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Haastattelujen ajankohdan vuoksi useissa haastattelussa sivutaan COVID-19 rajoitusten vaikutuksia ikääntyneiden elämään ja heille tarjottaviin palveluihin. Asiakas- ja palveluohjaajien ryhmähaastatteluissa käsitellään asiakkaaksi tulon syitä, tyypillistä palveluprosessia sekä neuvontaa ja ohjausta. Lisäksi keskustellaan palvelutarpeen arvioinnista, arvioinnin jälkeisistä toimenpiteistä ja palvelutarpeisiin vastaamisen haasteista. Keskusteluja käydään myös erityisen tuen tarpeiden tunnistamisesta ja yhteistyöstä eri palvelutarjoajien kanssa. Kolmannen sektorin työntekijöiden ryhmähaastatteluissa kysytään, millaisia palveluja organisaatio tarjoaa ikääntyneille ja millaisessa tilanteessa ikääntyneet hakeutuvat näihin palveluihin. Lisäksi käsitellään ikääntyneiden haasteita, kuten taloudellisia ongelmia, sekä heidän voimavarojaan. Haastatteluissa keskustellaan myös vapaaehtoisten kouluttamisesta ja ikääntyneiden ohjaamisesta muihin palveluihin sekä yhteistyöstä alueen sosiaalipalveluiden kanssa. Asiakasohjauksen sosiaalityöntekijöiden ryhmähaastatteluissa kysytään onnistuneista ja haasteellisista asiakassuhteista ja pohditaan luottamusta ja osapuolten valtaa asiakassuhteessa. Lisäksi haastatteluissa keskustellaan siitä, miten asiakkaan motivaatio tai asenne vaikuttaa asiakassuhteeseen ja miten työntekijä voi vaikuttaa näihin tekijöihin. Haastatteluissa keskustellaan myös siitä, miten toimitaan, jos asiakas ei itse koe tai ymmärrä olevansa tuen tarpeessa, mutta työntekijä näkee tuen tarpeen ilmeisenä. Diakoniatyöntekijöiden ryhmähaastatteluissa käsitellään osallistujien omaa diakoniatyötaustaa ja heidän seurakuntiensa diakoniatyön vastuualueita. Osallistujat kertovat, miten ikääntyneet tulevat diakoniatyön piiriin ja millaisista syistä. He kuvaavat erilaisia haasteellisia asiakastilanteita ja arvioivat diakoniatyön vaikutusmahdollisuuksia vastata ikääntyneiden tuen tarpeisiin. Haastatteluissa käsitellään myös yhteistyötä muiden palveluntarjoajien kanssa. Etsivän vanhustyön ryhmähaastatteluissa käsitellään työn tunnusomaisia piirteitä ja tapoja tavoittaa asiakkaat. Haastatteluissa keskustellaan ikääntyneiden asiakkaiden tuen tarpeiden syistä, kuten yksinäisyydestä, eristäytymisestä ja verkostojen puutteesta. Haastatteluissa käydään keskusteluja etsivän vanhustyön toimintatavoista ja sen merkityksestä osana ikääntyvien palveluita. Gerontologisen sosiaalityöntekijöiden ryhmähaastatteluissa selvitetään, millä tavoin ja millaisista syistä asiakkaat tulevat palveluohjauksen piiriin. Osallistujat kuvaavat asiakasohjausprosessin sisällön ja palvelutarpeen selvittämisen käytännöt. Haastateltavilta kysytään, millaisissa tilanteissa tarvitaan sosiaalityöntekijän asiantuntemusta ja esimerkkejä näistä tilanteista. Lisäksi käsitellään erityisen tuen tarpeen tunnistamista ja yhteistyöstä ikäihmisten palveluita tuottavien kanssa. Sosiaalipäivystyksen ja toimeentulotuen työntekijöiden ryhmähaastatteluissa keskustellaan ikääntyneiden ohjautumisesta asiakkaiksi ja heidän palvelutarpeensa arvioinnista. Osallistujat käyvät läpi myös työn haasteita, asiakkaiden erityisen tuen tarpeita ja niiden tunnistamista. Lopuksi keskustellaan yhteistyöstä gerontologisen sosiaalityön kanssa. Diakoniatyön ja gerontologisen sosiaalityön asiakkaiden yksilöhaastatteluissa käydään läpi haastateltavien elämäntilannetta, arkipäivää, asuinympäristöä, kodin olosuhteita ja perhesuhteita. Haastateltavat kertovat elämänhistoriastaan, tekemästään työstä, nykyisistä huolista ja ongelmista. Heiltä kysytään, miten kokevat avun hakemisen ja saamisen onnistuneen ja he kertovat myös ajatuksia tulevaisuudestaan. Yksilöhaastatteluissa taustatietoina ovat asiakasryhmä, ikä, sukupuoli ja aluetieto. Ryhmähaastatteluissa taustatietoina ovat haastateltavien edustama ammatti- tai asiantuntijaryhmä, ajankohta ja haastatteluun osallistuneiden määrä ja sukupuoli.","en":"The data includes 30 group interviews and 19 individual interviews conducted in the Gerontological social work responding to complex needs of older adults (GERIT) research project. Due to the timing of the interviews, several of the interviews discuss the impact of COVID-19 restrictions on the lives of older people and the services provided to them. Group interviews with client and service advisors cover the reasons for becoming a client, the typical service process, and counselling and guidance. They also discuss service needs assessments, post-assessment interventions and the challenges of meeting service needs. Discussions also cover the identification of specific support needs and cooperation with different service providers. The group interviews with third sector workers ask what kind of services the organisation offers to older people and in what situation older people seek these services. They also discuss the challenges faced by older people, such as financial problems, and their resources. The interviews also discuss training of volunteers and referral of older people to other services, as well as cooperation with social services in the area. The group interviews with social workers in client counselling ask about successful and challenging client relationships and reflect on trust and the authority of the parties in a client relationship. The interviews also discuss how the client's motivation or attitude affects the relationship and how the worker can influence these factors. The interviews also discuss how to act if the client does not perceive or understand that they need support, but the worker sees an obvious need for support. The group interviews with diaconal workers focus on the participants' own diaconal work backgrounds and the diaconal responsibilities of their churches. Participants describe how and why older people come to the diaconal work. They also describe different types of challenging client situations and assess the impact of diaconal work in responding to the support needs of older people. The interviews also cover cooperation with other service providers. The group interviews in outreach work with older people focus on the characteristics of the work and ways of reaching clients. The interviews discuss the reasons for older clients' support needs, such as loneliness, isolation and lack of networks. The interviews include discussions on the practices of outreach work for older people and its relevance as part of services for older people. The group interviews with gerontological social workers explore the ways in which and the reasons why clients come to the service counselling. Participants describe the content of the client counselling process and the practices used to identify service needs. Interviewees are asked about the situations in which the expertise of a social worker is needed and examples of these situations. The identification of specific support needs and cooperation with providers of services for older people are also discussed. Group interviews with social welfare and income support workers discuss the referral of older people as clients and the assessment of their service needs. Participants also discuss the challenges of the work, the specific support needs of clients and how to identify them. Finally, cooperation with gerontological social work is discussed. The individual interviews with clients of diaconal work and gerontological social work go through the life situation, everyday life, living environment, home conditions and family relationships of the interviewees. The interviewees talk about their life history, the work they have done, their current concerns and problems. They are asked how they feel they have been able to seek and receive help, and they also share their thoughts about the future. In the individual interviews, the background information included client group, age, gender and regional data. For group interviews, background information included the professional or expert group represented by the interviewees, the time of the interview and the number and gender of the interviewees."