when required by the evidence. Importantly, coding did not automatically assign cultural meaning to visible characteristics. Descriptive observations were recorded separately from meanings explicitly documented in ethnographic or historical sources and from interpretations developed through comparative analysis.
• Stage 3: Comparative Analysis. The coded materials were compared across the Kazakh and Nogai evidence according to shared analytical dimensions. The objective was not to establish complete correspondence between the traditions, but to identify similarities, differences, and regional variations supported by the available corpus. Particular attention was paid to the asymmetrical character of the evidence. Detailed observations derived from Kazakh museum objects were not automatically generalized to Nogai dress, and characteristics attributed to Nogai dress were included only when traceable to identifiable documentary evidence. Comparative statements concerning silhouette, ornamentation, ceremonial use, gender differentiation, or regional variation were therefore calibrated to the evidentiary strength of the relevant sources.
• Stage 4: Contextual and Theoretical Interpretation. Following descriptive and comparative analysis, the findings were interpreted through the theoretical framework. Semiotics was used to examine relationships between visible forms and socially documented meanings; cultural memory theory informed interpretations of continuity and transmission; interpretive anthropology assisted in contextualizing historically situated meanings; embodied approaches addressed social visibility and bodily display; and material culture analysis connected these interpretations to the physical organization of artifacts.

Analytical coding framework

The coding framework distinguished observable or documented characteristics from contextual questions and subsequent interpretation, as summarized in Table 1.

Table 1. Analytical coding framework. The table distinguishes observable or documented characteristics, contextual questions, and subsequent interpretation in the comparative analysis of Kazakh and Nogai traditional dress.

Contemporary reinterpretation was not treated as a primary empirical coding category unless supported by material included in the defined corpus. References to museums, festivals, ethno-fashion, tourism, or digital representation were therefore treated cautiously and, where not systematically documented, discussed as broader implications or directions for future research rather than as findings directly established by the corpus.

Analytical trustworthiness and reflexivity

Analytical trustworthiness was addressed through repeated source checking, consistent application of the coding framework, and comparison of interpretations with the underlying evidence. Textual, documentary, and museum materials were treated as complementary forms of evidence rather than as methodologically equivalent sources of confirmation.

Three safeguards were used. First, directly observable artifact characteristics were distinguished from culturally documented meanings and from the researcher's interpretive inferences. Second, comparative claims were restricted according to the evidentiary strength available for each tradition. Third, culture-specific symbolic interpretations were checked against relevant ethnographic, historical, museum, or documentary evidence rather than inferred solely from general theoretical literature.

Because coding was conducted by a single researcher, inter-coder agreement was not assessed. This represents a methodological limitation. Consistency was instead supported through repeated examination of the source material, use of the same coding framework across cases, and explicit separation of observation, source-documented meaning, and interpretive inference.

The interpretive character of the study also introduces researcher subjectivity. In addition, museum displays may reflect curatorial selection and may separate artifacts from their original social, performative, or ritual contexts. These factors were considered during interpretation, and meanings that could not be adequately substantiated were treated as tentative rather than established.

Ethical considerations and image documentation

The study involved no human participants, interviews, personal data, or experimental procedures and therefore did not constitute human-participant research. Museum artifacts were examined in accordance with the access and documentation conditions applicable at the respective institutions. Author-generated photographs were used as research documentation where photography was permitted. Only two photographs from the Central State Museum of the Republic of Kazakhstan for which publication permission was obtained are reproduced in the article. Other museum photographs were retained solely as research documentation and are not reproduced because publication permission was not available. Institutional attribution and available object metadata are provided for the reproduced objects.

Methodological scope and limitations

Several limitations define the scope of the study. Most importantly, the primary evidence is asymmetrical: all 24 directly examined museum artifacts belong to the Kazakh corpus, whereas the Nogai component relies predominantly on six documentary cases and published ethnographic and visual evidence. The two traditions were therefore not examined with equal material resolution.

Additional limitations include purposive and selective sampling, restricted direct access to Nogai museum collections, incomplete metadata for some museum objects, the absence of oral-history interviews and community or craft-practitioner perspectives, potential curatorial bias in museum displays, limited regional and historical coverage, and researcher subjectivity inherent in qualitative semiotic interpretation. Formal inter-coder reliability was not assessed, and no textile laboratory or technical material analysis was conducted.

