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"Identifies institutional items about inflation. Keeps the measure focused on the research question.", "construction": "Apply the study’s relevance classification before weighting an item.", "limitations": "Classification can confuse adjacent economic topics with inflation." }, "prominence": { "title": "Institutional prominence", "meaning": "Describes how prominently an institution appears in an item. Distinguishes a central role from a passing mention.", "construction": "Salience = 0.30 × title + 0.25 × position + 0.20 × mention-frequency rank + 0.25 × agency cue.", "limitations": "Automated cues can misread context or attribute a statement to another central bank." }, "reach": { "title": "Potential reach", "meaning": "An estimate of an item’s potential audience. Gives differently sized outlets different contributions.", "construction": "Multiply each relevant institutional item’s salience by its potential reach.", "limitations": "Potential audiences can overlap; reach does not measure reading or understanding." }, "share": { "title": "Weighted visibility", "meaning": "The institution’s weighted share of the inflation discussion. Relates institutional presence to the size of the surrounding debate.", "construction": "100 × sum of institutional salience × reach, divided by (sum of inflation-corpus reach + 1). Unit: percent.", "limitations": "The denominator can grow even when institutional coverage stays constant." }, "gap": { "title": "Attention gap", "meaning": "The same visibility information relative to a fixed historical reference. Matches the manuscript’s terminology and coefficient tables.", "construction": "Baseline share minus current share, in percentage points. A larger gap means lower visibility.", "limitations": "A baseline is a reference; it is not an institutional target." }, "centrality": { "title": "Network centrality", "meaning": "The institution’s position among actors linked through media sources. Asks about network position, a different question from share of coverage.", "construction": "Eigenvector centrality gives more weight to connections with well-connected actors and is normalised within each monthly network.", "limitations": "Network composition and normalisation can change a score; centrality does not measure trust." }, "expectations": { "title": "Consumer expectations", "meaning": "A monthly survey balance describing expected price movements. Examines whether media measures predict a separate household outcome.", "construction": "Compare monthly projections with weekly models using linear or step assignment of the monthly survey.", "limitations": "Assignment to weeks creates no new survey responses. The balance does not measure long-term anchoring." }, "article": { "title": "Article share", "meaning": "How many inflation-relevant institutional items appear relative to the inflation corpus?", "construction": "100 × relevant institutional item count / (inflation item count + 1). It does not apply prominence or reach weights.", "limitations": "Counts publication instances; repeated publication is not independent editorial attention." }, "hhi": { "title": "Concentration of institutional weight", "meaning": "How concentrated is the visibility numerator across source labels?", "construction": "Sum the squared source shares of the salience × reach numerator. A value of 1 means one source carries all weight.", "limitations": "Source labels are not necessarily independent brands or owners. This weighted-numerator diagnostic differs from the broad source-reach HHI used as a regression control." } }, "hr": { "relevance": { "title": "Relevantnost za inflaciju", "meaning": "Objava iz institucionalnog korpusa koja se bavi inflacijom. Usmjerava pokazatelj na predmet istraživanja.", "construction": "Prije ponderiranja primjenjuje se klasifikacija relevantnosti.", "limitations": "Srodne gospodarske teme mogu se pogrešno prepoznati kao inflacija." }, "prominence": { "title": "Institucionalna istaknutost", "meaning": "Mjesto institucije u medijskom