},"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":"2025-01-23","keyword":["sosiaalityö","sosiaaliset ongelmat","sosiaalityöntekijät","sosiaalipalvelut","huoltosuhde","diakonia","ikääntyneet","vanhuspalvelut","palvelutarpeet","vanhustyö","asiakaslähtöisyys","tuen tarve","ohjaus (neuvonta ja opastus)","tukimuodot","asiakkuus","COVID-19","social work","social problems","social workers","social services","elderly","ageing","old age","care of the elderly","COVID-19","Ikääntyneet","Sosiaaliturvajärjestelmä","Sosiaalipalveluiden käyttö ja saatavuus","Elderly","Social welfare systems/structures","Specific social services: use and availability"],"language":[],"metadata_owner":{"id":"0eabdf3f-948e-43bf-84ab-fe7b6163faaf","organization":"service_fsd"},"other_identifiers":[{"notation":"https://doi.org/10.60686/t-fsd3862","identifier_type":{"id":"753e313e-2eb1-4f81-988c-d50e7a7cd7fb","url":"http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi","in_scheme":"http://uri.suomi.fi/codelist/fairdata/identifier_type","pref_label":{"en":"Digital Object Identifier (DOI)"}},"metax_ids":[]}],"persistent_identifier":"urn:nbn:fi:fsd:T-FSD3862","pid_generated_by_fairdata":false,"projects":[],"provenance":[{"id":"9973934c-e423-4371-93ac-d022ec7542c3","title":{"en":"Collection"},"description":{"en":"Contains the date(s) when the data were 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yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01901","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"ac64d16a-c846-4fb5-b263-0022c21913e9","roles":["creator"],"person":{"id":"229ef189-e3d9-4b30-bbf5-87d3908fd441","name":"Strandberg, Kim","external_identifier":"https://orcid.org/0000-0001-6357-5643"},"organization":{"id":"9b997a88-f4b0-4935-b04a-33ecaa4ecd39","pref_label":{"en":"Åbo Akademi University. 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Faculty of Social Sciences"}}},{"id":"e377a2a7-03b5-4fb2-a898-cf01f71c2b7f","roles":["publisher"],"organization":{"id":"24e34cd1-11fc-4777-985c-dbdd68b78c24","pref_label":{"en":"Tietoarkisto","fi":"Tietoarkisto","sv":"Tietoarkisto","und":"Tietoarkisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20","pref_label":{"en":"Tampere University","fi":"Tampereen yliopisto","sv":"Tammerfors universitet","und":"Tampereen yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10122","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-harvest-fsd","description":{"fi":"Eduskuntavaalitutkimus 2023 kartoittaa suomalaisten poliittista osallistumista, poliittisia asenteita, puolueiden kannatusta, ehdokas- ja puoluevalintoja sekä äänestysaktiivisuutta. Aineisto sisältää kysymyksiä myös kansalaisaloitteesta, Suomen tulevaisuuden näkymistä ja vaikuttamisen erilaisista tavoista. Yliotoksen ruotsinkielisestä väestöstä sisältävä aineisto on kerätty kolmella kyselylomakkeella, joista vastaajat vastasivat vain yhteen. Vaikka lomakkeet painottavat eri teemoja, on niiden välillä myös päällekkäisyyttä. Tiettyjä asioita - kuten äänestämistä vuoden 2023 eduskuntavaaleissa, puoluevalintaa ja luottamusta - kysyttiin jokaisella lomakkeella. Ensimmäinen lomake sisältää Suomen osuuden kansainvälisestä CSES-hankkeesta (6-moduuli). Survey-muuttuja sisältää tiedon, mihin lomakkeeseen vastaaja vastasi. Aineistonkeruun rahoitti oikeusministeriö. Ensimmäisen lomakkeen teemoina olivat poliittinen kiinnostus, mediaseuranta, tyytyväisyys poliittiseen järjestelmään, taloudellinen tilanne, puoluepreferenssit, poliittiset arvo-orientaatiot sekä puolueläheisyys. Tiedusteltiin, minkä verran vastaaja seurasi eduskuntavaaleja eri lähteistä, kuinka usein hän keskustelee politiikasta muiden ihmisten kanssa sekä viettää aikaa internetissä ja sosiaalisessa mediassa. Asenneväittämin kartoitettiin vastaajan mielipiteitä äänestämisestä, demokratiasta, päätöksenteosta ja puolueista. Tyytyväisyyttä poliittisen järjestelmään kartoitettiin kysymällä, kuinka paljon vastaaja luottaa eri tahoihin, kuten presidenttiin, puolueisiin, eduskuntaan, hallitukseen, oikeuslaitokseen ja tiedotusvälineisiin. Tiedusteltiin myös Marinin hallituksen onnistumisista. Lisäksi vastaajat arvioivat Suomen ja omaa taloudellista tilannetta viimeisten ja seuraavien 12 kuukauden aikana. Edelleen kysyttiin äänestämisestä eduskuntavaaleissa. Vastaajilta kysyttiin mielipiteitä suomalaisista puolueista ja niiden puheenjohtajista. Heitä pyydettiin myös asettamaan puolueet vasemmisto-oikeisto-akselille. Lisäksi vastaajat sijoittivat itsensä vasemmisto-oikeisto-akselille sekä arvoliberaali-arvokonservatiivi-asteikolle. Lisäksi kysyttiin demokratian toimivuudesta Suomessa sekä koronaviruspandemian vaikutuksista esimerkiksi Suomen yhtenäisyyteen. Toisella lomakkeella selvitettiin vastaajien poliittista kiinnostusta, mediaseurantaa, yhteiskunnallista ja poliittista osallistumista, luottamusta, ehdokas- ja puoluevalintaa, poliittista tietämystä sekä poliittisia arvoja ja asenteita. Tiedusteltiin, minkä verran vastaaja sai äänestyspäätöksen kannalta tärkeää tietoa eri lähteistä. Asenneväittämin kartoitettiin vastaajan näkemyksiä esimerkiksi politiikkaan osallistumisesta ja kansalaispätevyydestä. Vastaajat erittelivät yhteiskunnallisen osallistumisensa muotoja, esimerkiksi ovatko he allekirjoittaneet kansalaisaloitteen tai osallistuneet poliittisen puolueen tai muun yhteiskunnallisen järjestön toimintaan. Edelleen kysyttiin, voiko ihmisiin luottaa. Mikäli vastaaja ei äänestänyt vuoden 2023 eduskuntavaaleissa, häneltä kysyttiin tarkempia syitä päätökseen jättää äänestämättä. Vaaleissa äänestäneiltä kysyttiin tarkemmin mitä puoluetta ja ketä ehdokasta vastaaja äänesti. He kertoivat myös, mitkä asiat vaikuttivat ehdokkaan ja puolueen valintaan. Vastaajien poliittista tietotasoa mitattiin muutamalla kysymyksellä. Suomen tulevaisuuden suuntaa kartoitettiin asenneväittämillä esimerkiksi monikulttuurisuudesta, kristillisistä arvoista, ilmastonmuutoksen torjunnasta, valtion säätelystä ja verotuksesta. Kolmannen lomakkeen teemoina olivat poliittinen kiinnostus ja luottamus, poliittinen tietämys, arvo-orientaatiot, puolueläheisyys sekä poliittiset arvot ja asenteet. Vastaajat luettelivat kolme tärkeintä yhteiskunnallista ongelmaa, joita poliitikkojen tulisi hoitaa. Asenneväittämin kartoitettiin vastaajien näkemyksiä ajankohtaisista poliittisista kysymyksistä kuten Venäjän turvallisuuspoliittisesta uhasta, työehtojen paikallisesta sopimisesta, julkisten palveluiden leikkaamisesta ja metsähakkuista. Taustatietoja aineistossa ovat vastaajan syntymävuosi, sukupuoli, koulutusaste, siviilisääty, ammattiliittoon kuuluminen, puoluejäsenyys, elämäntilanne, ammatti ja ammattiryhmä, työskentelysektori, yhteiskuntaluokka, uskonnollisuus, uskonnolliseen yhteisöön kuuluminen, äidinkieli, kotikieli, syntymämaa (luokiteltu), asuinpaikkakuntatyyppi, vaalipiiri, kotitalouden yhteenlasketut vuositulot, kotitalouden henkilömäärä ja lasten määrä, puolison ammattiryhmä, äidin ja isän syntymämaa (luokiteltu) sekä vanhempien puoluekannatus.","en":"This survey focused on the 2023 parliamentary elections in Finland. Main themes included political participation, political attitudes, party allegiance, candidate and party choice, and voting behaviour. Further topics included citizens' initiative, different ways of having a say in matters, and future prospects of Finland. Swedish-speaking population is over-represented in the data. The data were collected after the elections through three questionnaires, with each respondent answering only one of them. Although the questionnaires focus on different themes, there is also overlap between them. Certain issues - such as voting in the 2023 parliamentary elections, party choice and trust - were asked in each questionnaire. The first questionnaire (quF3875_1) contains Finland's contribution to the international CSES study (module 6). Data collection was funded by the Ministry of Justice. The first questionnaire covered the respondents' interest in politics, attention paid to media coverage of the elections (including social media), satisfaction with the political system, economic situation, party preferences, political value orientations, discussions about politics with others, party identification and whether the respondents felt close to any party. The respondents' opinions on voting, democracy, decision-making and parties were surveyed. Satisfaction with the political system was charted by asking how much the respondent trusts various institutions, such as the president, political parties, parliament, government, the judiciary and the