These limitations restrict claims of representativeness and do not permit reconstruction of a comprehensive symbolic system for either tradition. The study should instead be understood as an interpretive comparison of selected Kazakh museum artifacts and documentary evidence concerning Nogai dress. Within these boundaries, the corpus provides a basis for identifying evidence-supported patterns of cultural communication, material organization, social differentiation, and possible cultural continuity, while also identifying areas requiring direct comparative museum, archival, and community-based research. The composition and evidentiary status of the comparative corpus are summarized in Table 2.

Table 2. Composition and evidentiary status of the comparative corpus.

The empirical corpus is asymmetrical. The Kazakh component includes 24 clothing-related artifacts directly examined in museum collections in Almaty, whereas the Nogai component relies primarily on six documentary cases and published ethnographic, historical, catalogue, and visual sources. These evidence types are treated as complementary but not methodologically equivalent. Comparative claims are therefore restricted to dimensions for which sufficiently identifiable evidence is available in both traditions. Detailed metadata are provided in Supplementary Tables S1 and S2.

Results

The analysis identified a set of recurring visual and material patterns in Kazakh traditional dress and a number of comparable features in the documentary evidence on Nogai clothing. Because the two components of the corpus differ in evidentiary character, the results are presented with this distinction maintained throughout. The Kazakh findings draw on direct observation of 24 museum artifacts together with published ethnographic sources, whereas the Nogai comparison is based primarily on six documentary cases and relevant ethnographic and historical literature (Kanokova, 2017, 2020; Kanokova and Karasova, 2015; Kidirniyazov and Abdulvakhabova, 2024; Kukaeva, 2015; Kuzeeva and Zelnitskaya, 2018). Accordingly, observations derived directly from museum objects are distinguished from interpretations based on documentary sources.

The comparison is organized around the principal analytical categories established in the methodology: ceremonial headwear, jewelry, ornamentation, outerwear and footwear, color, and gender-related organization of dress. Rather than assuming formal equivalence between the two traditions, the analysis focuses on areas in which the available evidence permits meaningful comparison.

Female ceremonial headwear

Female ceremonial headwear provides one of the clearest examples of clothing communicating changes in social and ritual status. In the Kazakh museum corpus, the saukele is distinguished by its vertical construction, layered textile composition, concentrated decoration, and combination of textile and metallic elements. The examined examples include silver ornaments, pendants, coral elements, and other decorative components concentrated around the head and upper body.

These material characteristics make the saukele visually distinct from ordinary headwear and correspond to its documented association with bridal status and marriage transition in Kazakh ethnographic literature (Salikzhanova and Sarekenova, 2023; Shakhanova, 1998; Zakharova and Khodzhaeva, 1964). Its height, decorative density, and differentiated construction increased the visibility of the wearer during ceremonial contexts. The museum evidence itself establishes these formal characteristics; their interpretation as markers of marital transition and ceremonial status is supported by ethnographic documentation rather than inferred from form alone.

Documentary sources on Nogai female dress likewise associate particular forms of headwear and costume with age, gender, marital position, and ceremonial contexts (Kanokova, 2017, pp. 84–85). The available evidence also indicates regional differentiation in Nogai clothing traditions rather than a single standardized form directly equivalent to the Kazakh saukele (Kanokova, 2017; Suslova, 2020). The comparison therefore suggests functional correspondence at the level of social differentiation and ceremonial visibility rather than formal identity between the two traditions.

In communicative terms, female headwear could make changes in social status publicly recognizable. Clothing therefore operated not simply as an expression of identity but as a visible medium through which socially relevant information about the wearer could be communicated within culturally informed audiences.

Jewelry, bodily placement, and social visibility

The Kazakh museum corpus contains silver earrings, bracelets, pendants, breast ornaments, and other forms of jewelry. Direct observation indicates that these objects were frequently organized around visually prominent areas of the body, particularly the head, neck, chest, and wrists. Repetition of suspended elements and layered metallic components increased their visual prominence when incorporated into ceremonial clothing.

