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                "en": "The dataset consists of interviews on community musicians' work in Finnish health care settings. The interviews were conducted with community musicians, health care professionals, patients, people close to the patients, and other professionals in the cultural field. The data were collected as part of the ArtsEqual project funded by the Academy of Finland's Strategic Research Council (ID: 314223/2017). Additional funding was received from various private foundations, such as the Oskar Öflund Foundation, Paulo Foundation, Signe and Ane Gyllenberg Foundation, and Alfred Kordelin Foundation. The interviews examined, among other topics, the significance of the work of community musicians in health care settings such as hospitals and interactions between people through music. Patients and health care professionals were asked about their views and experiences on music performances in a hospital environment and the significance of community musicians in that setting. The musicians were asked to describe their work in a hospital environment, how they had taken up this line of work, and their views on the future of music in health care settings. Other professionals in the cultural field were asked about projects related to community music and the organisation of community music activities. Main themes in the interviews included descriptions of community music activities, multi-professional cooperation, the interviewees' own relationship with music, and interactions between people through music and arts. Background information included the interviewee's gender, age group, occupation, workplace, and region of residence. The data were organised into an easy to use HTML version at FSD. The dataset is only available in Finnish.",
                "fi": "Aineiston teemana on yhteisömuusikoiden työ sairaalaympäristössä. Aineisto koostuu yhteisömuusikoiden, sairaalan työntekijöiden, potilaiden ja heidän läheistensä sekä muiden kulttuurialan ammattilaisten haastatteluista. Tutkimuksessa on oltu kiinnostuneita muun muassa sairaalamuusikoiden työn merkityksestä sekä ihmisten välisestä musiikillisesta vuorovaikutuksesta. Aineistonkeruu on tehty osana Suomen Akatemian strategisen tutkimuksen neuvoston rahoittamaa ArtsEqual-hanketta (hankenumero 314223/2017). Lisäksi tämä osatutkimus on saanut rahoitusta lukuisilta yksityisiltä säätiöiltä, joita ovat esimerkiksi Oskar Öflundin säätiö, Paulon säätiö, Signe ja Ane Gyllenbergin säätiö ja Alfred Kordelinin säätiö. Haastatteluissa kartoitettiin sairaalamuusikon ammatillista työnkuvaa ja sairaalamusiikin merkitystä. Potilailta ja sairaalan henkilökunnalta kysyttiin ajatuksia musiikkihetkistä sekä kokemuksia sairaalamuusikon työn merkityksestä. Sairaalamuusikoita puolestaan pyydettiin kertomaan heidän työnkuvastansa, toiminnan muotoutumisesta, työn tulevaisuuden näkymistä sekä omista kokemuksista liittyen musiikin merkitykseen sairaalaympäristössä. Muilta kulttuurialan ammattilaisilta tiedusteltiin esimerkiksi yhteisömusiikkiin liittyvistä hankkeista sekä toiminnan muotoutumisesta. Keskeisiä aiheita haastatteluissa ovat yhteisömusiikkitoiminnan kuvaus, moniammatillinen yhteistyö, oma musiikkisuhde sekä ihmisten välinen musiikillinen ja taiteellinen vuorovaikutus. Taustatietona kysyttiin sukupuolta, ikäryhmää, ammattia, työpaikkaa sekä asuinpaikkaa. Aineistosta on tehty jatkokäyttäjälle html-versio, jonka hakemiston avulla haastatteluja on helppo selata."