media. They were also asked about the successes of the cabinet led by prime minister Sanna Marin. The respondents' perceptions of their own financial situation and the Finnish economy were also charted. Further questions were asked about voting in the parliamentary elections. The respondents were asked about their opinions on Finnish parties and their chairs. They were also asked to place the parties on the left-right axis. In addition, the respondents placed themselves on the left-right axis and on the liberal-conservative scale. The respondents were asked about the functioning of democracy in Finland and the effects of the COVID-19 pandemic on, for example, Finland's unity. The second questionnaire charted the respondents' interest in politics, attention paid to media coverage of the elections (including social media), social and political participation, trust, candidate and party choice, political knowledge, and political values and attitudes. The sources from which the respondents got relevant information for their voting choice were examined (e.g. family or friends, newspapers, TV, social media). The respondent's views on issues such as participation in politics and civic competence were surveyed. The respondents specified the forms of their social participation, such as whether they signed any citizens' initiatives or participated in political party or other civic organization activities. They were also asked whether people could be trusted. Non-voters were asked why they had not voted. Those who voted in the elections were asked in more detail which party and which candidate the respondent voted for. Finland's future direction was charted with attitudinal statements concerning, for example, multiculturalism, Christian values, climate change, state regulation and taxation. The third questionnaire covered the respondents' interest in politics, trust, political knowledge, value orientations, political values and attitudes and whether the respondents felt close to any party. The respondents listed the three most important social problems that politicians should address. The respondents' opinions on current political issues such as the security threat from Russia, local agreement on terms and conditions of employment, cuts in public services and forest fellings were surveyd. Background variables included, among others, the respondent's year of birth, gender, education, marital status, trade union membership, political party membership, economic activity and occupational status, employer type, religiosity and religious attendance, mother tongue, type of municipality of residence, gross annual household income, number of people in the household, number of children, country of birth, parents' country of birth (categorised), and electoral district."},"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":"2024-07-05","keyword":["arvot","demokratia","eduskuntavaalit","ehdokkaat","internet","joukkoviestimet","kansanedustajat","luottamus","poliittinen osallistuminen","poliittiset asenteet","puolueiden 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To this end, the melting of hydrogen direct reduced iron pellets with 68 and 100% reduction degrees and Fe content of 67.24% was investigated in a laboratory-scale electric arc furnace. The presence of iron oxide-rich slag had a significant effect on the arc movement on the melt and an inhibiting effect on iron evaporation. The melting was monitored with video recording and optical emission spectroscopy. The videos were used to monitor the melting behavior, whereas optical emissions revealed iron, gangue elements, and hydrogen from the pellets radiating in the plasma. Furthermore, the flow of the melt is well seen in the videos, as well as the movement of slag droplets on the melt surface. After the experiments, the metal had silica-rich inclusions, whereas slag had mostly penetrated into the crucible. The most notable differences in melting behavior can be attributed to the iron oxide-rich slag, its interaction with the arc and penetration into the crucible, and how it affects the arc movement and heat transfer.</jats:p>\n                  <jats:p>\n                    <jats:bold>Graphical Abstract</jats:bold>\n                  </jats:p>","fi":"<jats:title>Abstract</jats:title>\n                  <jats:p>The transition toward environmentally friendly steelmaking using hydrogen direct reduced iron as feed material in electric arc furnaces will eventually require process adjustments due to changes in the pellet properties when compared to, e.g., blast furnace pellets. To this end, the melting of hydrogen direct reduced iron pellets with 68 and 100% reduction degrees and Fe content of 67.24% was investigated in a laboratory-scale electric arc furnace. The presence of iron oxide-rich slag had a significant effect on the arc movement on the melt and an inhibiting effect on iron evaporation. The melting was monitored with video recording and optical emission spectroscopy. The videos were used to monitor the melting behavior, whereas optical emissions revealed iron, gangue elements, and hydrogen from the pellets radiating in the plasma. Furthermore, the flow of the melt is well seen in the videos, as well as the movement of slag droplets on the melt surface. After the experiments, the metal had silica-rich inclusions, whereas slag had mostly penetrated into the crucible. The most notable differences in melting behavior can be attributed to the iron oxide-rich slag, its interaction with the arc and penetration into the crucible, and how it affects the arc movement and heat transfer.</jats:p>\n                  <jats:p>\n                    <jats:bold>Graphical Abstract</jats:bold>\n                  </jats:p>","und":"<jats:title>Abstract</jats:title>\n                  <jats:p>The transition toward environmentally friendly steelmaking using hydrogen direct reduced iron as feed material in electric arc furnaces will eventually require process adjustments due to changes in the pellet properties when compared to, e.g., blast furnace pellets. To this end, the melting of hydrogen direct reduced iron pellets with 68 and 100% reduction degrees and Fe content of 67.24% was investigated in a laboratory-scale electric arc furnace. The presence of iron oxide-rich slag had a significant effect on the arc movement on the melt and an inhibiting effect on iron evaporation. The melting was monitored with video recording and optical emission spectroscopy. The videos were used to monitor the melting behavior, whereas optical emissions revealed iron, gangue elements, and hydrogen from the pellets radiating in the plasma. Furthermore, the flow of the melt is well seen in the videos, as well as the movement of slag droplets on the melt surface. After the experiments, the metal had silica-rich inclusions, whereas slag had mostly penetrated into the crucible. 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Respondents were also asked whether they thought they would graduate. In addition, respondents were asked whether they had considered transferring to a vocational school or dropping out of studies. This was followed by questions about the matriculation exams, for example which subjects the respondent intended to take in the matriculation exams and what influenced these choices. Questions about the future included for example, whether they plan to continue their studies after upper secondary school and what disciplines they are interested in. They were also asked about the kind of things they would like to have in their future working life. In terms of well-being, the respondent's perceived state of health was asked and general statements about well-being were made. This was followed by questions on the respondents' sources of income, employment and housing. 