ULTRA-SHORT TEXTS IN MASS MEDIA: AN EXPERIENCE OF CATEGORIAL ANALYSIS

Bashkatova N.V.

Belgorod State National Research University
Belgorod, Russia
e-mail: natali.bash.nb@gmail.com

Introduction

The dynamics of modern media consumption, characterized by high speed and a short attention span, have given rise to the phenomenon of ultra-short texts, which have become the dominant form of communication in the digital environment. An analysis of these processes is impossible without considering that digital media and the culture of "instant communication" are defining new forms of language and requiring fundamentally different research tools [10, p. 14]. News headlines, social media announcements, slogans, and teasers form a special layer of linguistic units that function according to the "minimax" principle [1, p. 150]: achieving maximum meaning with a minimum of linguistic resources. This strategy of formal compression is comparable to classical textual criticism, but it rethinks traditional categories in a modern context, where brevity is becoming not a stylistic choice, but a key condition for communicative effectiveness. Despite their obvious practical significance, ultra-short texts have long remained on the periphery of linguistic analysis, and their study has been fragmentary, which highlights the need for a holistic theoretical model capable of describing their systemic properties.

The aim of this study is to conduct a comprehensive categorical analysis of micro-texts (MicroT) in the mass media space to identify universal patterns of their construction and functioning. Achieving this goal involves solving a number of interrelated problems: systematization of existing theoretical approaches to defining micro-text; development and testing of an integrated analytical framework based on an adapted system of categories by I.R. Galperin [6]; quantitative analysis
Formal and structural parameters of a large corpus of headlines from leading Russian news agencies; as well as a qualitative categorical analysis of representative cases to verify the proposed model.

The scientific novelty of this work lies in its synthesis of quantitative and qualitative methods (automated statistical processing and in-depth categorical analysis) using extensive empirical data, bridging the gap between text theory and contemporary media practice. The methodological basis is an integrative approach, combining formal analysis, classical text linguistics, and elements of a cognitive approach, enabling a multi-layered examination of the subject.

The theoretical significance of the study lies in the development and specification of a categorical apparatus applicable to mass media, and the practical significance lies in the formation of a toolkit for the analysis and construction of effective media messages that meet the challenges of the digital age.

 

Material and methods

The methodological basis of the study is built on the integration of three complementary approaches that provide a comprehensive analysis of ultra-short texts. The first approach is an automated quantitative analysis of a corpus of 6,000 headlines from leading Russian news agencies (RBC, RIA Novosti, Interfax), which made it possible to identify statistically significant patterns in their formal structure: distribution by length in words and characters, dominant formats and their dynamics for 2023 and 2026. The empirical base consisted of a representative sample formed using the continuous selection method; statistical data processing (character and word count) was performed using Excel software. The second, substantive approach is based on an adapted categorical scheme developed on the basis of I.R. Galperin's text theory [6], which was expanded to analyze the specifics of ultra-short mass media messages. The focus is on key aspects such as: informativeness, addressability, completeness, divisibility, integrativity, cohesion, presupposition, continuum, prospection, sociologicality, and imagery, which allows for a systematic description of the semantic architecture of texts that function according to the "minimax" principle. The third approach—cognitive-pragmatic—aims to reconstruct the mechanisms of decoding and meaning generation. It incorporates the method of research introspection in the analysis of representative cases and takes into account the role of background knowledge, individual experience, and the cultural presuppositions of the audience. A systematic exposition of the method of introspection as a scientific tool is presented in Wilhelm Wundt's work, "Foundations of Physiological Psychology" (1873–1874), in which the author introduces the concept of Innere Wahrnehmung (German)—a controlled experimental method for recording sensations [27]. The synthesis of these methods—computer data processing, classical linguistic analysis, and cognitive interpretation—forms an integrative methodology that overcomes fragmentation in the study of ultra-short texts and provides their multi-level characterization, which is significant for the theory of language and the practice of media communications.

The material for the analysis was a representative sample of 6,000 headlines from news feeds of RBC, RIA Novosti and Interfax for 2023 (3,000 headlines) and 2026 (30,000 headlines), which ensures the reliability and relevance of the findings.

