{"id":18873,"date":"2026-01-05T18:32:44","date_gmt":"2026-01-05T17:32:44","guid":{"rendered":"https:\/\/enigmia.es\/?p=18873"},"modified":"2026-01-29T18:49:10","modified_gmt":"2026-01-29T17:49:10","slug":"narrative-themes-reputational-risk","status":"publish","type":"post","link":"https:\/\/enigmia.es\/en\/reputacion\/temas-narrativas-riesgo-reputacional\/","title":{"rendered":"Themes, narratives and reputational risk in advanced media analysis"},"content":{"rendered":"

In the era of information overabundance<\/strong>, Knowing that your brand is in the news is no longer enough. The real strategic value lies in understanding how<\/strong> it is talked about and what stories<\/strong> are making an impact on public opinion.<\/p>\n\n\n\n

In order to navigate this environment, it is essential to distinguish between the \u201ckeyword \u201dnoise\"<\/strong> and the \u201cmusic\u201d of the complete stories<\/strong>.<\/p>\n\n\n\n

This guide introduces the essential concepts of advanced media analysis: the distinction between themes and narratives<\/strong>the measurement of sentiment<\/strong> and the quantification of reputational risk<\/strong>.<\/p>\n\n\n\n

1. The basics: differentiating themes from narratives<\/strong><\/h2>\n\n\n\n

The most common error in media monitoring is to confuse the subject<\/strong> with the history<\/strong>. To structure an effective analysis, we must separate these two fundamental concepts.<\/p>\n\n\n\n

What are they talking about? - Main topics<\/strong><\/h3>\n\n\n\n

The main topics<\/strong> are the basic building blocks of information. They are keywords, concepts or specific issues that answer the question:<\/p>\n\n\n\n

\n

What is the news about?<\/strong><\/p>\n<\/blockquote>\n\n\n\n

Defining characteristics:<\/strong><\/p>\n\n\n\n

    \n
  • Static<\/strong>its meaning does not usually change (e.g. gas<\/em>, taxes<\/em>).<\/li>\n\n\n\n
  • Concrete<\/strong>refer to tangible concepts.<\/li>\n\n\n\n
  • Descriptive<\/strong>do not include implicit value judgments.<\/li>\n<\/ul>\n\n\n\n

    Example<\/strong><\/p>\n\n\n\n

    In an energy crisis, the issues could be:<\/p>\n\n\n\n

      \n
    • regulated rate<\/em><\/li>\n\n\n\n
    • closure of thermal power plants<\/em><\/li>\n\n\n\n
    • price of gas<\/em><\/li>\n<\/ul>\n\n\n\n

      They are useful for SEO and for detecting which issues dominate the agenda, but do not indicate whether coverage is positive or negative<\/strong>.<\/p>\n\n\n\n

      What story is being told? - Narratives detected<\/strong><\/h3>\n\n\n\n

      If the subjects are the bricks, the narratives<\/strong> are the building.<\/p>\n\n\n\n

      A narrative is a complete history<\/strong> or a conceptual framework<\/strong> that structures how the news is told. Answer the question:<\/p>\n\n\n\n

      \n

      What's going on among the actors?<\/strong><\/p>\n<\/blockquote>\n\n\n\n

      As opposed to themes, narratives are:<\/p>\n\n\n\n

        \n
      • Dynamics<\/strong>evolve over time.<\/li>\n\n\n\n
      • Relational<\/strong>involves someone doing something to someone else (Actor + Action + Context)<\/em>.<\/li>\n\n\n\n
      • Interpretive<\/strong>always have an angle or perspective.<\/li>\n<\/ul>\n\n\n\n

        Example<\/strong><\/p>\n\n\n\n

        While the subject is prices<\/em>, the narrative could be:<\/p>\n\n\n\n

          \n
        • \u201cGovernment pressures electricity companies to lower prices\u201d.\u201d<\/li>\n\n\n\n
        • \u201cThe company is positioned as a leader in renewables.\u201d<\/li>\n<\/ul>\n\n\n\n

          Golden rule<\/strong><\/p>\n\n\n\n

          \n

          A subject is usually a noun (tariff regulation<\/em>).<\/p>\n<\/blockquote>\n\n\n\n

          \n

          A narrative is a sentence with a subject and a verb (Government imposes new tariff regulation<\/em>).<\/p>\n<\/blockquote>\n\n\n\n

          2. The emotional layer: tone vs. feeling<\/strong><\/h2>\n\n\n\n

          Once the stories have been identified, we need to measure their emotional temperature<\/strong>. Here it is key to distinguish between the general news climate<\/strong> and the specific impact on the organization<\/strong>.<\/p>\n\n\n\n

          General tone - the media climate<\/strong><\/h3>\n\n\n\n

          The tone<\/strong> measures the overall atmosphere of the coverage. Responds to:<\/p>\n\n\n\n

          \n

          How are things being said?<\/strong><\/p>\n<\/blockquote>\n\n\n\n

            \n
          • Neutral<\/strong>objective facts, technical language, without valuation adjectives.<\/li>\n\n\n\n
          • Positive<\/strong>focus on achievements, progress and opportunities.<\/li>\n\n\n\n
          • Negative<\/strong>: well-founded criticisms and problems, without sensationalism.<\/li>\n\n\n\n
          • Alarmist<\/strong>extreme language, terms such as catastrophe<\/em> o collapse<\/em>, sense of urgency.<\/li>\n<\/ul>\n\n\n\n

            Customer sentiment - the real impact<\/strong><\/h3>\n\n\n\n

            The sentiment<\/strong> Is a more accurate metric. Responds to: Does this news specifically favor or harm my brand?<\/strong><\/p>\n\n\n\n