tekstu. Razlikuje središnju ulogu od usputnog spominjanja.", "construction": "0,30 × naslov + 0,25 × položaj + 0,20 × rang učestalosti + 0,25 × naznaka djelovanja.", "limitations": "Jezični signali mogu pogrešno pripisati izjavu ili ulogu instituciji." }, "reach": { "title": "Potencijalni doseg", "meaning": "Procjena potencijalne publike objave. Doprinos objave uzima u obzir veličinu potencijalne publike.", "construction": "Doseg relevantne institucionalne objave množi se njezinom istaknutošću.", "limitations": "Publike se mogu preklapati; doseg ne mjeri stvarno čitanje." }, "share": { "title": "Ponderirana vidljivost", "meaning": "Ponderirani institucionalni udio u raspravi o inflaciji. Povezuje institucionalnu zastupljenost s veličinom šire rasprave.", "construction": "100 × zbroj institucionalne istaknutosti × doseg, podijeljeno sa (zbroj dosega inflacijskog korpusa + 1). Jedinica: postotak.", "limitations": "Rast nazivnika može smanjiti udio i uz nepromijenjenu institucionalnu zastupljenost." }, "gap": { "title": "Jaz u pažnji", "meaning": "Vidljivost iskazana u odnosu na fiksnu povijesnu referencu. Povezuje prikaz s terminologijom rukopisa.", "construction": "Referentni udio minus tekući udio, u postotnim bodovima. Veći jaz znači manju vidljivost.", "limitations": "Referenca nije komunikacijski cilj." }, "centrality": { "title": "Mrežna centralnost", "meaning": "Položaj institucije među akterima koje povezuju medijski izvori. Opisuje položaj u mreži, zasebno od udjela u zastupljenosti.", "construction": "Veća težina pripada vezama s dobro povezanim akterima; vrijednost se normalizira u svakoj mjesečnoj mreži.", "limitations": "Sastav mreže i normalizacija mogu mijenjati vrijednost; pokazatelj nije mjera povjerenja." }, "expectations": { "title": "Potrošačka očekivanja", "meaning": "Mjesečni anketni saldo očekivanog kretanja cijena. Ispituje vezu s ishodom koji je odvojen od medijske zastupljenosti.", "construction": "Mjesečne projekcije uspoređuju se s tjednim modelima uz linearno ili stepenasto pridruživanje ankete.", "limitations": "Pridruživanje tjednima ne stvara nove odgovore; saldo nije mjera dugoročne usidrenosti." }, "article": { "title": "Udio objava", "meaning": "Koliko institucionalnih objava relevantnih za inflaciju ima u odnosu na inflacijski korpus?", "construction": "100 × broj relevantnih institucionalnih objava / (broj inflacijskih objava + 1), bez ponderiranja istaknutošću ili dosegom.", "limitations": "Broje se pojedinačne objave; prenošenje teksta ne predstavlja neovisnu uredničku pozornost." }, "hhi": { "title": "Koncentracija institucionalnog pondera", "meaning": "Koliko je brojnik vidljivosti koncentriran među oznakama izvora?", "construction": "Zbroj kvadrata udjela izvora u brojniku istaknutost × doseg. Vrijednost 1 znači da jedan izvor nosi sav ponder.", "limitations": "Oznake izvora nisu nužno neovisni brendovi ili vlasnici. Ova dijagnostika ponderiranog brojnika razlikuje se od HHI-ja ukupnog dosega korištenog kao kontrola u regresiji." } } }, "findings": [ { "id": "F1", "model": "Primary weekly model, equation 9b", "measure": "Weighted institutional visibility", "sample": "S1 · January 2021–May 2026", "reference": "Section 4.2 · Table 6 · Appendix A23", "finding": "Higher inflation is associated with lower weighted visibility in the primary weekly model; time-control sensitivity qualifies the association.", "finding_hr": "U primarnom tjednom modelu viša inflacija povezana je s nižom ponderiranom vidljivošću; osjetljivost na vremenske kontrole ograničava zaključak.", "checks": [ "9b", "9a", "trend", "year", "common", "winsor" ], "model_hr": "Primarni tjedni model, jednadžba 9b", "measure_hr": "Ponderirana institucionalna vidljivost", "sample_hr": "S1 · siječanj 2021. – svibanj 2026.", "reference_hr": "Odjeljak 4.2 · tablica 6 · dodatak A23", "data_version": "extended-2026-09-17", "method_version": "extended-manuscript-2026-09-17", "presentation_version": "2026-09-19.3", "verification": "Matched to saved outputs", "author_review": "pending" }, { "id": "F2", "model": "Controlled monthly