Some forms also contain movable or suspended components capable of producing sound during bodily movement. This suggests that jewelry could contribute to the sensory presence of the dressed body in addition to its visual appearance. Kazakh ethnographic scholarship associates women's jewelry with social status, gendered presentation, ceremonial contexts, and, in some cases, protective meanings (Salikzhanova and Sarekenova, 2023; Shakhanova, 1998). The empirical observation here concerns material composition, bodily placement, and construction; more specific interpretations concerning protection, prestige, or ritual significance depend on such contextual evidence.

Published evidence on Nogai jewelry documents the use of ornaments as an integral component of traditional costume and records both shared decorative principles and local variation in their material and ornamental treatment (Kanokova and Karasova, 2015, p. 68). Within the present documentary corpus, this evidence supports the interpretation of jewelry as part of the visible organization of female dress, although it does not permit the same level of object-specific analysis as the directly examined Kazakh collection.

The evidence from both traditions therefore supports a cautious comparison at the level of jewelry as a visible component of social presentation. More specific claims concerning protective or apotropaic meanings are retained only where supported by tradition-specific ethnographic evidence rather than inferred from the use of silver alone.

Ornamentation and the organization of visual meaning

Ornamentation constitutes another recurring feature of the examined Kazakh artifacts. Museum observation identified repeated motifs, symmetry, border decoration, and patterned organization on sleeves, collars, garment edges, and textile surfaces. Among documented Kazakh ornamental forms, koshkar muyiz (“ram's horn”) and related curvilinear motifs occupy an important place in traditional decorative practice (Salikzhanova and Sarekenova, 2023; Shakhanova, 1998).

An important empirical feature is not simply the presence of individual motifs but their structured placement. Decorative elements frequently appear at visually defined areas of garments rather than being distributed randomly. Repetition and symmetry produce recognizable visual organization across different textile surfaces.

Nogai scholarship similarly documents repeated and geometrically organized ornamental structures. Kanokova and Karasova identify a developed Nogai terminology for motifs associated with animals, plants, celestial bodies, household objects, and protective signs, indicating that ornamental forms were culturally categorized and linguistically transmitted rather than functioning merely as unnamed visual decoration (Kanokova and Karasova, 2015, pp. 66–68). Kuzeeva and Zelnitskaya further show that Nogai felt ornament followed structured principles of placement, repetition, symmetry, and composition and included geometric, zoomorphic, and plant-based forms (Kuzeeva and Zelnitskaya, 2018, pp. 179–180).

The comparative evidence therefore points to ornament as a means of organizing culturally recognizable visual difference in both traditions (Kanokova and Karasova, 2015, pp. 66–69; Kuzeeva and Zelnitskaya, 2018, pp. 179–180). Nevertheless, the present corpus does not justify assigning a single cosmological or protective meaning to every repeated motif. Where such meanings are discussed, they are linked to specific ethnographic documentation rather than inferred solely from geometric form. Figure 1 illustrates the decorative organization of a traditional Kazakh textile examined in this study.

Outerwear, material construction, and environmental adaptation

The Kazakh museum artifacts examined in this study show broad silhouettes, textile layering, dense materials, decorative edging, and, in some cases, the use of fur or other insulating components. These observable characteristics are consistent with ethnographic descriptions of clothing adapted to climatic variation, pastoral mobility, and regional environmental conditions (Alipova, 2018; Tuyak, 2020; Zakharova and Khodzhaeva, 1964).

Outerwear also varied in material quality and decorative elaboration. Consequently, functional adaptation did not exclude social differentiation: practical garment structures could simultaneously provide surfaces for decorative distinction and ceremonial presentation (Shakhanova, 1998).

Documentary evidence concerning Nogai outerwear likewise describes garment structures embedded in historically and regionally differentiated material cultures (Kanokova, 2020; Kidirniyazov and Abdulvakhabova, 2024). Nogai clothing developed within diverse environments of the North Caucasus and adjacent regions, while broader costume studies document regional interaction and variation in garment form and decorative practice (Suslova, 2020).