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            "bibliographic_citation": "Aho, Timo. <i>Hybridization of Working-Class Masculinities in Knowledge-Intensive Manufacturing Work: Ethnographic Research Data (2023)</i>. V. 7.5.2025. University of Jyväskylä.",
            "cumulative_state": 0,
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            "description": {
                "en": "The dataset was collected as part of the research project Hybridization of Working-Class Masculinities in Knowledge-Intensive Manufacturing Work, which examines how working-class masculinity is constructed within the context of flexible and demand-driven industrial production.\r\n\r\nThe qualitative dataset consists of three interconnected parts:\r\n\r\n1) Semi-structured interviews with production managers and supervisors (n=7) focusing on production management, organizational values, and expectations directed at employees;\r\n\r\n2) Ethnographic observations of everyday work practices and production processes in several production teams and workstations over a four-month period; and\r\n\r\n3) Ethnographic interviews with male and female assemblers (n≈20–25) discussing experiential and gendered meanings of work as well as workers’ views on their future in the company.\r\n\r\nThe data illuminate the transformation of industrial work, the increasing demands for flexibility, and the cultural conditions of masculinity in a global, demand-driven manufacturing environment. The data were collected in Finland from a subsidiary of an international industrial corporation.\r\n\r\nThe dataset contains confidential information about production methods, process development, and future technological innovations, as well as identifiable information about individual employees and work communities. For these ethical and legal reasons, the dataset cannot be anonymized or published. Only its metadata are openly available through the JYX repository.\r\n\r\nThe dataset is stored at the University of Jyväskylä.",
                "fi": "Aineisto on tuotettu osana tutkimushanketta Työväenluokkaisen mieheyden hybridisoituminen tietoistuvassa koneteollisuustyössä, jossa tarkastellaan työväenluokkaisen mieheyden rakentumista joustavan ja kysyntäohjautuvan teollisuustyön kontekstissa.\r\n\r\nAineisto on laadullinen haastattelu- ja havainnointiaineisto, joka koostuu kolmesta toisiinsa kietoutuvasta osa-aineistosta:\r\n\r\n1. Työnjohdon ja asiantuntijoiden puolistrukturoidut teemahaastattelut (n=6), joissa käsitellään tuotannon johtamista, tuotantomenetelmiä, yrityksen toimintaperiaatteita ja arvoja. Osa-aineiston avulla tarkastellaan, millaisia odotuksia ja vaatimuksia organisaatio asettaa työntekijöille ja millaista on “hyvä työntekijyys” nykypäivän teollisuudessa.\r\n\r\n2. Työn käytäntöjen ja tuotantoprosessien etnografinen havainnointi yrityksen tuotantotiloissa. Havainnointia tehtiin yhden–kolmen päivän jaksoissa neljän kuukauden ajanjaksolla useissa tuotantosoluissa ja työpisteissä. Havainnot kirjattiin kenttämuistiinpanoiksi ja puhtaaksikirjoitettiin välittömästi kunkin jakson jälkeen. Aineisto sisältää yksityiskohtaista kuvailua työympäristöstä, työvaiheista sekä niihin osallistuvien ihmisten, työkalujen, komponenttien, teknologioiden ja tilojen välisistä suhteista. Lisäksi aineisto sisältää työntekijöiden tulkintoja ja havaintoja omasta työstään.\r\n\r\n3. Asentajamiesten ja -naisten etnografiset haastattelut (n=25), joissa tarkastellaan työnteon kokemuksellisia ja sukupuolistuneita merkityksiä sekä työntekijöiden suhdetta kollegoihin ja yrityksen toimintakulttuuriin. Haastatteluissa reflektoinnin pohjana toimii havainnointimateriaali. Lisäksi keskustellaan työntekijöiden työhistoriasta, tulevaisuudensuunnitelmista ja näkemyksistä työn muutoksesta.\r\n\r\nKokonaisuudessaan aineisto valaisee teollisuustyön muutosta, siihen liittyviä joustavuusvaatimuksia sekä mieheyden kulttuurisia ehtoja kiristyvässä, kysyntäohjautuvassa globaalissa kilpailuympäristössä. Aineisto on kerätty suomalaisessa teollisuusympäristössä toimivasta yrityksestä, joka on osa kansainvälistä konsernia.\r\n\r\nAineisto sisältää yrityksen sisäisiä tietoja tuotantomenetelmistä, prosessien kehittämisestä ja tulevaisuuden teknologisista innovaatioista, joita ei voida julkaista. Lisäksi se sisältää tunnistettavaa tietoa yksittäisistä työntekijöistä ja työyhteisöistä, eikä sitä voida anonymisoida mielekkäästi ilman olennaisen tutkimuksellisen kontekstin katoamista. Tästä syystä aineisto säilytetään suljettuna, ja ainoastaan sen metatiedot ovat avoimesti saatavilla JYX-repositoriossa.\r\n\r\nAineisto säilytetään Jyväskylän yliopistossa."
