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UPORABNIŠKI VIDIKI PRIKAZOVANJA PODATKOV URADNE STATISTIKE
ID Bolko, Irena (Author), ID Bavdaž, Mojca (Mentor) More about this mentor... This link opens in a new window, ID Vidmar, Gaj (Comentor)

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Abstract
Podatki so dandanes prisotni v vseh plasteh naših življenj, njihova količina pa nepredstavljivo narašča. Prikazovanje podatkov nam omogoča pretvorbo številskih podatkov v grafične podobe na način, ki ga lahko naš vidni sistem enostavno in učinkovito obdela. V pregledu razvoja prikazovanja podatkov skozi čas opredelimo ključne mejnike, ki so pripomogli k vse večji vlogi prikazov v današnji družbi, ko nam prikazi pomagajo pri bolj učinkovitem razumevanju podatkov in sprejemanju odločitev. Prikazi podatkov so namenjeni sporočanju različnim javnostim, tako širši kot posameznim strokovnim, a še vedno ne poznamo povsem dobro mehanizmov, ki so v ozadju procesov sporočanja in razumevanja prikazov. Prikazovanje podatkov je več disciplinarno področje, ki gradi na spoznanjih številnih znanosti, področij in tudi na praktičnih izkušnjah. Kljub številnim uveljavljenim navodilom in smernicam prikazovanja podatkov, lahko še vedno naletimo na zavajajoče in napačne prikaze. V pregledu literature smo posebej izpostavili spoznanja kognitivne psihologije, za katero menimo, da lahko ustrezno opiše in razloži proces razumevanja in interpretacije prikazov podatkov. Podatki uradne statistike opisujejo demografske, socialne, ekonomske, okoljske in druge vidike družbe. Kljub dolgi tradiciji pa je uradna statistika s prisotnostjo na svetovnem spletu nedvomno postala veliko bolj vidna, statistični podatki se uporabljajo v veliko večji meri kot kadarkoli prej, razvajajo se nova orodja in storitve, raznolikost in velikost podatkov postajata vse večja, kakovost podatkov vse boljša. Ob temu pa se postavlja vprašanje, v kolikšni meri so izdelki in storitve uradne statistike prilagojeni raznolikim uporabnikom in kako nam je lahko prikazovanje podatkov v pomoč pri razširjanju uradne statistike. V pregledu uporabnikov podatkov uradne statistike izpostavimo in opredelimo tri večje skupine: splošno javnost, analitike in odločevalce. Skupine se med sabo razlikujejo med drugim v namenih za iskanje in uporabe podatkov ter v statistični pismenosti. V empiričnem delu smo izvedli tri eksperimentalne raziskave na treh različnih priložnostnih vzorcih. Ugotavljali smo, kako uporabniki razumejo prikaze podatkov in kakšna sporočila iz njih razberejo. V raziskave smo vključili tako splošne (de-kontekstualizirane) prikaze kot konkretne primere prikazov uradne statistike, objavljene na družbenih omrežjih evropskega statističnega urada. Čeprav smo uporabili prikaze, ki so razmeroma prepoznavni in razširjeni, naši rezultati nakazujejo, da lahko tudi pri razumevanju in interpretaciji enostavnih prikazov naletimo na ovire. Ugotovili smo, da uporaba dodanih grafičnih elementov, ki je sicer v nasprotju z uveljavljenimi smernicami prikazovanja podatkov, lahko pripomore k večji zapomnljivosti prikaza. Naslovi lahko pomembno vplivajo na sporočilnost prikaza, zato jim je pri oblikovanju prikaza potrebno posvetiti posebno pozornost. V zaključku izpeljemo predloge za nadaljnje preučevanje in vpeljavo izboljšav na področje prikazovanja podatkov, tako na strani uporabnikov kot na strani ponudnikov prikazov.

Language:Slovenian
Keywords:prikazi podatkov, uradna statistika, sporočilnost prikazov, uporabnost prikazov, uporabniki uradne statistike
Work type:Doctoral dissertation
Organization:EF - School of Economics and Business
Year:2026
PID:20.500.12556/RUL-183373 This link opens in a new window
Publication date in RUL:12.06.2026
Views:66
Downloads:66
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Secondary language

Language:English
Title:USER ASPECTS OF DATA VISUALIZATION IN OFFICIAL STATISTICS
Abstract:
Data have now became present in every aspect of our lives. An unimaginable growing amount of data calls for developing new tools and solutions on how to disseminate data efficiently in a way that would facilitate users in their decision-making process. Data visualisation provides powerful answers to this challenge, allowing transformation of numbers into images in a way that is processed easily and efficiently by our vision system. In the historical overview of data visualization, we identify key milestones that contributed to the prominent role of visualization in today's society. Data visualization is communicating to various publics, both general and specific expert publics, but we still do not fully understand the mechanisms of chart comprehension and understanding. Data visualization is a multi-disciplinary field that builds on the theoretical background form many fields as well as on the experiences shared by practitioners. In the literature review, we highlight the cognitive psychology findings. We believe that these findings can adequately describe and explain chart comprehension and messaging. Official statistics data describe demographic, social, economic, environmental and other aspects of society. Despite their long tradition, official statistics have become significantly more visible when establishing their web presence. Statistical data are now used to a much greater extent than ever before, new tools and services are being developed, the variety and size of data is increasing, and the data quality is improving. However, the question arises to what extent official statistics tailors their products and services to meet the requests of different users as well as how can data visualization enhance official statistics dissemination. We review users of official statistics and we propose their classification into three major groups: the general public, analysts and decision-makers. The groups differ in their motivation for searching and using official statistics data as well as in statistical literacy, among others. In the empirical part, we present results of three experimental studies we conducted on three different convenient samples. We tested how users understand charts and what messages they understand from them. We included both general (de-contextualized) charts as well as concrete examples of official statistics charts found on Eurostat social media. We applied charts that are common and widespread and hence they should be relatively easy to understand. However, our results suggest that several obstacles are posed to the understanding and interpretation of even simple charts. Although embellished charts do not follow data visualization guidelines, it seems that they are better memorized and recalled in comparison to plain charts. More attention should be paid to the titles wording since titles could in fact be the only messages that reach the users. We conclude with several proposals for further research and introduction of improvements in the field of data display, both on the side of users and on the side of the chart providers.

Keywords:data visualization, official statistics, messaging, usability, users of official statistics

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