The available evidence supports comparison in terms of the relationship between material construction, environment, and social use. It does not, however, support a universal distinction in which Kazakh outerwear is categorically “more mobile” or Nogai clothing inherently “more compact.” Such differences are better treated as historically and regionally variable tendencies requiring larger and more symmetrical artifact samples for systematic verification. Figure 2 shows a traditional Kazakh outer garment with ornamental decoration and fur-trimmed edges, illustrating one of the garments examined in this study.

Footwear and mobility

The examined Kazakh footwear provides material evidence of construction adapted to movement and environmental conditions. Observable features include leather construction, relatively high shafts in selected examples, reinforced soles, stitching, and forms compatible with riding and outdoor mobility. These characteristics are consistent with wider ethnographic descriptions of Kazakh clothing and material adaptation within mobile pastoral environments (Alipova, 2018; Zakharova and Khodzhaeva, 1964).

Decorative stitching and differences in material quality indicate that footwear could combine practical requirements with visual differentiation. However, claims concerning prestige or ceremonial importance require supporting ethnographic documentation and cannot be derived from material quality alone.

For Nogai footwear, the present corpus is substantially more limited and relies on documentary descriptions rather than direct artifact examination. Published evidence documents ornamented footwear and indicates that appliqué decoration on traditional footwear could incorporate large symmetrical zoomorphic and plant-derived motifs (Kanokova and Karasova, 2015, p. 68). However, this documentary evidence does not provide sufficient object-level material for a detailed structural comparison with the directly examined Kazakh museum examples.

For this reason, the study identifies mobility and environmental adaptation as a possible shared functional context while refraining from making strong claims about systematic structural differences between Kazakh and Nogai footwear.

Color and contextual differentiation

Color is visible across the museum corpus, but its interpretation requires particular caution. The examined Kazakh artifacts display combinations of light, red, dark, and other tones within ceremonial textiles, headwear, and outer garments. The visual evidence confirms deliberate integration of color into garment composition but cannot by itself establish the cultural meaning of individual colors.

Kazakh ethnographic scholarship records relationships between color, garment type, gender, age, and ceremonial context, although these meanings should not be reduced to a single universal or historically unchanged code (Salikzhanova and Sarekenova, 2023; Shakhanova, 1998; Zakharova and Khodzhaeva, 1964). Meanings may vary according to region, period, dress element, and social context.

Documentary evidence on Nogai material culture records both polychrome ornamental compositions and contrasting combinations based on natural material colors, with variation associated with decorative technique and regional practice (Kuzeeva and Zelnitskaya, 2018, pp. 177–178).

Taken together, the available evidence indicates that color contributed to the visual organization of dress in both traditions, but the present corpus does not support the reconstruction of a stable or universally shared color code. Color meanings are therefore interpreted as context-dependent and are retained only where supported by specific ethnographic or historical documentation.

Gender and the social legibility of dress

Gender-related differentiation is visible in the organization of both Kazakh and Nogai dress traditions. Within the Kazakh corpus, women's ceremonial clothing is characterized in several cases by dense ornamentation, jewelry, differentiated headwear, textile layering, and highly visible decorative arrangements. These patterns are consistent with ethnographic accounts in which women's clothing varies according to age, marital status, ceremonial context, and social position (Salikzhanova and Sarekenova, 2023; Shakhanova, 1998; Zakharova and Khodzhaeva, 1964).

Published evidence on Nogai costume documents distinctions between male and female clothing and, within women's dress, differentiation associated with age and social or marital position (Kanokova, 2017, pp. 82–85; Kukaeva, 2015, pp. 162–165). However, because these findings are based predominantly on documentary evidence, the present study does not treat the degree of decorative complexity in the two traditions as directly measurable.

What can be established comparatively is that dress provided culturally recognizable visual information concerning gender and, in certain contexts, marital or social status. This interpretation is particularly relevant to the communication-oriented research question because clothing made aspects of socially recognized identity visible to audiences familiar with established cultural conventions.

