60350ae6555a14b88b193fde658d6bd9 joumed_a2026v7n3art150.pdf 65607bcd13f33b7f3b147350192402f493a653cc joumed_a2026v7n3art150.pdf 9b7344da472a212b8d05e3a27e50b9078b692dce799792f0d65ac16798d4410d joumed_a2026v7n3art150.pdf Title: AI in Journalism: A Systematic Review of Media Literacy, Competencies, and Algorithmic Engagement Subject: Artificial Intelligence (AI) is redefining journalism, transforming news production, distribution, and consumption. Despite the growing adoption of AI in newsrooms, academic research remains fragmented and lacks a comprehensive overview of global trends, particularly regarding its implications for media literacy and disinformation. This article addresses this gap through a systematic literature review of publications on AI in journalism between 2020 and 2024, based on Scopus and Web of Science. The analysis shows a significant increase in research output since 2023, alongside a strong geographical concentration in Europe and North America, with limited representation from the Global South. The results identify six key thematic areas: automation of news production, algorithmic personalization, newsroom integration, ethical and regulatory challenges, disinformation, and journalism education. Across these themes, the findings reveal a shift from a predominantly technocentric perspective toward a competency-based approach, with increasing attention to media literacy. While AI is associated with efficiency and innovation, the literature consistently highlights concerns related to transparency, bias, editorial accountability, and the transformation of professional roles, as well as risks linked to misinformation and declining public trust. Importantly, the review shows that media literacy—particularly AI literacy—emerges as a transversal dimension, emphasizing the need for competencies that enable journalists and audiences to critically understand, evaluate, and engage with algorithmic systems. The study also identifies key gaps, including limited longitudinal research, scarce audience-centered approaches, insufficient interdisciplinary collaboration, and persistent deficiencies in AI-related training. By foregrounding literacy as a central analytical dimension, this article advances a more holistic understanding of AI in journalism and contributes to the development of a globally inclusive and competency-oriented research agenda. Keywords: artificial intelligence; journalism; systematic literature review; media literacy; disinformation; newsroom Author: Santiago Tejedor, Laura Cervi, Beatriz Villarejo-Carballido and José Juan Verón Creator: LaTeX with hyperref Producer: GPL Ghostscript 9.55.0 CreationDate: Mon Jul 27 01:37:26 2026 CEST ModDate: Mon Jul 27 01:37:26 2026 CEST Custom Metadata: no Metadata Stream: yes Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 20 Encrypted: no Page size: 595 x 842 pts (A4) Page rot: 0 File size: 584094 bytes Optimized: no PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- JRZAIW+NimbusSans-Regular CID TrueType