            It is possible to have:<\/p>\n\n\n\n

              \n
            • Negative tone<\/strong>Energy crisis in Europe\u201c.\u201d<\/li>\n\n\n\n
            • Favorable sentiment<\/strong>Company X guarantees supply despite the crisis\u201c.\u201d<\/li>\n<\/ul>\n\n\n\n

              Usual classification:<\/strong><\/p>\n\n\n\n

                \n
              • Favorable<\/strong>The brand is a positive protagonist, its achievements are recognized or it is presented as a victim of external factors.<\/li>\n\n\n\n
              • Unfavorable<\/strong>The brand is responsible for the problem, receives direct criticism or loses out to the competition.<\/li>\n<\/ul>\n\n\n\n

                3. Quantifying the danger: the Risk Score<\/strong><\/h2>\n\n\n\n

                For managers, qualitative analyses can be difficult to digest quickly. This is where the Risk Score<\/strong> (Risk Score): a quantitative metric of 0 a 100<\/strong> which summarizes reputational severity in a single comparable number.<\/p>\n\n\n\n

                A robust system is not based on sentiment alone, but on a combination of several factors:<\/p>\n\n\n\n

                  \n
                1. Anomalous volume<\/strong> Is there a lot more talk than usual? (+30 points)<\/em><\/li>\n\n\n\n
                2. Alarmist tone<\/strong> Is there panic in the headlines? (+40 points)<\/em><\/li>\n\n\n\n
                3. Narrative diversity<\/strong> More than 7 active narratives usually indicates loss of control of the message. (+20 points)<\/em><\/li>\n\n\n\n
                4. Unfavorable sentiment<\/strong> Direct damage to reputation.<\/li>\n<\/ol>\n\n\n\n

                  Scale of action<\/strong><\/h3>\n\n\n\n
                    \n
                  • 0-24 (Low)<\/strong>normal situation.<\/li>\n\n\n\n
                  • 25-49 (Medium)<\/strong>active monitoring.<\/li>\n\n\n\n
                  • 50-74 (High)<\/strong>alert, corrective action is recommended.<\/li>\n\n\n\n
                  • 75-100 (Critical)<\/strong>immediate crisis management and activation of the management\/legal team.<\/li>\n<\/ul>\n\n\n\n

                    4. The time dimension: evolution and trend<\/strong><\/h2>\n\n\n\n

                    Media analysis is an important film<\/strong>, not a snapshot. The true strategic value comes from comparing metrics on a day-to-day basis to understand where public opinion is moving<\/strong>.<\/p>\n\n\n\n

                    Detecting escalation<\/strong><\/h3>\n\n\n\n

                    An advanced system must identify not only the current state, but also the speed of change<\/strong>:<\/p>\n\n\n\n

                      \n
                    • Getting worse fast<\/strong>The risk rises more than 15 points in a single day or the volume soars.<\/li>\n\n\n\n
                    • Persistent vs. ephemeral narratives<\/strong>negative narrative that persists for more than 3 days tends to consolidate as accepted truth.<\/li>\n<\/ul>\n\n\n\n

                      Change analysis (day-by-day)<\/strong><\/h3>\n\n\n\n

                      To understand evolution, it is measured:<\/p>\n\n\n\n

                        \n
                      1. Volume change<\/strong>: increase or decrease of media attention (e.g. +22%).<\/li>\n\n\n\n
                      2. Narrative rotation<\/strong>The emergence of new negative stories indicates a mutation of the crisis.<\/li>\n\n\n\n
                      3. Change in sentiment<\/strong>is the perception of unfavorable<\/em> a neutral<\/em>?<\/li>\n<\/ol>\n\n\n\n

                        The strategic control panel<\/strong><\/h2>\n\n\n\n

                        The integration of themes, narratives, tone, sentiment and risk<\/strong> transforms traditional monitoring into strategic intelligence<\/strong>.<\/p>\n\n\n\n

                        It's no longer just about counting mentions, it's about answering key questions:<\/p>\n\n\n\n

                          \n
                        1. Which story dominates? (Narrative)<\/em><\/li>\n\n\n\n
                        2. How much damage does it generate? (Feeling)<\/em><\/li>\n\n\n\n
                        3. Is it urgent to act? (Risk Score)<\/em><\/li>\n\n\n\n
                        4. Is the situation getting better or worse? (Trends)<\/em><\/li>\n<\/ol>\n\n\n\n

                          By mastering these concepts, it is possible to move from a reactive<\/strong> to a proactive<\/strong>, anticipating crises before the Risk Score<\/em> reach critical levels.<\/p>","protected":false},"excerpt":{"rendered":"

                          En la era de la sobreabundancia informativa, saber que tu marca aparece en las noticias ya no es suficiente. El verdadero valor estrat\u00e9gico reside en entender c\u00f3mo se habla de ella y qu\u00e9 historias est\u00e1n calando en la opini\u00f3n p\u00fablica. Para navegar este entorno, es fundamental distinguir entre el \u201cruido\u201d de las palabras clave y […]<\/p>\n","protected":false},"author":1,"featured_media":18874,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[78,12],"tags":[],"class_list":["post-18873","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-reputacion","category-noticias"],"acf":[],"_links":{"self":[{"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/posts\/18873","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/comments?post=18873"}],"version-history":[{"count":0,"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/posts\/18873\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/media\/18874"}],"wp:attachment":[{"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/media?parent=18873"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/categories?post=18873"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/enigmia.es\/en\/wp-json\/wp\/v2\/tags?post=18873"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}