Cross-corpus comparative patterns

Across the directly examined Kazakh artifacts, several recurring material and visual characteristics were identified: textile layering, symmetrical ornament organization, differentiated headwear, concentrated metallic decoration, structured garment borders, and gender-related variation in ceremonial composition. These observations are broadly consistent with existing ethnographic descriptions of Kazakh traditional clothing (Alipova, 2018; Salikzhanova and Sarekenova, 2023; Shakhanova, 1998; Zakharova and Khodzhaeva, 1964).

The Nogai documentary cases provide evidence relating to comparable analytical categories—ceremonial dress and headwear, ornamentation, outerwear, terminology, and gender differentiation—but at a lower level of material resolution (Kanokova, 2017, 2020; Kanokova and Karasova, 2015; Kidirniyazov and Abdulvakhabova, 2024; Kukaeva, 2015; Kuzeeva and Zelnitskaya, 2018). Consequently, the comparison is strongest at the level of functional and organizational principles rather than claims about identical forms or meanings.

Three broader patterns emerge from the corpus. First, dress could communicate socially recognizable distinctions concerning gender, marital status, ceremonial position, and social differentiation. Second, material and decorative features operated relationally within clothing ensembles rather than as isolated signs. Third, areas of correspondence between Kazakh and Nogai traditions coexist with substantial regional and historical variation.

These patterns support an interpretation of traditional dress as a medium of cultural communication, while the asymmetrical evidence base limits the extent to which individual forms or symbolic meanings can be generalized across the two traditions. The comparative evidence underlying this interpretation is summarized in Table 3.

Table 3. Comparative evidence on cultural codes in Kazakh and Nogai traditional dress.

“Evidentiary strength” refers to the type and depth of evidence available within the present corpus rather than to the cultural importance of the category. Kazakh evidence combines direct museum observation with ethnographic sources, whereas Nogai evidence is primarily documentary. The table therefore summarizes source-supported points of comparison without implying empirical equivalence between the two datasets.

Contemporary recontextualization

The reviewed literature suggests that traditional Kazakh and Nogai dress continues to acquire meanings beyond its historical everyday contexts. In the Kazakh case, recent scholarship documents the reinterpretation of women's traditional clothing in relation to cultural memory and national identity (Ashimova and Kalshabayeva, 2025). Broader comparative research on Kazakh and Nogai cultural practices also indicates the continuing reinterpretation of inherited cultural forms under contemporary conditions (Zeinullin et al., 2026a, 2026b).

Museum display, ceremonial revival, heritage initiatives, and contemporary reinterpretation provide settings in which selected traditional garments and visual forms remain socially visible. However, contemporary fashion, tourism, digital media, festivals, and nation-branding were not systematically sampled as independent datasets in the present study.

Accordingly, these observations are treated as contextual indications of recontextualization rather than as findings derived from a systematic analysis of contemporary visual culture. A separate empirical corpus would be required to establish the forms, scale, and communicative effects of contemporary Kazakh and Nogai dress representation.

Discussion

The findings support an interpretation of traditional Kazakh and Nogai dress as a medium of cultural communication in which material form, bodily display, and socially recognized conventions intersect. The significance of clothing in this context lies not simply in the presence of symbolic motifs or distinctive garments, but in its capacity to make aspects of social identity visible to culturally informed audiences. Headwear, jewelry, ornamentation, garment construction, and modes of wearing could communicate distinctions related to gender, marital status, ceremonial position, and social standing. This shifts the analysis from treating dress primarily as a collection of cultural symbols toward understanding how those symbols operated within processes of social recognition and communication.

This interpretation is consistent with Barthes' (1990) account of dress as a signifying practice, but the present comparison also points to an important qualification. The communicative meaning of a garment does not reside automatically in its physical form. A particular material, ornament, color, or silhouette becomes socially meaningful through historically established conventions and contexts of use. Lotman's (1990) conception of culture as a semiotic environment is useful in this respect because individual clothing elements can be understood as parts of wider systems of culturally intelligible distinctions. The comparative evidence therefore suggests that the communicative capacity of traditional dress depended on the relationship between the object, the wearer, the social setting, and an audience familiar with the relevant conventions.