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Aineisto on kerätty Tietoarkiston Penna-työkalulla ja sisältää 77 kirjoitusvastausta. Kirjoituskutsussa vastaajia pyydettiin kertomaan vapaamuotoisesti siitä, miten köyhyyttä koetaan sekä miten köyhyys ilmenee arjessa. Lisäksi vastaajia pyydettiin kertomaan, millaisia keinoja heillä on pärjätä arjessa köyhyyden kanssa. Kirjoituskutsussa oltiin myös kiinnostuneita siitä, millaisissa tilanteissa vastaajat huomaavat ja mieltävät itsensä köyhäksi. Vastaajia ohjeistettiin myös pohtimaan sitä, mitä köyhyys tarkoittaa itselleen ja miltä köyhyys tuntuu. Köyhyyden kokemuksen ei tarvinnut kirjoitusohjeiden mukaan liittyä välttämättä rahaan. Taustatietoina aineistossa ovat ikä, sukupuoli sekä asuinpaikkakunnan tyyppi. Aineistosta on tehty html-versio, jonka hakemiston avulla haastatteluja on helppo selata.","en":"The data consists of writings by young people aged 15-21, sharing their experiences of poverty in their everyday lives. The data was collected using FSD's Penna textual data collection tool and contains 77 responses. The writing guidelines directed participants to write a free-form account of how poverty is experienced and how poverty affects their everyday lives. Respondents were also asked to describe the ways in which they cope with poverty in their everyday lives. Moreover, respondents were asked to describe the situations in which they perceive themselves to be poor. Respondents were also instructed to reflect on what poverty means to them and what poverty feels like. According to the writing guidelines, the experience of poverty did not necessarily have to be related to money. Background information included age, gender and type of place of residence. The data were organized into an easy to use HTML version at FSD."},"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":"2023-09-01","keyword":["arki","köyhyys","elintaso","elinolot","toimeentulo","nuoret","huono-osaisuus","vähävaraisuus","pienituloiset","elämänlaatu","hyvinvointi","everyday life","poverty","standard of living","living conditions","adolescents","social disadvantage","low income","quality of life","well-being (society)","well-being (health)","Tulot, omaisuus ja investoinnit/säästäminen","Tasa-arvo, eriarvoisuus ja syrjäytyminen","Income, property and investment/saving","Equality, inequality and social 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Vuosien 2013–2018 aineistot koottiin projektin alkuvaiheessa, projektin aikana vuosien 2019–2020 aineistoja käytettiin projektin aikana mallien testaamiseen, ja vuosien 2021–2022 (lokakuuhun 2022 asti) aineistoja hyödynnettiin jatkokehityksessä. Aineisto sisältää yhteensä noin 73 000 otantaerää.\n\nAineiston keskeinen muuttuja on otantaerän (kuitupuunipun) tuoretiheys, joka määritetään saapumistilassa mitatun painon ja kiintotilavuuden suhteena (kg/m³). Valtaosassa tapauksista kiintotilavuus on määritetty upotuspunnituksella. Pienessä osassa aineistoa kiintotilavuus on mitattu pölkyittäin manuaalisella saksimittauksella.\n\nYhtiökohtaiset puutavaralajikoodit on muunnettu yhdenmukaiseksi puutavaralajimuuttujaksi (Mäk, Kuk, Kok, KukLaho, Haapak). Mittauspaikka on määritetty tehtaan sijaintikunnan mukaan, ja mittausajankohta vastaanottomittauksen päivämäärän perusteella. Puutavaran korjuu- ja alkuperätietojen perusteella on johdettu korjuuajankohta, varastointiaika (korjuu- ja mittausajankohdan erotus) sekä maantieteellistä alkuperää kuvaavat muuttujat (kunta, kuntanumero, maakunta, maakuntanumero sekä erillinen viiden suuralueen alueluokitus).\n\nVarastointijakson säämuuttujat perustuvat Ilmatieteen laitoksen hilamuotoiseen säähavaintoaineistoon. Jokaiselle kunnalle on määritetty sen maantieteellistä keskipistettä lähimpänä olevan hilapisteen vuorokausikohtaiset säähavainnot vuosilta 2012–2022. Otantaeräkohtaiset säämuuttujat on laskettu yhdistämällä nämä tiedot otantaerän alkuperäkunnan sekä korjuu- ja mittausajankohtien mukaisesti. Aineiston keskeisiä säämuuttujia ovat muun muassa varastointiajan sademäärä, lämpösumma ja keskilämpötila."},"field_of_science":[{"id":"fa11492f-0090-4ba8-abdc-f001a7e7fbc2","url":"http://www.yso.fi/onto/okm-tieteenala/ta112","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Statistics and probability","fi":"Tilastotiede","sv":"Statistik"}},{"id":"9c2c445d-5aa2-4ada-9529-f5e74bcec131","url":"http://www.yso.fi/onto/okm-tieteenala/ta4112","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Forestry","fi":"Metsätiede","sv":"Skogsvetenskap"}}],"infrastructure":[],"issued":"2026-05-20","keyword":["kuitupuu","puutavaranmittaus","tuoretiheys","tiheys","otanta","otantamittaus","tehdasmittaus","säähavainnot","paino-otantamittaus"],"language":[{"id":"c757dc29-552d-48b2-9efc-4d53b939a7ef","url":"http://lexvo.org/id/iso639-3/fin","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"Finnish","fi":"suomi","sv":"finska"}},{"id":"ec748146-3403-4a7f-adfe-bdbb1b889372","url":"http://lexvo.org/id/iso639-3/eng","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"English","fi":"englanti","sv":"engelska"}}],"metadata_owner":{"id":"df479e24-d4f6-4997-9bf2-d025ea7bf97e","organization":"luke.fi","admin_organization":"luke.fi"},"other_identifiers":[],"persistent_identifier":"urn:nbn:fi:fd-323bc63d-6676-3ccb-b3da-996275888271","pid_generated_by_fairdata":true,"projects":[{"id":"19c1a7d9-fa0e-4314-8a12-64687ef2c630","title":{"en":"Kuitupuun painomittauksen kehittäminen"},"participating_organizations":[{"id":"b941a6eb-d7ba-4261-aa8b-eb5cf98f709c","pref_label":{"en":"Natural Resources Institute Finland","fi":"Luonnonvarakeskus","sv":"Naturresursinstitutet","und":"Luonnonvarakeskus"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/4100010","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"},{"id":"0e046bb0-f33d-4b8b-9723-0910e662439d","pref_label":{"en":"Metsäteho Oy","fi":"Metsäteho Oy","und":"Metsäteho Oy"}},{"id":"219d69a7-a0d4-4157-baf4-24234e20fb05","pref_label":{"en":"UPM-Kymmene Oyj","fi":"UPM-Kymmene Oyj","und":"UPM-Kymmene Oyj"}},{"id":"4b9283d5-1984-4604-8079-cee9838a4d69","pref_label":{"en":"Stora Enso Oyj","fi":"Stora Enso Oyj","und":"Stora Enso Oyj"}},{"id":"0655690b-6a6c-461e-aaf1-d167253a3565","pref_label":{"en":"Metsäliitto Osuuskunta","fi":"Metsäliitto Osuuskunta","und":"Metsäliitto Osuuskunta"}}],"funding":[{"funder":{"funder_type":{"id":"2f6a3cda-a4a2-4f4d-968c-f8c12b4b999f","url":"http://uri.suomi.fi/codelist/fairdata/funder_type/code/commercial","in_scheme":"http://uri.suomi.fi/codelist/fairdata/funder_type","pref_label":{"en":"Commercial","fi":"Yritys"}}}}]}],"provenance":[],"relation":[{"entity":{"title":{"en":"Repola, Heikkinen, Lindblad: Pulpwood green density prediction models and sampling-based calibration","fi":"Repola, Heikkinen, Lindblad: Pulpwood green density prediction models and sampling-based calibration"},"description":{"en":"<ja:p>Pulpwood arriving at the mills is mainly measured by weighing. In the loading phase of forwarding and trucking, timber is weighed using scales mounted in the grapple loader. The measured weight of timber is converted into volume using a conversion factor defined as green density (kg m). At the mill, the green density factor is determined by sampling measurements, while in connection with weighing with grapple-mounted scales during transportation, fixed green density factors are used. In this study, we developed predictive regression models for the green density of pulpwood. The models were constructed separately by pulpwood assortments: pine (contains mainly  L); spruce (mainly  (L.) Karst.); decayed spruce; birch (mainly  Ehrh. and  Roth); and aspen (mainly  L.). Study material was composed of the sampling-based measurements at the mills between 2013–2019. The models were specified as linear mixed models with both fixed and random parameters. The fixed effect produced the expected value of green density as a function of delivery week, storage time, and meteorological conditions during storage. The random effects allowed the model calibration by utilizing the previous sampling weight measurements. The model validation showed that the model predictions faithfully reproduced the observed seasonal variation in green density. They were more reliable than those obtained with the current practices. Even the uncalibrated (fixed) predictions had lower relative root mean squared prediction errors than those obtained with the current practices.