            },
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            "issued": "2025-10-22",
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                "en": "The survey studied gambling behaviour and problem gambling in Finland. The study was conducted by the state-owned gambling monopoly company Veikkaus Oy to provide up-to-date information on gambling habits and the extent of problems caused by gambling. Many questions used in the survey were based on the South Oaks Gambling Screen (SOGS-R), with some adaptations to Finnish circumstances. First, the respondents were asked whether they had ever gambled, whether they had gambled in the past 12 months and whether they had used Veikkaus or foreign gambling company games. Those who had gambled on foreign websites were asked which service providers they had used and why they had used foreign ones. Next questions charted how often the respondents did certain types of gambling (lottery, online poker, slot machines, gambling onsite in casinos, scratch cards etc.) Problems caused by gambling during the past 12 months were investigated by asking how much money the respondents usually spent on gambling a week, how often they went back another day to win back money lost, claimed to others to be winning money when were in fact losing, or gambled more than they had intended. Other questions explored whether the respondents had felt guilty when gambling, had wanted to stop gambling but hadn't thought they could, had hidden betting slips, documents related to debts and other signs of gambling from important people in their life. Financial consequences were studied with questions focusing on arguments with others over the way the respondents handled money, had these arguments been centered on gambling, had the respondents borrowed money from someone and not paid back because of gambling, had they taken time from work or study to gamble, and had they borrowed or acquired money to gamble or pay gambling debts and from whom or where. Finally, the respondents were asked which types of gambling they felt might cause them problems in managing their gambling. Background variables included the respondent's gender, age group, education level, average monthly income, socio-economic status, degree of urbanisation of the municipality of residence, region (NUTS3) and major region.",
                "fi": "Aineistossa selvitetään 15-74-vuotiaiden suomalaisten rahapelaamista ja ongelmapelaamisen laajuutta, sekä niihin liittyviä tekijöitä. Kyselyn on toteuttanut Veikkaus Oy pyrkimyksenään tuottaa ajantasaista tietoa rahapelaamisen tuottamien terveyshaittojen laajuudesta, sekä arvioida suunnittelemiensa vastuullisuustoimien vaikuttavuutta. Aluksi kysyttiin, olivatko vastaajat pelanneet elämänsä aikana jotain rahapeliä. Myöntävästi vastanneilta kysyttiin, olivatko he pelanneet jotain rahapeliä viimeisen 12 kuukauden aikana. Tämän jälkeen kartoitettiin, pelattiinko rahapelejä internetissä, ja pelattiinko kotimaisten vai ulkoimaisten palveluntarjoajien pelejä. Lisäksi tiedusteltiin syitä ulkomaisten rahapelien pelaamiseen. Seuraavaksi kysyttiin, kuinka usein erilaisia rahapelejä, kuten nettipokeria, arvontapelejä ja vedonlyöntipelejä pelattiin, ja pyydettiin arvioimaan kuinka paljon rahaa rahapeleihin käytettiin keskimäärin yhden viikon aikana. Kyselyn loppuosa käsitteli vastaajien suhdetta rahapelaamiseen. Kartoitettiin, kuinka usein hävittyjä rahoja yritettiin voittaa takaisin, ja oliko omasta menestyksestä rahapelaamisessa valehdeltu muille ihmisille. Lisäksi kysyttiin, oliko pelejä pelattu enemmän kuin oli alkuperin ollut aikomus, ja oliko pelaaminen aiheuttanut syyllisyydentunteita. Kysyttiin myös, oliko rahapelaamiseen liittynyt lopettamisen vaikeutta, poissaoloja töistä tai opiskelusta, pelaamisen piilottelua läheisiltä, tai kiistelyä rahankäytöstä läheisten kanssa. Rahankäyttöön liittyen kysyttiin myös, oltiinko rahapelien pelaamista varten lainattu rahaa läheisiltä, pankilta tai muilta luottolaitoksilta, myyty omaa tai perheen omaisuutta tai otettu pikavippejä. Lisäksi kysyttiin, koettiinko oma rahapelaaminen ongelmalliseksi, ja oliko kukaan ulkopuolinen puuttunut pelaamiseen. Lopuksi pyydettiin kertomaan, millaisten pelien pelaamisen koettiin aiheuttavan ongelmia pelaamisen hallinnan kanssa. Tutkimuksessa on käytetty Suomen oloihin sovitettua, ongelmapelaamista kuvaavaa South Oaks Gambling Screen (SOGS-R)-mittaria. Taustamuuttujina aineistossa ovat ikäryhmä, sukupuoli, tilastollinen kuntaryhmä, maakunta, suuralue, koulutusaste, pääasiallinen toiminta ja keskimääräiset kuukausitulot."