trend", "measure": "Weighted institutional visibility", "sample": "S3 · April 2024–May 2026", "reference": "Section 4.6 · common-source comparison", "finding": "Weighted visibility declines within April 2024–May 2026 in the primary and common-source monthly trend models.", "finding_hr": "Od travnja 2024. do svibnja 2026. ponderirana vidljivost pada u mjesečnim modelima primarnog uzorka i zajedničkih izvora.", "checks": [ "primary", "common" ], "model_hr": "Mjesečni trend uz kontrole", "measure_hr": "Ponderirana institucionalna vidljivost", "sample_hr": "S3 · travanj 2024. – svibanj 2026.", "reference_hr": "Odjeljak 4.6 · usporedba zajedničkih izvora", "data_version": "extended-2026-09-17", "method_version": "extended-manuscript-2026-09-17", "presentation_version": "2026-09-19.3", "verification": "Matched to saved outputs", "author_review": "pending" }, { "id": "F3", "model": "Forward projections; article-share exposure; continuity controls", "measure": "Consumer expectations survey balance", "sample": "S1 · January 2021–May 2026", "reference": "Section 4.5 · Table 8 · Appendix A12", "finding": "A stable predictive relationship with consumer expectations is not established; survey assignment and model controls affect the results.", "finding_hr": "Stabilna prediktivna veza s potrošačkim očekivanjima nije utvrđena; vremensko pridruživanje ankete i kontrole mijenjaju rezultate.", "checks": [ "linear", "step", "monthly" ], "model_hr": "Projekcije budućih ishoda; udio objava; osnovne kontrole", "measure_hr": "Saldo ankete potrošačkih očekivanja", "sample_hr": "S1 · siječanj 2021. – svibanj 2026.", "reference_hr": "Odjeljak 4.5 · tablica 8 · dodatak A12", "data_version": "extended-2026-09-17", "method_version": "extended-manuscript-2026-09-17", "presentation_version": "2026-09-19.3", "verification": "Matched to saved outputs", "author_review": "pending" }, { "id": "F4", "model": "Common-source monthly network trend", "measure": "Normalised eigenvector centrality", "sample": "S3 · April 2024–May 2026", "reference": "Section 4.7 · Appendix B2", "finding": "The common-source monthly centrality interval includes zero; a lasting decline in network position is not established.", "finding_hr": "Interval mjesečnog trenda centralnosti zajedničkih izvora obuhvaća nulu; trajni pad mrežnog položaja nije utvrđen.", "checks": [ "common", "reconstructed" ], "model_hr": "Mjesečni trend mreže zajedničkih izvora", "measure_hr": "Normalizirana centralnost svojstvenog vektora", "sample_hr": "S3 · travanj 2024. – svibanj 2026.", "reference_hr": "Odjeljak 4.7 · dodatak B2", "data_version": "extended-2026-09-17", "method_version": "extended-manuscript-2026-09-17", "presentation_version": "2026-09-19.3", "verification": "Matched to saved outputs", "author_review": "pending" } ], "common_source_definition": { "source_labels": 258, "reference_windows": [ "2023-01–2023-12", "2024-07–2024-12" ], "rule": "Intersection of source labels with institutional items in both reference windows; restrict both numerator and denominator." }, "channels": [ { "channel": "comment", "items": 187 }, { "channel": "facebook", "items": 2333 }, { "channel": "forum", "items": 517 }, { "channel": "instagram", "items": 69 }, { "channel": "reddit", "items": 301 }, { "channel": "tiktok", "items": 8 }, { "channel": "twitter", "items": 435 }, { "channel": "web", "items": 87668 }, { "channel": "youtube", "items": 649 } ], "revisions": [ { "version": "2026-09-19.3", "type": "editorial", "date": "2026-09-19", "description": "Redesigned bilingual briefs and figures; full January 2021–May 2026 timeline in both briefs. Research estimates unchanged." }, { "version": "2026-09-19.2", "type": "editorial", "date": "2026-09-19", "description": "Context-preserving inspection, predefined sensitivity comparisons and diagnostics from existing scored records. Published research estimates unchanged." }, { "version": "2026-09-19.1", "type": "editorial", "date": "2026-09-19", "description": "Evidence overview, worked examples, URL selections and selected-view exports. Published research estimates unchanged." } ] }