Identity-H yes yes yes 14 0 NQOVGK+NimbusSans-Bold CID TrueType Identity-H yes yes yes 10 0 BBNRFN+URWPalladioL-Bold Type 1C Custom yes yes no 59 0 YKIEQO+VnURWPalladioL Type 1C Custom yes yes no 72 0 LTRDUU+URWPalladioL-Ital Type 1C Custom yes 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Item: Title: ぅぴとどっちぬ〠ぉねばぬどっちぴどはのび〠ちのつ〠ぴとづ〠うどでとぴ〠ぁでちどのびぴ〠いどびどのてはひねちぴどはの〠 Destination: 1 Item: Title: ぁぉ〬〠おはふひのちぬどびぴどっ〠ぐひちっぴどっづび〬〠ちのつ〠ぐひはてづびびどはのちぬ〠げづっはのてどでふひちぴどはの〠 Destination: 1 Item: Title: きづつどち〠がどぴづひちっべ〬〠ぁぉ〠がどぴづひちっべ〬〠ちのつ〠ごひちどのどので〠ぉねばぬどっちぴどはのび〠 Destination: 1 Item: Title: いどびっふびびどはの〠ちのつ〠ぃはのっぬふびどはのび〠 Destination: 1 Item: Title: げづてづひづのっづび Destination: 1 Info: Title: ぁぉ〠どの〠おはふひのちぬどびね〺〠ぁ〠こべびぴづねちぴどっ〠げづぶどづぷ〠はて〠きづつどち〠がどぴづひちっべ〬〠ぃはねばづぴづのっどづび〬〠ちのつ〠ぁぬではひどぴとねどっ〠ぅのでちでづねづのぴ Author: こちのぴどちでは〠ごづなづつはひ〬〠がちふひち〠ぃづひぶど〬〠あづちぴひどぺ〠ざどぬぬちひづなは〭ぃちひぢちぬぬどつは〠ちのつ〠おはびラ〠おふちの〠ざづひンの Subject: ぁひぴどてどっどちぬ〠ぉのぴづぬぬどでづのっづ〠〨ぁぉ〩〠どび〠ひづつづてどのどので〠なはふひのちぬどびね〬〠ぴひちのびてはひねどので〠のづぷび〠ばひはつふっぴどはの〬〠つどびぴひどぢふぴどはの〬〠ちのつ〠っはのびふねばぴどはの〮〠いづびばどぴづ〠ぴとづ〠でひはぷどので〠ちつはばぴどはの〠はて〠ぁぉ〠どの〠のづぷびひははねび〬〠ちっちつづねどっ〠ひづびづちひっと〠ひづねちどのび〠てひちでねづのぴづつ〠ちのつ〠ぬちっにび〠ち〠っはねばひづとづのびどぶづ〠はぶづひぶどづぷ〠はて〠でぬはぢちぬ〠ぴひづのつび〬〠ばちひぴどっふぬちひぬべ〠ひづでちひつどので〠どぴび〠どねばぬどっちぴどはのび〠てはひ〠ねづつどち〠ぬどぴづひちっべ〠ちのつ〠つどびどのてはひねちぴどはの〮〠ごとどび〠ちひぴどっぬづ〠ちつつひづびびづび〠ぴとどび〠でちば〠ぴとひはふでと〠ち〠びべびぴづねちぴどっ〠ぬどぴづひちぴふひづ〠ひづぶどづぷ〠はて〠ばふぢぬどっちぴどはのび〠はの〠ぁぉ〠どの〠なはふひのちぬどびね〠ぢづぴぷづづの〠〲〰〲〰〠ちのつ〠〲〰〲〴〬〠ぢちびづつ〠はの〠こっはばふび〠ちのつ〠しづぢ〠はて〠こっどづのっづ〮〠ごとづ〠ちのちぬべびどび〠びとはぷび〠ち〠びどでのどてどっちのぴ〠どのっひづちびづ〠どの〠ひづびづちひっと〠はふぴばふぴ〠びどのっづ〠〲〰〲〳〬〠ちぬはのでびどつづ〠ち〠びぴひはので〠でづはでひちばとどっちぬ〠っはのっづのぴひちぴどはの〠どの〠ぅふひはばづ〠ちのつ〠ぎはひぴと〠ぁねづひどっち〬〠ぷどぴと〠ぬどねどぴづつ〠ひづばひづびづのぴちぴどはの〠てひはね〠ぴとづ〠ぇぬはぢちぬ〠こはふぴと〮〠ごとづ〠ひづびふぬぴび〠どつづのぴどてべ〠びどへ〠にづべ〠ぴとづねちぴどっ〠ちひづちび〺〠ちふぴはねちぴどはの〠はて〠のづぷび〠ばひはつふっぴどはの〬〠ちぬではひどぴとねどっ〠ばづひびはのちぬどぺちぴどはの〬〠のづぷびひははね〠どのぴづでひちぴどはの〬〠づぴとどっちぬ〠ちのつ〠ひづでふぬちぴはひべ〠っとちぬぬづのでづび〬〠つどびどのてはひねちぴどはの〬〠ちのつ〠なはふひのちぬどびね〠づつふっちぴどはの〮〠ぁっひはびび〠ぴとづびづ〠ぴとづねづび〬〠ぴとづ〠てどのつどのでび〠ひづぶづちぬ〠ち〠びとどてぴ〠てひはね〠ち〠ばひづつはねどのちのぴぬべ〠ぴづっとのはっづのぴひどっ〠ばづひびばづっぴどぶづ〠ぴはぷちひつ〠ち〠っはねばづぴづのっべ〭ぢちびづつ〠ちばばひはちっと〬〠ぷどぴと〠どのっひづちびどので〠ちぴぴづのぴどはの〠ぴは〠ねづつどち〠ぬどぴづひちっべ〮〠しとどぬづ〠ぁぉ〠どび〠ちびびはっどちぴづつ〠ぷどぴと〠づててどっどづのっべ〠ちのつ〠どののはぶちぴどはの〬〠ぴとづ〠ぬどぴづひちぴふひづ〠っはのびどびぴづのぴぬべ〠とどでとぬどでとぴび〠っはのっづひのび〠ひづぬちぴづつ〠ぴは〠ぴひちのびばちひづのっべ〬〠ぢどちび〬〠づつどぴはひどちぬ〠ちっっはふのぴちぢどぬどぴべ〬〠ちのつ〠ぴとづ〠ぴひちのびてはひねちぴどはの〠はて〠ばひはてづびびどはのちぬ〠ひはぬづび〬〠ちび〠ぷづぬぬ〠ちび〠ひどびにび〠ぬどのにづつ〠ぴは〠ねどびどのてはひねちぴどはの〠ちのつ〠つづっぬどのどので〠ばふぢぬどっ〠ぴひふびぴ〮〠ぉねばはひぴちのぴぬべ〬〠ぴとづ〠ひづぶどづぷ〠びとはぷび〠ぴとちぴ〠ねづつどち〠ぬどぴづひちっべ—ばちひぴどっふぬちひぬべ〠ぁぉ〠ぬどぴづひちっべ—づねづひでづび〠ちび〠ち〠ぴひちのびぶづひびちぬ〠つどねづのびどはの〬〠づねばとちびどぺどので〠ぴとづ〠のづづつ〠てはひ〠っはねばづぴづのっどづび〠ぴとちぴ〠づのちぢぬづ〠なはふひのちぬどびぴび〠ちのつ〠ちふつどづのっづび〠ぴは〠っひどぴどっちぬぬべ〠ふのつづひびぴちのつ〬〠づぶちぬふちぴづ〬〠ちのつ〠づのでちでづ〠ぷどぴと〠ちぬではひどぴとねどっ〠びべびぴづねび〮〠ごとづ〠びぴふつべ〠ちぬびは〠どつづのぴどてどづび〠にづべ〠でちばび〬〠どのっぬふつどので〠ぬどねどぴづつ〠ぬはのでどぴふつどのちぬ〠ひづびづちひっと〬〠びっちひっづ〠ちふつどづのっづ〭っづのぴづひづつ〠ちばばひはちっとづび〬〠どのびふててどっどづのぴ〠どのぴづひつどびっどばぬどのちひべ〠っはぬぬちぢはひちぴどはの〬〠ちのつ〠ばづひびどびぴづのぴ〠つづてどっどづのっどづび〠どの〠ぁぉ〭ひづぬちぴづつ〠ぴひちどのどので〮〠あべ〠てはひづでひはふのつどので〠ぬどぴづひちっべ〠ちび〠ち〠っづのぴひちぬ〠ちのちぬべぴどっちぬ〠つどねづのびどはの〬〠ぴとどび〠ちひぴどっぬづ〠ちつぶちのっづび〠ち〠ねはひづ〠とはぬどびぴどっ〠ふのつづひびぴちのつどので〠はて〠ぁぉ〠どの〠なはふひのちぬどびね〠ちのつ〠っはのぴひどぢふぴづび〠ぴは〠ぴとづ〠つづぶづぬはばねづのぴ〠はて〠ち〠でぬはぢちぬぬべ〠どのっぬふびどぶづ〠ちのつ〠っはねばづぴづのっべ〭はひどづのぴづつ〠ひづびづちひっと〠ちでづのつち〮 Keywords: ちひぴどてどっどちぬ〠どのぴづぬぬどでづのっづ〻〠なはふひのちぬどびね〻〠びべびぴづねちぴどっ〠ぬどぴづひちぴふひづ〠ひづぶどづぷ〻〠ねづつどち〠ぬどぴづひちっべ〻〠つどびどのてはひねちぴどはの〻〠のづぷびひははね