This distinction is especially important when interpreting ceremonial dress. The Kazakh museum corpus provides direct evidence of highly differentiated forms of bridal headwear, jewelry, textile layering, and decorative organization. When these material observations are read alongside ethnographic documentation, they support the interpretation that ceremonial clothing contributed to making changes in social and marital status publicly recognizable. Documentary evidence concerning Nogai dress indicates comparable relationships between clothing, gender, age, marital status, and ceremonial contexts, although the available evidence is less detailed at the artifact level. The comparison therefore supports functional correspondence in the communicative role of dress without implying formal identity or equal empirical documentation across the two traditions.

The findings also refine the relationship between dress and cultural memory. Assmann (2011) emphasizes the role of stabilized symbolic forms in transmitting culturally significant knowledge across generations, while Halbwachs and Coser (1992) situates collective memory within socially maintained frameworks. Traditional clothing can be approached from this perspective as one of the material settings through which inherited distinctions remained recognizable. Repeated garment forms, named ornaments, craft practices, ceremonial uses, and modes of bodily presentation provided material points through which knowledge about social roles and collective belonging could be retained and reinterpreted.

At the same time, the evidence cautions against treating every visual feature as a direct repository of fixed cultural meaning. Museum objects are removed from many of the social situations in which they were originally worn, interpreted, inherited, or exchanged. Consequently, an observable feature such as ornament repetition, metallic concentration, or border decoration cannot by itself establish a specific meaning such as protection, fertility, purity, or cosmological order. Such interpretations are strongest where they are supported by tradition-specific ethnographic or historical documentation. This distinction between observation and interpretation is particularly important for semiotic analysis because it reduces the risk of assigning meanings to artifacts solely on the basis of formal resemblance.

The comparison further suggests that cultural continuity need not involve the preservation of identical material forms. Kazakh and Nogai dress developed within historically related Turkic and steppe contexts but were also shaped by different regional environments and patterns of intercultural interaction. The available evidence indicates areas of correspondence in the organization of ceremonial dress, gender differentiation, ornamentation, and social visibility, while also documenting substantial variation in form and regional expression. Rather than interpreting these differences as either evidence of complete cultural separation or proof of a single unchanged Turkic costume system, they are better understood as historically situated variations within related cultural environments.

This point has implications for the concept of cultural codes used in the study. The results suggest that a cultural code should not be understood as an isolated symbol with a universally fixed meaning. In the context of dress, it refers to a socially recognizable relationship between a material or visual feature and the distinctions it helps communicate within a particular cultural setting. A headdress associated with marital transition, for example, becomes communicatively meaningful through the combination of its material form, conventions of wearing, ceremonial context, wearer, and social recognition. Cultural codes are therefore relational and context-dependent rather than inherent properties of objects.

The embodied dimension of dress further develops this interpretation. Entwistle's approach to dress as situated bodily practice is particularly relevant because clothing communicates through a dressed person rather than through an artifact in isolation (Entwistle, 2023). Garment structure, headwear, jewelry, and textile layering influence how the body is presented and socially perceived. From this perspective, traditional dress participated in the production of socially legible identities: it did not merely represent distinctions such as gender or marital status after they had been established elsewhere, but contributed to making those distinctions visible in social and ceremonial encounters.

Material culture theory provides a related insight. The examined artifacts indicate that practical and communicative dimensions of clothing cannot always be separated neatly. Textile density, leather construction, layering, and garment silhouette responded to environmental and bodily requirements while simultaneously providing opportunities for differentiation through materials, craftsmanship, and decoration. This is consistent with Miller's (1987) argument that material objects participate in social relations rather than merely reflecting them. Nevertheless, the present evidence supports this interpretation more strongly for the directly examined Kazakh artifacts than for the documentary Nogai corpus.

Comparative contribution and evidentiary asymmetry

The principal comparative contribution of the study therefore lies not in establishing a complete correspondence between Kazakh and Nogai dress systems, but in identifying areas in which related communicative principles can be examined across two historically connected traditions. The strongest comparisons concern the use of dress to make gender, ceremonial position, marital transition, and aspects of social differentiation visible. Comparisons involving detailed material construction, footwear, specific color meanings, or the symbolic interpretation of individual ornaments remain less secure because the available evidence is uneven.