<ja:sup>–3</ja:sup><ja:italic>Pinus sylvestris</ja:italic><ja:italic>Picea abies</ja:italic><ja:italic>Betula pubescens</ja:italic><ja:italic>Betula pendula</ja:italic><ja:italic>Populus tremula</ja:italic></ja:p>","fi":"<ja:p>Pulpwood arriving at the mills is mainly measured by weighing. In the loading phase of forwarding and trucking, timber is weighed using scales mounted in the grapple loader. The measured weight of timber is converted into volume using a conversion factor defined as green density (kg m). At the mill, the green density factor is determined by sampling measurements, while in connection with weighing with grapple-mounted scales during transportation, fixed green density factors are used. In this study, we developed predictive regression models for the green density of pulpwood. The models were constructed separately by pulpwood assortments: pine (contains mainly  L); spruce (mainly  (L.) Karst.); decayed spruce; birch (mainly  Ehrh. and  Roth); and aspen (mainly  L.). Study material was composed of the sampling-based measurements at the mills between 2013–2019. The models were specified as linear mixed models with both fixed and random parameters. 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The fixed effect produced the expected value of green density as a function of delivery week, storage time, and meteorological conditions during storage. The random effects allowed the model calibration by utilizing the previous sampling weight measurements. The model validation showed that the model predictions faithfully reproduced the observed seasonal variation in green density. They were more reliable than those obtained with the current practices. 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(2026). The oral history and archival dataset of the project “A Farewell to Arms”: Anti-Nuclear Protest, Emotion and Gender in Finland, 1979–1987. V. 1.3.2027. University of Jyväskylä.","cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-jyu","description":{"en":"The dataset was produced as part of the Research Council of Finland-funded postdoctoral research project \"A Farewell to Arms\": Anti-Nuclear Protest, Emotion and Gender in Finland, 1979–1987 (2022–2025, decision number 348332). The project examined grassroots anti-nuclear mobilisation against nuclear weapons and nuclear energy in Cold War Finland, approaching the phenomenon as a transnational historical process in which emotions and gender were central to the analysis.\r\n\r\nThe primary dataset consists of two main parts:\r\n1) 16 semi-structured, thematic oral history interviews were conducted in Finnish with individuals who participated in anti-nuclear social movements during the 1980s. The interviews were conducted either in person or via Zoom.\r\n2) Archival material compiled by the researcher for her own use, collected from several Finnish archives and libraries (incl. the People's Archive, the Finnish Labour Archives, the Library of the Labour Movement, the Finnish Labour Museum Werstas, the National Archives of Finland, the National Library of Finland, and the Legal Deposit Collection of the University of Jyväskylä Library). Unarchived material was collected from the Finnish Peace Station (Rauhanasema) and from the personal collections of interviewees. The archival material includes documentation from organisations central to the project, including annual reports, memoranda, reports, press releases, newspaper clipping collections, pamphlets, magazines, newsletters, and memoirs.","fi":"Aineisto on tuotettu Suomen Akatemian rahoittamassa tutkijatohtorin hankkeessa \"Jäähyväiset aseille\": ydinvastainen protesti, tunteet ja sukupuoli Suomessa, 1979–1987 (2022–2025, päätösnumero 348332). Hanke tutki ruohonjuuritason ydinaseiden ja -energian vastaista liikehdintää kylmän sodan aikaisessa Suomessa ja lähestyi ilmiötä ylirajaisena historiallisena prosessina, jossa tunteet ja sukupuoli olivat keskeisiä tutkimuksellisia näkökulmia.\r\n\r\nEmoaineisto koostuu kahdesta pääosasta:\r\n1) 16 suomenkielistä puolistrukturoitua temaattista muistitietohaastattelua 1980-luvulla ydinsodan ja/tai -voiman vastaisiin yhteiskunnallisiin liikkeisiin osallistuneiden henkilöiden kanssa. Haastattelut toteutettiin kasvotusten tai Zoom-yhteydellä.\r\n2) Tutkijan omaan käyttöönsä kokoama arkistoaineisto, joka on kerätty useista suomalaisista arkistoista ja kirjastoista (mm. Kansan Arkisto, Työväen Arkisto, Työväenliikkeen kirjasto, Työväenmuseo Werstas, Kansallisarkisto, Kansalliskirjasto ja Jyväskylän yliopiston kirjaston vapaakappalekokoelma). Arkistoimatonta aineistoa on kerätty Rauhanaseman sekä haastateltavien henkilökohtaisista kokoelmista. Arkistoaineisto sisältää hankkeelle keskeisten järjestöjen aineistoja, mm. vuosikertomuksia, muistioita, raportteja, lehdistötiedotteita, lehtileikekokoelmia, pienpainatteita, jäsenlehtiä ja muistelmia."},"field_of_science":[{"id":"df20c246-352f-450e-9cf6-cf302a22ad70","url":"http://www.yso.fi/onto/okm-tieteenala/ta615","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"History and archaeology","fi":"Historia ja arkeologia","sv":"Historia och arkeologi"}}],"infrastructure":[],"issued":"2026-05-21","keyword":["Committee of 100","Finnish Peace Committee","The Peace Union of Finland","Women for Peace","Energy Political Association – An Alternative to Nuclear Power (EVY)","The Union of Conscientious Objectors (AKL)","Performers and Artists for Nuclear Disarmament (PAND)","1980s","Sadankomitea","Rauhanpuolustajat","Rauhanliitto","Naiset rauhan puolesta","Energiapoliittinen yhdistys - vaihtoehto ydinvoimalle (EVY)","Aseistakieltäytyjäliitto (AKL)","Taiteilijat rauhan puolesta (PAND)","1980-luku"],"language":[{"id":"c757dc29-552d-48b2-9efc-4d53b939a7ef","url":"http://lexvo.org/id/iso639-3/fin","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"Finnish","fi":"suomi","sv":"finska"}},{"id":"ec748146-3403-4a7f-adfe-bdbb1b889372","url":"http://lexvo.org/id/iso639-3/eng","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"English","fi":"englanti","sv":"engelska"}},{"id":"3c34537c-26bf-4c12-95b6-a3a84aad11c6","url":"http://lexvo.org/id/iso639-3/swe","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"Swedish","fi":"ruotsi","sv":"svenska"}}],"metadata_owner":{"id":"0a64b9bf-a6de-46f9-9699-334dc9a5c9e5","organization":"jyu.fi","admin_organization":"jyu.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.17011/jyx/dataset/110940","pid_generated_by_fairdata":false,"projects":[{"id":"cafe2d35-f470-480d-932c-680583b6850e","title":{"en":"“A Farewell to Arms”: Anti-Nuclear Protest, Emotion and Gender in Finland, 1979-1987","fi":"\"Jäähyväiset aseille\": ydinvastainen protesti, tunteet ja sukupuoli Suomessa, 1979-1987"},"project_identifier":"jyu-proj.144270007","participating_organizations":[{"id":"d2e33900-ae70-494e-9eea-d9c9c5667d92","pref_label":{"en":"University of Jyväskylä","fi":"Jyväskylän yliopisto","sv":"Jyväskylä universitet","und":"Jyväskylän yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/01906","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}],"funding":[{"funder":{"organization":{"id":"ceb0c31e-d00b-4b72-ba26-e8fbf6dbaafe","pref_label":{"en":"Research Council of Finland","fi":"Suomen Akatemia"}}},"funding_identifier":"348332"}]}],"provenance":[],"relation":[{"entity":{"title":{"en":"Yoken, H. 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Ten IMU sensors were employed to record IMU9 data. These sensors were strategically placed on the subject's body: one on the chest, one on the waist, two on each upper and lower arm, and two on each thigh and calf. Data was collected from 29 participants aged 18 to 60, covering 13 typical daily activities. These activities include:\r\n\r\n1) walking, walking on an incline, walking on a decline2) sit-to-stand from chairs with/out handles3) walking while carrying one/two shopping bags (2 to 5kg/bag)4) mopping floor5) lying on an exercise mattress6) sitting on sofa7) lying on sofa8) greeting (waving hands)9) opening a bottle of water, pouring water to a glass and drinking from the glass10) climbing up/down stairs11) push up12) sit up13) squat\r\n\r\nThe data files are organized by subject (e.g., subject 1, 2, 3, ...). Each subject's folder contains two subfolders, laptop1 and laptop2, which separately store data for the upper body (including the chest and arms) and the lower body (including the waist and legs). Five IMU sensors are used in the recordings in the laptop1 and laptop2 folders respectively.\r\n\r\nWithin each laptop folder, there is a subfolder: IMU9. The IMU9 folder contains data recorded by the IMU sensors in CSV format.