 

Results and discussion

Ultra-short text: definition and taxonomy. In modern linguistics, there is no unified terminology for designating extremely laconic text forms. Researchers offer various definitions reflecting their structural or functional features: «microtext» [13; 17], «single-phrase text» [2], «precedent text» [22], «textoid» [7, pp. 254–258], «creolized text» [23], «small-format text» [15], «primitive texts» [16], and others. In the framework of this study, ultra-short text (MicroT – texts up to 10 words, up to 100 characters long [3]) is understood as a minimal, but communicatively sufficient unit that materializes a complete thought, in accordance with the original interpretation of the text by V. Dahl as «literal speeches
writer" [9]. The critical parameter is not only the volume (in the work the limit is up to 10 words or 100 characters, which correlates with the dominant format of news headlines, the 2004 concept of "microtexts" by A. Yu. Korbut [18, p. 15], but also the ability to perform key text functions under conditions of strict compression, implementing the principle of "minimax" - maximum semantic density with a minimum number of characters.

In the digital media environment, ultra-short texts do not function in isolation, but as elements of complex intertextual and intermedial systems. They often act as the core of creolized (ComboT) [3] messages, synthesizing the verbal component with a visual, multimedia format. The combination of several semiotic systems in one text is not new to humanity, but the development of technology has significantly expanded the possibilities of transmitting information in the space of media communication [8, p. 45]. Modern information and communication technologies, transferring communication to a virtual environment, actualize the study of such hybrid genres as political
email newsletter, where the subject of the letter, being an ultra-short text, acquires manipulative potential [12, p. 31]. A special and central object for this study is the title, which has a dual nature: it simultaneously precedes the text and is its semantic condensation and the key to understanding [26; 24]. It is the title, as an ultra-short text, in the conditions of algorithmic selection of news aggregators such as Yandex.News, that becomes the main and self-sufficient object of attention, obeying specific quality requirements: grammatical correctness, informational accuracy, neutrality and optimal size (recommended
5–7 words) [25].

To systematically study the internal organization of ultra-short texts, we employ a categorical analysis methodology developed on the basis of I.R. Galperin's classical theory [6]. The initial set of ten text-forming categories was expanded and adapted to the specifics of media discourse. The final analytical model includes such interrelated aspects as: informativeness, addressability, completeness, divisibility, integrativity, cohesion, presupposition, continuum, prospection, sociologicality, and imagery. This toolkit enables multi-level analysis, revealing how semantic integrity, audience orientation, and integration into the overall media flow are achieved within a compact form.

In the modern media landscape, the news feed functions as a holistic textual phenomenon [4], based on the aggregation of content through ultra-short headlines. This dynamic flow, structured according to a universal template: a headline/announcement, metadata (date and time of news release), forms the core of the information architecture of digital platforms. The growing trend toward hypercompression, driven by the acute shortage of user attention, is radically changing the requirements for the presentation format. The headline is becoming a key and self-sufficient genre, serving as the sole incentive for content selection and forced to combine mutually exclusive qualities: extreme semantic density, semantic clarity, and provocativeness. This paradox—the need to preserve the depth of a message within a strict limit of 5–7 words—finds its resolution in the "minimax" strategy. This strategy assumes that external brevity is offset by a complex internal architecture, where each element performs a maximum of functions, ensuring communicative effectiveness in the context of high-speed information consumption.

Quantitative analysis. For the quantitative analysis, a corpus of 6,000 micro-texts (MicroT) was compiled from the news feeds of RBC, RIA Novosti, and Interfax. The sample covers two periods: 3,000 headlines for September–November 2023 and 3,000 headlines for October 2025–February 2026. The 2026 material from RIA Novosti and Interfax was collected via the Yandex.Zen aggregator [21; 14], while RBC content was collected directly from the publication's official website [20], covering key sections (Finance, Economy, Politics, Business, Society, Sports, Automotive, Investments, Education). In 2023, the source data was collected from the news agencies' official websites. Automated data processing using statistical methods allowed for the calculation of key formal parameters: the number of words and characters in each headline. This made it possible not only to describe the structural characteristics of the sample but also to establish a correlation between the minimum text volume and its communicative sufficiency in the context of news flow.

Statistical data analysis revealed consistent structural patterns. The dominant form, comprising approximately 74% of the sample in both study periods, is headlines between 6 and 10 words (up to 90 characters). This indicator demonstrates high stability: the share of such headlines was 77% (RBC), 78-79% (RIA Novosti), and 53-56% (Interfax). Meanwhile, the most laconic formats (up to 3 words, or 30 characters) accounted for only approximately 1% of the corpus in 2023, indicating their insignificant but systematic presence in the media flow. See Tables 1 and 2 for more details.