This evidentiary asymmetry is methodologically significant. Twenty-four Kazakh artifacts were examined directly, whereas the Nogai component relies primarily on six documentary cases and published ethnographic and visual materials. Direct observation allows closer attention to construction, material, placement, and decorative organization than is normally possible from textual descriptions or published photographs. If this difference were ignored, the Kazakh tradition could appear inherently more elaborate simply because it is documented at a higher resolution.

For this reason, the analysis does not treat the two datasets as equivalent forms of evidence. The documentary Nogai material is used to identify source-supported points of comparison rather than to reconstruct a complete Nogai dress system. Likewise, differences described in the literature are interpreted as documented tendencies rather than universal characteristics of Nogai clothing. This approach limits the breadth of some comparative conclusions but increases their methodological transparency.

The asymmetric corpus also has implications for claims about shared Turkic heritage. Historical connections between Kazakh and Nogai communities provide an important comparative context, but similarity alone cannot establish direct cultural continuity or common symbolic meaning. Similar garment forms or ornamental arrangements may result from shared historical inheritance, environmental adaptation, intercultural exchange, or combinations of these processes. The present findings are therefore consistent with the existence of related cultural foundations, but more extensive comparative artifact research would be required to establish particular transmission pathways.

Contribution to cultural communication research

Positioning communication more explicitly within the analysis provides a further contribution. Traditional dress can be understood as a communicative process involving several interdependent components: the dressed person as a socially positioned bearer of signs; clothing and bodily presentation as the material medium; culturally informed observers as audiences; ceremonial or everyday situations as contexts; and shared conventions as resources through which meanings become recognizable.

Such communication was not necessarily verbal or consciously formulated. Its effectiveness depended on cultural competence: observers needed sufficient knowledge to recognize distinctions conveyed through headwear, garment form, jewelry, or modes of wearing. Meaning could also vary according to region, historical period, social position, and context. Traditional dress therefore represents a form of culturally situated visual communication rather than a stable vocabulary in which every object corresponds to a single meaning.

This perspective extends the relevance of the study beyond costume history. It connects material culture with questions central to communication studies: how social information becomes visible, how meaning depends on shared conventions, how identities are presented to particular audiences, and how communicative forms persist or change when their institutional contexts are transformed.

Contemporary and heritage implications

The persistence of traditional clothing in museums, heritage initiatives, ceremonial settings, and contemporary cultural representation raises further questions about how historical dress codes are recontextualized. However, because contemporary fashion, tourism, festivals, and digital media were not systematically sampled as independent datasets, the present study cannot establish patterns of contemporary transformation empirically.

The available literature nevertheless suggests that recontextualization changes the communicative environment of traditional dress. A garment displayed in a museum, reconstructed for a ceremony, or adapted in contemporary design may retain recognizable historical references while addressing audiences and purposes different from those of its earlier social context. This makes provenance, terminology, regional attribution, and contextual interpretation particularly important in heritage representation.

The findings therefore have practical implications for museum and heritage work. Cataloguing should preserve regional names, provenance, materials, dates, and documented uses wherever possible. Community knowledge and craft expertise can complement institutional documentation, particularly where museum records provide limited information about historical use. Digital access to Nogai collections and collaboration among museums could also reduce the documentary imbalance that currently constrains comparative research. In contemporary design and ethno-fashion, attention to provenance and regional specificity may help prevent historically distinct forms from being reduced to generalized “ethnic” motifs.

Limitations

Several limitations delimit the conclusions of this study. Most importantly, the primary material evidence is asymmetrical: the Kazakh component includes 24 directly examined museum artifacts, whereas the Nogai comparison is based mainly on six documentary cases and secondary ethnographic and visual sources. The study therefore cannot claim equivalent artifact-level representation of the two traditions.

The research also does not include oral-history interviews, community consultation, or systematic engagement with contemporary craft practitioners. As a result, interpretations derived from museum objects and published sources cannot fully reconstruct the lived meanings historically attached to particular garments. Museum collections themselves introduce potential curatorial bias because preservation, acquisition, classification, and exhibition practices influence which objects are available for analysis.