\r\n\r\nThe file naming convention follows the format: s##_a##_t##_@##.suffix, where:\r\n\r\n\r\n\r\ns## refers to the subject number,\r\n\r\na## denotes the activity category,\r\n\r\nt## indicates the trial number,\r\n\r\n@ specifies either u or l for upper body or lower body data,\r\n\r\n## represents the respective Arabic numeral,\r\n\r\nand suffix refers to the file extension (.CSV).\r\n\r\n\r\nAccess to and use of this dataset is granted for non-commercial research purposes only. Commercial use of the dataset is strictly prohibited. Access to and use of this dataset is permitted only for users who are physically located within the European Union member states."},"field_of_science":[{"id":"5b789f2f-f545-497c-8354-c21a6718c723","url":"http://www.yso.fi/onto/okm-tieteenala/ta213","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Electronic, automation and communications engineering, electronics","fi":"Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka","sv":"El-, automations- och telekommunikationsteknik, elektronik"}}],"infrastructure":[],"issued":"2025-10-23","keyword":[],"language":[],"metadata_owner":{"id":"fce90ccd-e305-45f9-90b3-1e462f048c9a","organization":"aalto.fi","admin_organization":"aalto.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.5281/zenodo.17424676","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[],"spatial":[],"state":"published","temporal":[],"theme":[],"title":{"en":"StrengthSense: A Dataset of IMU Signals Capturing Everyday Strength-Demanding Activities"},"created":"2026-03-27T09:05:06Z","modified":"2026-05-20T22:00:16Z","dataset_versions":[{"id":"05d393f1-c25f-441c-8ac2-24056c8418e5","title":{"en":"StrengthSense: A Dataset of IMU Signals Capturing Everyday Strength-Demanding Activities"},"persistent_identifier":"doi:10.5281/zenodo.17424676","state":"published","created":"2026-03-27T09:05:06Z","version":1}],"published_revision":5,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"61b730f7-45b3-4713-b6a7-4807dc1ff231","access_rights":{"id":"d3d04820-5d08-4862-8174-b646c875fe5b","license":[{"id":"03258502-6709-437e-9a06-5661857ea4bf","description":{"en":"The dataset is (C) available only for research including master's theses.","fi":"Aineisto on käytettävissä (C) vain tutkimukseen ja ylempiin opinnäytteisiin."},"url":"http://uri.suomi.fi/codelist/fairdata/license/code/other-closed","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Other (Not Open)","fi":"Muu (Ei avoin)"}}],"access_type":{"id":"729ffd9f-6d7a-40e9-aa97-a363a16fd113","url":"http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted","in_scheme":"http://uri.suomi.fi/codelist/fairdata/access_type","pref_label":{"en":"Restricted use","fi":"Saatavuutta rajoitettu"}},"restriction_grounds":[{"id":"484e859f-11b5-4163-a387-25c13fcaae29","url":"http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research","in_scheme":"http://uri.suomi.fi/codelist/fairdata/restriction_grounds","pref_label":{"en":"Restriced access for research based on contract","fi":"Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön","sv":"Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"}}]},"actors":[{"id":"29ec5dc0-6607-45a4-98e2-c28694980c75","roles":["creator"],"organization":{"id":"8cb01bec-0d26-4758-868f-f2a85d146a2b","pref_label":{"fi":"Suomen akateemisten ura- ja rekrytointipalvelujen Aarresaari-verkosto"}}},{"id":"3234ecfd-c697-407b-a203-c6c8e8a9fd1d","roles":["creator"],"organization":{"id":"f46c97fc-2568-47fa-9138-b64b2e51a14c","pref_label":{"en":"Aarresaari network of the Academic Career Services in Finland"}}},{"id":"997d7d8e-8525-4340-8f68-5a961677473d","roles":["publisher"],"organization":{"id":"24e34cd1-11fc-4777-985c-dbdd68b78c24","pref_label":{"en":"Tietoarkisto","fi":"Tietoarkisto","sv":"Tietoarkisto","und":"Tietoarkisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20","pref_label":{"en":"Tampere University","fi":"Tampereen yliopisto","sv":"Tammerfors universitet","und":"Tampereen yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10122","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-harvest-fsd","description":{"fi":"Uraseurannoilla kerätään vuosittain valtakunnallisesti tietoa yliopistoista valmistuneiden työllistymisestä ja työelämän osaamistarpeista. Vuoden 2019 tohtoriuraseurannalla kartoitettiin vuonna 2016 suomalaisista yliopistoista valmistuneiden tohtoreiden varhaista työuraa ja työtilannetta kolme vuotta valmistumisen jälkeen. Kyselyn teemoja ovat muun muassa tohtorikoulutuksen vaikutus työllistymiseen, koulutuksen vastaavuus työelämän osaamistarpeisiin nähden ja nykyisen työsuhteen laatu. Ensiksi vastaajilta kysyttiin heidän työmarkkinatilanteestaan tohtorin tutkinnon suorittamista ennen ja sen jälkeen sekä mahdollisista työttömyysjaksoista tutkinnon suorittamisen jälkeen. Seuraavaksi kysyttiin vastaajan nykyisestä työsuhteesta ja sen laadusta sekä tiedusteltiin tohtorikoulutuksen ja tutkinnon merkitystä. Vastaajan tuli muun muassa arvioida, kuinka tohtorikoulutus kehitti erilaisia työelämävalmiuksia ja kuinka tärkeitä nämä tiedot ja taidot ovat vastaajan nykyisessä työssä. Lopuksi vastaajilta kysyttiin tohtoriopintojen rahoituksesta ja ensisijaisesta suoritustavasta. Taustamuuttujina aineistossa ovat vastaajan sukupuoli, koulutusala ja ikä valmistuessa kaksiluokkaisena.","en":"The survey charted the careers and employment situations of Finnish doctoral graduates three years after they had obtained their degree in 2016. Themes of the survey included impact of a doctoral degree on employment, job satisfaction and development suggestions for doctoral education. The respondents were first asked to what extent different reasons had impacted their decision to take up a doctoral degree, and how they had financed their studies. They were asked to estimate the share of time they had spent on their doctoral dissertation alongside other work. Relating to employment situation and quality of work, questions charted how the degree had affected the respondents' status in the job market and what their occupational status was at the time of the survey and what it had been 6 months before starting the degree and 6 months after finishing it. The respondents were asked if they had been unemployed after finishing their degree, and reasons were charted that potentially had hindered their employment. The respondents who were in paid work were asked the type of their current work tasks and the competences needed in their work. It was also examined whether a doctoral degree was a prerequisite for their current job, how well the respondents' work corresponded to their qualifications, and whether their work was related to the topic of their doctoral dissertation. Gross monthly income was also charted. With regard to the significance of a doctoral degree in occupational life, general satisfaction with the degree was charted along with opinions on whether doctoral education was useful when it came to different types of competences needed in occupational life. Relating to developing and improving doctoral education, views were probed on things that should be emphasised in the education (e.g. skills related to teaching, entrepreneurship, management, popularisation of research results, career planning, presentation skills). Background variables included the respondent's gender, field of study, and age at the time of graduation (dichotomised \"under 36\"/\"36 and over\")."},"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":"2020-08-13","keyword":["akateeminen työvoima","jatkokoulutus","tohtorikoulutus","työhönsijoittuminen","työllistyminen","työmarkkinat","työura","yliopistot","työelämävalmiudet","osaaminen","appointment to job","career development","educational certificates","employment opportunities","higher education institutions","labour and employment","labour force","post-graduates","tertiary education (second stage)","Toisen ja korkea-asteen koulutus","Työllisyys ja työllistyminen","Higher and further education","Employment"],"language":[{"id":"c757dc29-552d-48b2-9efc-4d53b939a7ef","url":"http://lexvo.org/id/iso639-3/fin","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"Finnish","fi":"suomi","sv":"finska"}}],"metadata_owner":{"id":"541fdb9b-f8a8-4c75-a75d-13f413454d72","organization":"fairdata.fi"},"other_identifiers":[{"notation":"https://doi.org/10.60686/t-fsd3451","identifier_type":{"id":"753e313e-2eb1-4f81-988c-d50e7a7cd7fb","url":"http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi","in_scheme":"http://uri.suomi.fi/codelist/fairdata/identifier_type","pref_label":{"en":"Digital Object Identifier (DOI)"}},"metax_ids":[]}],"persistent_identifier":"urn:nbn:fi:fsd:T-FSD3451","pid_generated_by_fairdata":false,"projects":[],"provenance":[{"id":"70c185ca-a6b3-4f7b-a2ce-1d6a23534906","title":{"en":"Collection"},"description":{"en":"Contains the date(s) when the data were collected."