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            "bibliographic_citation": "Mannonen, Joonas; Hooshyar, Danial; Urrutia, Felipe; Hämäläinen, Raija; Araya, Roberto; Lehesvuori, Sami. <i>Dataset of \"The concept of competence in educational research: a knowledge map of main research traditions and topics\"</i>. University of Jyväskylä.",
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                "en": "This dataset includes data files and supplementary files related to the review study \"The concept of competence in educational research: a knowledge map of main research traditions and topics\". It consists of the following documents.\r\n\r\nSupplementary file 1: Search process. This text document outlines a) our general search strategy, presented in table format, b) the search query we used to retrieve 62 systematic competence reviews from Scopus, c) the search terms employed by those systematic reviews, presented in table format, and d) the search terms we included in our own query, presented in table format. \r\n\r\nSupplementary file 2: Retrieved documents. This data file lists the 135,298 documents retrieved through the search, along with their corresponding bibliometric information.\r\n\r\nSupplementary Files 3a-b: VOSviewer map and network files (csv), generated using VOSviewer software, contain results from the direct citation network analysis. Using these files with VOSviewer, our direct citation network graph can be reconstructed in an interactive form.\r\n\r\nSupplementary File 3c: DCNA cleaned map file (xlsx) provides a list of documents by cluster (research tradition), along with their bibliometric details and related statistics calculated by VOSviewer. With this file, the data can be easily read, filtered and sorted. When we refer to the extensive library of further reading in the article, we are referring to this file.\r\n\r\nSupplementary file 4: Yearly number of documents in the main traditions of competence research (jpg/png). \r\nThis supplementary figure illustrates the historical development in the number of documents within each research tradition. It was used to support the writing of the Results section.\r\n\r\nSupplementary file 5: Data preprocessing algorithm (term co-occurrence analysis). \r\nConducting the term co-occurrence analysis separately for each research tradition presented a key challenge: VOSviewer only accepts files that strictly follow the format of standard database export files. Therefore, we needed to create a separate file for each research tradition, containing all documents assigned to that tradition and formatted to match the structure of a Scopus export file. \r\n\r\nWe addressed this by developing a custom Python code that first extracted cluster assignments from the direct citation network analysis (Supplementary Files 3a-c). It then processed the full dataset (Supplementary File 2), assigning each row to cluster 1, 2, 3, 4, or none, based on matches in DOI, author name, and document title.\r\n\r\nSupplementary files 6a-l: VOSviewer results files (term co-occurrence analysis). These files are similar to Supplementary Files 3a–c, but pertain to the term co-occurrence analysis instead. For each research tradition, there are three corresponding files: map files, network files, and cleaned map files. \r\n\r\nThe map files (csv) and network files (csv), generated using VOSviewer software, contain results from the term co-occurrence analysis. Using these files with VOSviewer, our term co-occurrence graphs can be recreated in an interactive form. \r\n\r\nThe cleaned map files (xlsx) contain the 500 most frequently occurring terms for each research tradition, along with related statistics calculated by VOSviewer. With these files, the data can be easily read, filtered and sorted."