Additional limitations include the purposive and selective character of the textual corpus, incomplete metadata for some museum objects, restricted historical and regional coverage, and the interpretive role of the researcher in qualitative coding. Coding was designed to organize recurring analytical features rather than to produce quantitative measurements of cultural meaning; consequently, the findings should be understood as interpretive patterns rather than statistically generalizable results. The absence of textile laboratory analysis also prevents conclusions concerning production technology, material provenance, or chronological attribution beyond the information supplied by museum and documentary records.

These limitations are particularly relevant to symbolic interpretation. Some cultural meanings attributed to color, ornament, materials, or bodily placement cannot be independently verified from the artifacts themselves. Such claims have therefore been retained only where supported by relevant ethnographic or historical evidence and otherwise treated as tentative interpretations requiring further investigation.

Overall, the study suggests that the most productive comparison of Kazakh and Nogai traditional dress lies not in searching for identical garments or fixed symbolic equivalences, but in examining how material forms participated in making culturally significant distinctions socially visible. Within the limits of the available evidence, dress emerges as a historically situated medium connecting material practice, cultural memory, embodied identity, and communication. Future research based on direct access to Nogai museum collections and community-based evidence would allow these relationships to be tested with greater empirical symmetry and historical precision.

Conclusion

This study examined selected cultural codes in Kazakh and Nogai traditional dress through a qualitative and interpretive comparison of museum and documentary evidence. The findings suggest that clothing functioned as a culturally situated medium through which gender, marital status, ceremonial position, social differentiation, and collective belonging could become visually recognizable. Rather than treating garments as isolated symbols, the analysis indicates that communicative meaning emerged through relationships among material form, bodily display, social context, and culturally shared conventions.

The comparison points to several areas of correspondence between the two traditions, particularly in the social use of ceremonial headwear, jewelry, ornamentation, gender differentiation, and the organization of dress around ritual and social contexts. At the same time, the evidence does not support claims of complete formal or symbolic equivalence. Kazakh and Nogai dress developed within related historical environments but also followed distinct regional trajectories shaped by local ecological conditions, intercultural interaction, and changing social contexts. Similarities are therefore interpreted as possible areas of cultural continuity or functional correspondence rather than as proof of an unchanged common symbolic system.

A central contribution of the study lies in approaching traditional dress as a form of cultural communication. Clothing did not simply represent an already established identity; in specific social and ceremonial contexts, it helped make social distinctions visible and interpretable to culturally informed audiences. This perspective also clarifies the relationship between dress and cultural memory: recurring material forms, practices, and documented conventions may participate in the transmission and reinterpretation of social knowledge across generations without implying that their meanings remain fixed over time.

The conclusions must, however, be read in relation to the asymmetrical evidence base. The Kazakh component includes 24 directly examined museum artifacts, whereas the Nogai component relies primarily on six documentary cases and published ethnographic and visual sources. Direct artifact-level observations are therefore stronger for the Kazakh corpus, while conclusions concerning Nogai dress remain dependent on the detail and reliability of documentary evidence. The study consequently does not claim an empirically symmetrical reconstruction of the two traditions.

These limitations also indicate priorities for future research. Direct examination of Nogai Museum collections, fuller artifact metadata, oral-history and community-based research, engagement with craft practitioners, and comparative digital documentation would allow more precise investigation of regional variation, material techniques, and historically situated meanings. Such work could also clarify which similarities reflect shared historical inheritance, regional interaction, parallel adaptation, or later cultural reinterpretation.

Within these limits, the study supports the view that Kazakh and Nogai traditional dress can be understood as historically related but regionally differentiated forms of material communication. Their significance lies not only in the preservation of garments as heritage objects, but in the ways material forms can make social identities visible, carry culturally transmitted knowledge, and acquire new meanings as they move across historical, museum, and contemporary contexts.

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Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fcomm.2026.1892616/full#supplementary-material

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Footnotes

Edited by: Sholpan Zharkynbekova, L.N. Gumilyov Eurasian National University, Kazakhstan

Reviewed by: Assel Issakhanova, Astana IT University, Kazakhstan

Agustina Kusuma Dewi, Institut Teknologi Nasional, Indonesia