},"spatial":{"geographic_name":"Suomi","geolocations":{"type":"FeatureCollection","features":[]}},"temporal":{"start_date":"2019-10-01","end_date":"2019-11-30"},"is_associated_with":[],"used_entity":[],"variables":[{"id":"3fe75ab5-0503-4482-b906-83ca9aff6b0e","pref_label":{"en":"Doctoral graduates of 2016 from Finnish universities","fi":"Suomessa sijaitsevista yliopistoista vuonna 2016 valmistuneet tohtorit"}}]},{"id":"b07ba5ad-2136-4350-8f05-ae6eeb5dd515","title":{"en":"Production"},"description":{"en":"Date when the data collection were produced (not distributed or archived)"},"temporal":{"start_date":"2020-08-13","end_date":"2020-08-13"},"is_associated_with":[],"used_entity":[],"variables":[]},{"id":"0a116a7f-e9e6-47ed-a52d-eb86c8099170","title":{"en":"Production"},"description":{"en":"Date when the data collection were produced (not distributed or archived)"},"temporal":{"start_date":"2020-09-14","end_date":"2020-09-14"},"is_associated_with":[],"used_entity":[],"variables":[]},{"id":"1582ddd3-f530-4399-b509-d98dfbec3b01","title":{"en":"Collection"},"description":{"en":"Contains the date(s) when the data were collected."},"spatial":{"geographic_name":"Finland","geolocations":{"type":"FeatureCollection","features":[]}},"is_associated_with":[],"used_entity":[],"variables":[]}],"relation":[],"remote_resources":[],"spatial":[{"geographic_name":"Suomi","geolocations":{"type":"FeatureCollection","features":[]}},{"geographic_name":"Finland","geolocations":{"type":"FeatureCollection","features":[]}}],"state":"published","temporal":[{"start_date":"2019-10-01","end_date":"2019-11-30"}],"theme":[],"title":{"fi":"Tohtorin tutkinnon vuonna 2016 suorittaneiden työelämään sijoittuminen 2019","en":"Doctoral Graduates of Year 2016: Career and Employment Survey 2019"},"created":"2021-03-04T02:01:17Z","modified":"2026-05-20T01:07:56Z","dataset_versions":[{"id":"61b730f7-45b3-4713-b6a7-4807dc1ff231","title":{"en":"Doctoral Graduates of Year 2016: Career and Employment Survey 2019","fi":"Tohtorin tutkinnon vuonna 2016 suorittaneiden työelämään sijoittuminen 2019"},"persistent_identifier":"urn:nbn:fi:fsd:T-FSD3451","state":"published","created":"2021-03-04T02:01:17Z","version":1}],"published_revision":9,"version":1,"api_version":3,"metadata_repository":"Fairdata"},{"id":"b79e325f-d2cb-49b4-a03d-ef803fa06cd9","access_rights":{"id":"58d4205d-7293-4e0d-b230-2fbbf36cddba","license":[{"id":"03258502-6709-437e-9a06-5661857ea4bf","url":"http://uri.suomi.fi/codelist/fairdata/license/code/other-closed","in_scheme":"http://uri.suomi.fi/codelist/fairdata/license","pref_label":{"en":"Other (Not Open)","fi":"Muu (Ei 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Lemmetty","email":"<hidden>","external_identifier":"https://orcid.org/0000-0003-3367-8718"},"organization":{"id":"695419c1-b463-4fcd-8e8d-2f591802fbf4","pref_label":{"en":"Kasvatustieteiden ja psykologian osasto","fi":"Kasvatustieteiden ja psykologian osasto","sv":"Kasvatustieteiden ja psykologian osasto","und":"Kasvatustieteiden ja psykologian osasto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088-292020","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"e9d4978f-97d0-4d50-93dd-ee3987b63001","pref_label":{"en":"University of Eastern Finland","fi":"Itä-Suomen yliopisto","sv":"Östra Finlands universitet","und":"Itä-Suomen yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}},{"id":"9ee02e0b-1bf9-4995-8ffc-6d5ab4d4c68f","roles":["publisher"],"person":{"id":"c21dcad8-4aea-4063-a493-d20eba29d2a8","name":"Soila Johanna Lemmetty","email":"<hidden>","external_identifier":"https://orcid.org/0000-0003-3367-8718"},"organization":{"id":"695419c1-b463-4fcd-8e8d-2f591802fbf4","pref_label":{"en":"Kasvatustieteiden ja psykologian osasto","fi":"Kasvatustieteiden ja psykologian osasto","sv":"Kasvatustieteiden ja psykologian osasto","und":"Kasvatustieteiden ja psykologian osasto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088-292020","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"e9d4978f-97d0-4d50-93dd-ee3987b63001","pref_label":{"en":"University of Eastern Finland","fi":"Itä-Suomen yliopisto","sv":"Östra Finlands universitet","und":"Itä-Suomen yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}}],"cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-att","description":{"fi":"1. Perustiedot hankkeesta\n\nHankkeen nimi: Työntekijälähtöinen oppiminen ja innovaatio: pitkittäisetnografinen tutkimus teknologia-alan ja poliisityön konteksteista \n\nLyhenne: EDLI\n\nKuvaus / tiivistelmä: \nAikuisten jatkuva oppiminen ja luovuus ovat nousseet vahvasti esiin työelämän tutkimuksessa, sillä ne ovat elintärkeitä nykyaikaisen työn ja yhteiskunnan kehittämiselle. Tutkimusten mukaan jatkuva oppiminen on edellytys organisaatioiden innovatiiviselle toiminnalle yhtälailla kun innovaatiot itsessään toimivat yhteisöllisen oppimisen sytyttäjänä. Työntekijälähtöisestä oppimisesta ja innovoinnista on kuitenkin vielä rajallisesti ymmärrystä. Työntekijälähtöinen innovaatio (employee-driven innovation – EDI) on käsite sellaiselle työpaikkojen arjessa tapahtuvalle innovaatiotoiminnalle, jonka rakentumisessa työntekijöillä on keskeinen rooli. Työntekijälähtöiset innovaatiot nähdään yksilölle, työtiimille, organisaatiolle tai sidosryhmille uutuusarvoa luovina  ideoina, näkökulmina, käytäntöinä, tuotteina tai toimintatapoina.\n\nMillaisten yksilöllisten ja sosiokulttuuristen edellytysten myötä työntekijälähtöiset innovaatiot rakentuvat arjessa ja miten? Millä tavoin oppiminen nivoutuu näihin prosesseihin? Millaisia – tavoiteltuja tai ei-toivottuja – seurauksia innovaatioilla on?\n\nTämän seurantatutkimuksen tavoitteena on kehittää moninäkökulmaista teoriaa työntekijälähtöisestä oppimisesta ja innovoinnista pitkittäisetnografisen tutkimusotteen avulla. Tutkimuksessa tarkastellaan työntekijälähtöisen oppimisen ja innovaation ilmiötä neljästä eri näkökulmasta, jotka ovat innovaatiotoimijuus ja -roolit (innovaatiotoimintaan osallistuinen ja sen mahdollisuudet), ammatillinen osaaminen ja työssä oppiminen (innovaatiotoiminnan edellyttämä osaaminen ja oppiminen työssä), innovaation arvot ja vaikuttavuus (työntekijälähtöisten innovaatioprojektien tuottama arvo ja merkitys), innovaatiopedagogiikka (innovaatiotoiminnan haasteet ja pedagoginen tuki).\n\nTutkimuksen toteutus:\n• konteksteina teknologia-ala ja poliisityö\n• osallistujina eri henkilöstöryhmien (työntekijät, asiantuntijat, johtajat, henkilöstöasiantuntijat) edustajia\n• menetelmällisenä strategiana pitkittäisetnografia (perinteinen ja mobiilietnografia)\n• aineistona haastattelut, kohdeorganisaatioissa toteutettavaan havainnointiin pohjautuvat kenttäaineistot ja päiväkirja-aineistot\n\nTutkimus tuottaa:\n• tietoa työntekijälähtöisen oppimisen ja innovaation yhteyksistä, piirteistä, edellytyksistä ja seurauksista\n• ymmärrystä eri työntekijäryhmien merkityksestä tuote- ja palveluinnovaatioille, mutta myös organisatorisille ja sosiaalisille innovaatioille\n• hyötyjä jatkuvan oppimisen ja innovaatioiden tutkimus- ja kehittämistyölle erilaisissa organisaatioissa ja laajemmin yhteiskunnassa\n\nAvainsanat: Työssä oppiminen, jatkuva oppiminen, innovaatio, työntekijälähtöinen innovaatio, poliisi, teknologia organisaatio, etnografia, mobiilietnografia\n\nTieteenala(t): Aikuiskasvatustiede\n\n2. Toimijat\n\nVastuullinen johtaja (PI): Soila Lemmetty\nTutkijat ja muu henkilöstö: -\nOrganisaatiot / partnerit: Itä-Suomen yliopisto, [anonymisoitu] teknologia-alan yritys, Suomen poliisi\nYhteystiedot (ainakin PI tasolla): Soila Lemmetty, soila.lemmetty@uef.fi\n\n3. Aikataulu\n\nAloitus- ja päättymispäivä: 1.9.2022-31.8.2025\nHankkeen status (käynnissä / päättynyt): Päättynyt\n\n4. Rahoitus\n\nRahoittaja(t): Suomen Akatemia\n\nRahoitusinstrumentti / ohjelma: Tutkijatohtorirahoitus\n\nProjektinumero / grant ID: 349117\n\n\n5. Sisältö ja toteutus\n\nTavoitteet: Tutkimuksen tavoitteena on kehittää moninäkökulmaista teoriaa työntekijälähtöisestä oppimisesta ja innovoinnista pitkittäisetnografisen tutkimusotteen avulla. Tutkimuksessa tarkastellaan työntekijälähtöisen oppimisen ja innovaation ilmiötä neljästä eri näkökulmasta, jotka ovat innovaatiotoimijuus ja -roolit (innovaatiotoimintaan osallistuinen ja sen mahdollisuudet), ammatillinen osaaminen ja työssä oppiminen (innovaatiotoiminnan edellyttämä osaaminen ja oppiminen työssä), innovaation arvot ja vaikuttavuus (työntekijälähtöisten innovaatioprojektien tuottama arvo ja merkitys), innovaatiopedagogiikka (innovaatiotoiminnan haasteet ja pedagoginen tuki).