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            "issued": "2025-10-21",
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                "en": "Dataset of \"The concept of competence in educational research: a knowledge map of main research traditions and topics\"",
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                            "en": "Finnish Youth Research Society. Finnish Youth Research Network"
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                            "en": "Tietoarkisto",
                            "fi": "Tietoarkisto",
                            "sv": "Tietoarkisto",
                            "und": "Tietoarkisto"
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                        "parent": {
                            "id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
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                                "en": "Tampere University",
                                "fi": "Tampereen yliopisto",
                                "sv": "Tammerfors universitet",
                                "und": "Tampereen yliopisto"
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            "description": {
                "en": "Themes of the Finnish Youth Survey 2017 included learning and education. Questions charted experiences of learning in and outside of school. First, the respondents' views on learning, life skills and education were examined with attitudinal statements concerning, for instance, the significance of general knowledge and practical life skills, the importance of receiving feedback, evaluating the trustworthiness of information sources, the impact of education on employment, and Swedish as an obligatory subject in school. The respondents were asked to estimate the extent to which they had learned different skills at school and outside of school, for example, general knowledge, language skills, creativity, internationality, tolerance, decision-making abilities, social skills, media skills, financial knowledge, and critical thinking skills. Additionally, the respondents' views on the significance of these same skills for faring well in life were charted. Next, the respondents were presented with attitudinal statements according to which they evaluated their own time in comprehensive school and whether school had been enjoyable, e.g. with regard to their social relations with teachers and other pupils. In addition, the respondents were asked to estimate the effect of different factors on employment (e.g. talent, persistence, family background, residential location, chance). They were also asked whether they participated in the activities of any organisation or civic movement that aimed to influence society. The respondents' sense of belonging to their school or work community as well as the Finnish society more generally was examined. Finally, they were asked how meaningful they considered their daily lives and to what extent they felt that their lives had a sense of management, what sort of effects a possible lack of money had caused in their lives, whether they trusted other people, and how satisfied they were with their relationships and their lives in general. Background variables included gender, age, municipality of residence (categorised), years R had lived in current municipality of residence, how many times R had moved or switched schools, mother tongue (categorised), type of residence, household composition, R's and parents' country of birth (categorised), year of moving to Finland, parents' educational level, and perceived financial situation of the household. Some background variables also asked detailed questions regarding, for instance, employment, studies, motivations for studying, and quitting studies.",
                "fi": "Nuorisobarometrin 2017 pääteemoja olivat osaaminen ja koulutus. Tutkimuksessa kartoitettiin myös nuorten kokemuksia oppimisesta koulun ulkopuolisissa oppimisympäristöissä, kuten vapaa-ajalla, harrastuksissa, nuorisotyössä ja työelämässä. Nuorten ajatuksia oppimisesta ja osaamisesta selvitettiin erilaisten väittämien avulla, kuten \"Laaja yleissivistys on itsessään arvokasta\". Myös kouluun ja koulutukseen liittyviä asenteita arvioitiin erilaisten väittämien, kuten \"Koulutus parantaa olennaisesti työnsaantimahdollisuuksia\", avulla. Vastaajia pyydettiin arvioimaan, kuinka paljon he kokevat oppineensa taitoja kuten yleissivistys, suvaitsevaisuus, päätöksentekokyky, sosiaaliset taidot, mediataidot sekä yhteiskunnallisen vaikuttamisen taidot niin kouluelämässä, kuin myös koulun ulkopuolella. Lisäksi vastaajilta kysyttiin, kuinka tärkeänä he pitävät näitä samoja taitoja elämässä pärjäämisen kannalta. Seuraavaksi vastaajat arvioivat omaa peruskouluaikaansa ja koulunkäynnin mielekkyyttä erilaisten väittämien avulla. Lisäksi vastaajia pyydettiin arvioimaan niin erilaisten tekijöiden, kuten lahjakkuuden tai sattuman, vaikutusta työnsaantiin, sekä yhteenkuuluvuuden tunnetta koulu- tai työyhteisöön sekä laajemmin suomalaiseen yhteiskuntaan. Lopuksi vastaajilta kysyttiin, kuinka merkityksellisenä he kokevat elämän tällä hetkellä sekä kuinka tyytyväisiä he ovat ihmissuhteisiinsa sekä nykyiseen elämään kaiken kaikkiaan kyselyhetkellä. Taustamuuttujina aineistossa ovat sukupuoli, ikä, kunta luokiteltuna, asumisvuodet nykyisessä asuinkunnassa, kuinka monta kertaa muuttanut tai vaihtanut koulua, äidinkieli luokiteltuna, asumis- ja perhemuoto, oma sekä vanhempien synnyinmaat luokiteltuna, vuosi jolloin muuttanut Suomeen, vanhempien koulutustasot sekä taloudellinen tilanne nyt, että peruskouluiässä. Lisäksi taustamuuttujissa kysyttiin lukuisia kysymyksiä niin työllisyydestä, palkkatyön laadusta, opinnoista, motivaatiotekijöistä opintojen taustalla sekä esimerkiksi opintojen keskeyttämisen syistä."