Table No. 1. 2023 data: RBC, RIA Novosti, Interfax

Correlation between the number of words and characters in media headlines	Value, pcs	Percentage, %
up to 3 words (up to 30 characters)	20	1
4 to 5 words (up to 60 characters)	74	2
6 to 10 words (up to 90 characters)	2217	74
11 to 15 words (up to 100 characters)	679	23
16 to 20 words (up to 100 characters)	10	0
Total	3000	100

Table No. 2. Data for 2026: RBC, RIA Novosti, Interfax

Correlation between the number of words and characters in media headlines	Value, pcs	Percentage, %
up to 3 words (up to 30 characters)	1	0
4 to 5 words (up to 60 characters)	87	3
6 to 10 words (up to 90 characters)	2212	74
11 to 15 words (up to 115 characters)	679	23
16 to 20 words (up to 117 characters)	21	1
Total	3000	100

A statistical analysis revealed specific variations in formal headline length restrictions across agencies. RBC and RIA Novosti's coverage demonstrates strict adherence to the limit: RBC's headlines will not exceed 73 characters in 2023 and 74 characters in 2026, while RIA Novosti's maximum length was 76 characters in 2023. Interfax and RIA Novosti, however, recorded a wider range—up to 100 characters in 2023 and up to 117 characters in 2026—indicates a slight upward trend in character/character length for headlines in the 11-20 word range.

Established limits may be related to digital platform rules that impose software limitations on headline display. Longer headlines may be adapted due to exceeding the permitted length, as demonstrated by this example: the full headline "Yellow weather alert issued again in St. Petersburg due to frost" is displayed in the news feed as a truncated version: "Yellow weather alert issued again in St. Petersburg due to..." This limitation may be due to standardized layout and content adaptation for mobile devices, where information blocks have preset display parameters. Thus, the formal structure of headlines is determined not only by editorial policy but also by the display formats on media platforms.

The general trend toward short headlines is confirmed by data across all agencies: the 6-10 word (up to 90 characters) format dominates, with statistically confirmed stability in its share (around 74%). Headlines up to 5 words long (no more than 60 characters) consistently account for around 3% of the news flow in both study periods. The longest formats (16 to 20 words), a deviation from the dominant trend toward minimization, are extremely rare—0% in 2023 and 1% in 2026, primarily in Interfax's feed.

This analysis confirms that the editorial policies of news agencies generally comply with common recommendations on headline length (50–70 characters, or "7 ± 2" words). This standard has not only a practical but also a cognitive justification: it correlates with the model of operational working memory, according to which the attention span effectively processes information not exceeding (the so-called law of the number "7 ± 2", formulated by psychologist George Miller in 1956) "seven plus or minus two" units at one of the levels of cognitive architecture [19, p. 166]. Thus, formal limitations on headline length are determined by the fundamental mechanisms of human information perception.

The obtained data empirically confirm the general trend toward minimizing text forms in the face of information redundancy. This tendency is consistent with global dynamics identified, in particular, by the BuzzSumo platform: while in 2017 the optimal headline length was 15 words (95 characters), by 2021 it had shrunk to 11 words (65 characters) [5]. The observed compression of approximately 30 characters clearly illustrates the evolution of media content toward ultra-short forms, where brevity is becoming a key condition for communicative effectiveness in an intense information flow. Thus, quantitative analysis not only verifies the proposed classification but also documents an objective trend toward compression, implementing the "minimax" strategy in modern journalism.

Qualitative Analysis: Categorical Aspects. After quantitatively identifying the ultra-short texts in the corpus, an in-depth categorical analysis was conducted. The goal was to assess the communicative sufficiency of these formats—that is, their ability to perform a full text function with minimal space. Using the exploratory introspection method, common characteristics inherent in the 2023 and 2026 sample titles were systematized according to key aspects.

The informativeness of ultra-short titles is extremely high and is achieved through direct nomination of the event, its subjects, and
Often, location and time are included. This ensures maximum data density, allowing the reader to obtain key information without immediately jumping to the full text.

The targeting is generally broad and undifferentiated, as headlines cover a broad range of topics. In some cases, there is narrow professional or demographic targeting, tailoring the message to a specific audience.

The completeness of headlines is relative: they are syntactically complete units, but semantically they act as announcements that form the intention to read the article and complete the information cycle only in connection with the main material, while remaining autonomous elements of the news report.

Divisibility manifests itself in the ability to segment text into formal lexical units (words) and key semantic components corresponding to the basic questions of the news (who, what, where, when, how). These elements can be extracted while preserving a basic understanding of the message's essence, although a thorough and accurate interpretation requires reference to the full text of the article.