Creator: LaTeX with hyperref Producer: GPL Ghostscript 9.55.0 CreationDate: Mon Jul 27 01:37:26 CEST 2026 ModDate: Mon Jul 27 01:37:26 CEST 2026 ID: 0xd21f7fba856795a6b85478a9a7422f9c, 0xd21f7fba856795a6b85478a9a7422f9c Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/png ImageWidth: 3018 ImageHeight: 650 ColorSpace: black is zero BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: image/png ImageWidth: 3018 ImageHeight: 650 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: image/png ImageWidth: 60 ImageHeight: 60 ColorSpace: black is zero BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Image: NisoImageMetadata: FormatName: image/png ImageWidth: 60 ImageHeight: 60 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in Journalism: A Systematic Review of Media Literacy, Competencies, and Algorithmic EngagementSantiago Tejedor, Laura Cervi, Beatriz Villarejo-Carballido and José Juan VerónArtificial Intelligence (AI) is redefining journalism, transforming news production, distribution, and consumption. Despite the growing adoption of AI in newsrooms, academic research remains fragmented and lacks a comprehensive overview of global trends, particularly regarding its implications for media literacy and disinformation. This article addresses this gap through a systematic literature review of publications on AI in journalism between 2020 and 2024, based on Scopus and Web of Science. The analysis shows a significant increase in research output since 2023, alongside a strong geographical concentration in Europe and North America, with limited representation from the Global South. The results identify six key thematic areas: automation of news production, algorithmic personalization, newsroom integration, ethical and regulatory challenges, disinformation, and journalism education. Across these themes, the findings reveal a shift from a predominantly technocentric perspective toward a competency-based approach, with increasing attention to media literacy. While AI is associated with efficiency and innovation, the literature consistently highlights concerns related to transparency, bias, editorial accountability, and the transformation of professional roles, as well as risks linked to misinformation and declining public trust. Importantly, the review shows that media literacy�particularly AI literacy�emerges as a transversal dimension, emphasizing the need for competencies that enable journalists and audiences to critically understand, evaluate, and engage with algorithmic systems. The study also identifies key gaps, including limited longitudinal research, scarce audience-centered approaches, insufficient interdisciplinary collaboration, and persistent deficiencies in AI-related training. By foregrounding literacy as a central analytical dimension, this article advances a more holistic understanding of AI in journalism and contributes to the development of a globally inclusive and competency-oriented research agenda. 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