            },
            "field_of_science": [
                {
                    "id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Social sciences",
                        "fi": "YHTEISKUNTATIETEET",
                        "sv": "Samhällsvetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2019-04-04",
            "keyword": [
                "oppiminen",
                "koulutus",
                "työllistyminen",
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                "en": "This dataset originates from a two-day MEG study investigating the neural mechanisms of artificial orthography learning. The project aimed to examine how adult participants form and generalize novel letter–speech sound (LSS) associations and how these newly learned associations interact with higher-level linguistic and semantic processing. The dataset includes MEG recordings and behavioral data from 32 adult participants who learned associations between unfamiliar Georgian letters and familiar Finnish phonemes through structured audiovisual training. Participants completed multiple tasks across two consecutive days: audiovisual learning of letter–sound pairs (AV_Learn), a generalization test with novel syllables (Syllable_Test), a LSS test task involving newly learned and native LSS pairs (AV_Test), and a semantic learning task linking syllables to pictorial meanings (Semantic_Learn). Resting-state MEG data and standardized cognitive assessments were also collected on both days. The dataset consists of raw and preprocessed MEG recordings, cognitive test scores, behavioral performance of the MEG tasks, stimulus files and experimental presentation scripts.\r\nParticipants: A total of 36 participants were recruited through email lists and posters. Data from four participants were not collected due to cancellations. The remaining 32 participants (22 females; 2 left-handed; 2 ambidextrous; mean age = 24.22 years, SD = 3.43 years; age range = 19–36 years) were included in the dataset.\r\n\r\nMain Experiments: 1. Audiovisual Learning Experiment (AV_Learn)\r\nParticipants learned to associate novel visual symbols (Georgian letters) with Finnish phonemes through a structured training paradigm over two consecutive days. On Day 1, participants completed 12 training and testing blocks, and on Day 2, they completed 6 training and testing blocks.\r\nThe auditory and visual stimuli consisted of 12 Georgian letters and 12 Finnish phonemes, divided into two sets. For participants with odd ID numbers, Set 1 served as the Learnable (LB) set and Set 2 as the Control (CT) set. For participants with even ID numbers, the assignment was reversed.\r\nSet 1 included the following pairs: ჸ, ჵ, ჹ, უ, დ, ჱ → a, ä, e, t, s, k.\r\nSet 2 included the following pairs: ც, ჴ, ნ, ფ, ღ, წ → o, ö, i, p, v, d.\r\n2. Syllable Matching Experiment (Syllable_Test)\r\nThis experiment tested whether participants could generalize the newly learned letter–speech sound (LSS) mappings to decode and match novel two-letter consonant–vowel (CV) syllables. (Analysis ongoing.)\r\n3. Letter–Sound Matching Experiment (AV_Test)\r\nThis experiment compared the neural processing of newly learned LSS pairs with overlearned native Finnish LSS pairs.\r\n4. Semantic Learning Experiment (Semantic_Learn)\r\nIn this task, participants learned to associate novel two-letter Georgian syllables with pictorial meanings. (Analysis ongoing.)\r\nProcedure: On Day 1, participants first completed cognitive tests (Part 1; approximately 30 minutes), followed by a 5-minute resting-state recording (eyes open 2.5 minutes + eyes closed 2.5 minutes). They then performed the AV_Learn task (12 blocks) and the Syllable_Test task (8 blocks).\r\nOn Day 2, participants first completed cognitive tests (Part 2; approximately 30 minutes) and a 5-minute resting-state recording (eyes open 2.5 minutes + eyes closed 2.5 minutes). They then performed the AV_Learn task (6 blocks), the AV Test task (6 blocks), and the Semantic_Learn task (12 blocks)."
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