Integrity is ensured by grammatical and lexical connections within the title, uniting disparate facts into a coherent statement, and at the feed level – by a common rubrication and chronological sequence.

Cohesion is supported by standard syntactic constructions that ensure grammatical and logical coherence of the elements of a statement.

Presupposition plays a critical role, requiring the reader to have background knowledge (about the political context, geography, public figures) for immediate interpretation; without this context, decoding the title is difficult.

The feed's continuum creates the effect of a continuous flow of events, where each headline becomes part of an updated picture of the world, emphasizing the dynamics of the media environment.

Prospection is the primary function: the title anticipates the content of the article, promises details, and encourages the transition to the next information block.

The sociological aspect is clearly expressed, since the headlines represent key social, political and economic processes, acting as an indicator of the public agenda.

Imagery is generally minimal and subordinated to a neutral, informative style. Rare metaphors or idioms serve to create emotional emphasis and enhance memorability against a generally neutral background.

For an in-depth study, a categorical analysis of the shortest headlines identified in the RBC feed was conducted.

In 2023, the nominative headline "RBC Heroes" (2 words, 9 characters) became such an example. Its exceptional brevity (the share of similar formats did not exceed 2%) demonstrates the effectiveness of the "minimax" strategy. Structurally, this is a combination of a common noun with
A brand abbreviation, a typical technique of lexical compression. Categorical analysis reveals it as a semiotically rich hybrid: high information content and integrativeness are achieved through presupposition (brand awareness and the context of business journalism) and semantic cohesion ("heroes" + "RBC"). The headline addresses both a mass and professional audience, possessing formal completeness and conditional divisibility. Its prospective function (referencing a series of materials) is combined with a retrospective reference to the genre of personalized ratings. Sociological relevance is manifested in the focus on status groups, and the imagery is built on the metaphor of business "heroes," allowing the text to function as an agenda-setting and myth-making tool.

In 2026, RBC's minimum headline was "Event for Managers" (3 words, 25 characters). Its key categories are targeting and sociological relevance, clearly segmenting the audience and constructing a group identity. Despite its formal completeness and impeccable cohesion, the headline's independent information content is minimal, offset by the high divisibility and integrability of its components. Decoding requires extensive presupposition (understanding the specifics of management practices), creating a continuum of expectation. The main function is prospective: the headline serves as a promise of details, and its imagery is socially and status-related, activating associations with corporate hierarchy. Both cases confirm that even in an extremely brief form, a full set of text categories is implemented, ensuring communicative sufficiency.

The quantitative data obtained during the study confirm and concretize the empirical rules formulated in earlier works on media optimization. In particular, the thesis popular in professional information sources of the 2010s on the need to limit headlines to approximately 6 words or 60 characters [11] finds its statistical substantiation in the analyzed corpus. The established dominant format of 6-10 words and the identified software limitations of platforms, such as truncation of a line after 70 characters, indicate that these recommendations were not simply heuristics, but a pragmatic response to cognitive patterns of perception and the requirements of digital layout. The idea that a headline longer than one line loses effectiveness is confirmed by the observed editorial practice of leading agencies, which consciously adapt their messages to aggregator algorithms and user scanning patterns. Thus, modern length standards are the result of a convergence of empirical experience, technical limitations, and the patterns of communicative sufficiency confirmed by this study.

Conclusion

The study provided a comprehensive analysis of the phenomenon of micro-texts (MicroT) in the modern media environment. Developed based on I.R. Galperin's theory and supplemented with new aspects (targetedness, sociological focus, and imagery), the categorical model has proven effective in analyzing the structure and functions of extremely laconic messages. A quantitative analysis of a corpus of 6,000 headlines from leading Russian agencies revealed a consistent dominant format of 6-10 words (up to 90 characters), accounting for approximately 74% of news flow and statistically confirming the "minimax" principle—achieving maximum semantic density with minimal space.

The results of the study have both theoretical and practical significance. Theoretically, the research verifies the universality of classical text categories for new media formats and substantiates the "minimax" strategy as a system-forming one for digital communication. In practice, the obtained data provide a scientifically valid toolkit for analyzing and designing effective headlines that meet both the cognitive limitations of perception (the "7 ± 2 rule") and the technical requirements of platforms and aggregators. Thus, the study contributes to bridging the gap between linguistic text theory and current practices.
content production, establishing specific parameters of communicative sufficiency for ultra-short forms in the mass media.

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