\n\nTutkimusasetelma / menetelmät (yleisellä tasolla): Etnografinen, laadullinen tutkimus\n\n\n\n6. Julkaisut\n\nLemmetty, S. & Glaveanu, V. (Forthcoming 2026). From Possibility Thinking to Employee-Driven Innovation. Accepted for publication in S. Lemmetty, I. Bäckström & M. Pajuoja (Eds.) Employee-Driven Innovation: How People Shape Change at Work. Palgrave Macmillan.\n\nLemmetty, S. (2025). ‘Failure is future success’: expanding knowledge through learning practices in a continuous innovation process. Innovation: Organization and Management, early access: https://doi.org/10.1080/14479338.2025.2573102, Open access\n\nLemmetty, S. & Vanhanen, S. (2025). Methodological dilemmas of participatory and mobile ethnography in researching learning in organizational context. Learning in Context 2(1-2), early access:  https://doi.org/10.1016/j.lecon.2025.100012, Open access\n\nLemmetty, S. (2024). Real-time and long-term challenges of remote learning and innovation: Cases from police and technology organisations. Vocations and Learning, 17, 565–587. https://doi.org/10.1007/s12186-024-09354-1, Open access\n\nLemmetty, S. (2024). Explaining the innovation dichotomy: The contexts, contents, conflicts, and compromises of innovation stories. Frontiers of Narrative Studies, 10(1), 126–149. https://doi.org/10.1515/fns-2024-2007, Open access\n\n7. Tutkimusaineistot:\n\nYksilöhaastattelut poliisista (n = 22)\nYksilöhaastattelut teknologia-alalta (n = 30)\nYhteensä yksilöhaastatteluja (N = 52)\nTeknologia-alalta kerätty etnografinen havainnointi- ja kenttäpäiväkirja-aineisto\nPoliisi- ja teknologia-alalta kerätty mobiilietnografinen päiväkirja-aineisto: yhteensä 130 päiväkirjamerkintää ja 12 valokuvaa\nTeknologia-alalta kerätyt seurantahaastattelut: yhteensä 7 haastattelua\n\nPoliisilta kerättyä aineistoa varten haettiin ja saatiin tutkimuslupa Poliisihallitukselta syksyllä 2022. Lupa ei mahdollista poliisiaineiston julkista avaamista. Tutkimukselle laadittiin tietosuojaseloste, joka annettiin vapaaehtoisille osallistujille ennen osallistumista. Osallistujia informoitiin tutkimuksesta ja heille toimitettiin kirjallinen tiedote.\n\nHaastattelut ja keskusteluaineistot tallennettiin digitaalisille tallentimille, minkä jälkeen ne siirrettiin Itä-Suomen yliopiston suojattuun tietojärjestelmään. Aineistot litteroitiin sanatarkasti, minkä jälkeen alkuperäiset äänitallenteet tuhottiin.\nLitteroinnin yhteydessä aineistosta poistettiin suorat tunnistetiedot, ja aineisto pseudonymisoitiin. Pseudonymisoitu aineisto säilytettiin tietoturvallisesti. Aineiston käsittelyn tueksi muodostettiin koodiavain, jonka avulla aineiston tunnistettavuuteen voitiin tarvittaessa palata tutkimushankkeen aikana esimerkiksi aineistojen yhdistämiseksi seurantatutkimuksessa.\n\nAineistoa säilytetään tutkimusluvan mukaisesti 10 vuoden ajan hankkeen päättymisestä. Mikäli jatkotutkimuslupaa ei myönnetä, aineisto tuhotaan säilytysajan päätyttyä."},"field_of_science":[{"id":"d6d3fdd1-109b-4be3-8d50-782bc474d514","url":"http://www.yso.fi/onto/okm-tieteenala/ta516","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Educational sciences","fi":"Kasvatustieteet","sv":"Pedagogik"}}],"infrastructure":[],"issued":"2026-05-19","keyword":["työssä oppiminen","innovaatio","työntekijälähtöinen oppiminen ja innovaatio","poliisi","teknologia organisaatio","haastattelu","etnografinen havainnointi","mobiilietnografia","päiväkirja-aineisto"],"language":[{"id":"c757dc29-552d-48b2-9efc-4d53b939a7ef","url":"http://lexvo.org/id/iso639-3/fin","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"Finnish","fi":"suomi","sv":"finska"}}],"metadata_owner":{"id":"bcc8b633-8b66-4286-9371-a3e03a64ddc3","organization":"uef.fi","admin_organization":"uef.fi"},"other_identifiers":[],"persistent_identifier":"urn:nbn:fi:fd-cfea48c8-069d-3b97-897c-23b89cefdb66","pid_generated_by_fairdata":true,"projects":[{"id":"a4403253-20fa-4dd5-bff9-7454d79a11d2","title":{"en":"Employee-Driven Learning and Innovation as Multi-Perspectival Phenomenon: Longitudinal Ethnographic Research from Police and Technology Work Contexts (EDLI)","fi":"Työntekijälähtöinen oppiminen ja innovaatio: pitkittäisetnografinen tutkimus teknologia-alan ja poliisityön konteksteista (EDLI)"},"project_identifier":"Suomen Akatemia 349117","participating_organizations":[{"id":"4b713132-9269-4961-bffe-ff026ff13bcb","pref_label":{"en":"Kasvatus- ja aikuiskasvatustiede","fi":"Kasvatus- ja aikuiskasvatustiede","und":"Kasvatus- ja aikuiskasvatustiede"},"external_identifier":"https://www.uef.fi/fi/koulutus/kasvatustiede-ja-aikuiskasvatustiede","parent":{"id":"695419c1-b463-4fcd-8e8d-2f591802fbf4","pref_label":{"en":"Kasvatustieteiden ja psykologian osasto","fi":"Kasvatustieteiden ja psykologian osasto","sv":"Kasvatustieteiden ja psykologian osasto","und":"Kasvatustieteiden ja psykologian osasto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088-292020","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"e9d4978f-97d0-4d50-93dd-ee3987b63001","pref_label":{"en":"University of Eastern Finland","fi":"Itä-Suomen yliopisto","sv":"Östra Finlands universitet","und":"Itä-Suomen yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}}}],"funding":[{"funder":{"organization":{"id":"c0342cac-b27f-4b87-9dd9-5399f2e972fd","pref_label":{"en":"Kasvatus- ja aikuiskasvatustiede","fi":"Kasvatus- ja aikuiskasvatustiede","und":"Kasvatus- ja aikuiskasvatustiede"},"external_identifier":"https://www.uef.fi/fi/koulutus/kasvatustiede-ja-aikuiskasvatustiede","parent":{"id":"695419c1-b463-4fcd-8e8d-2f591802fbf4","pref_label":{"en":"Kasvatustieteiden ja psykologian osasto","fi":"Kasvatustieteiden ja psykologian osasto","sv":"Kasvatustieteiden ja psykologian osasto","und":"Kasvatustieteiden ja psykologian osasto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088-292020","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization","parent":{"id":"e9d4978f-97d0-4d50-93dd-ee3987b63001","pref_label":{"en":"University of Eastern Finland","fi":"Itä-Suomen yliopisto","sv":"Östra Finlands universitet","und":"Itä-Suomen yliopisto"},"url":"http://uri.suomi.fi/codelist/fairdata/organization/code/10088","in_scheme":"http://uri.suomi.fi/codelist/fairdata/organization"}},"email":"<hidden>"},"funder_type":{"id":"d38a8484-f3d7-43cf-ad79-829ebb3ba9eb","url":"http://uri.suomi.fi/codelist/fairdata/funder_type/code/academy-of-finland","in_scheme":"http://uri.suomi.fi/codelist/fairdata/funder_type","pref_label":{"en":"Academy of Finland","fi":"Suomen Akatemia"}}},"funding_identifier":"Suomen Akatemia 349117"}]}],"provenance":[],"relation":[{"entity":{"title":{"en":"Lemmetty: Explaining the innovation dichotomy: the contexts, contents, conflicts, and compromises of innovation stories","fi":"Lemmetty: Explaining the innovation dichotomy: the contexts, contents, conflicts, and compromises of innovation stories"},"description":{"en":"<jats:title>Abstract</jats:title>\n               <jats:p>This study describes the narratives of innovation produced in a knowledge-based company, constructs them into core stories and develops a narrative framework suitable for researching the topic. 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(2026). Biodiversity-respectful food system 2050: BIODIFUL future workshops . V. 24.4.2025. University of Jyväskylä.","cumulative_state":0,"data_catalog":"urn:nbn:fi:att:data-catalog-jyu","description":{"en":"This data is collected from the future workshops held in 2024 with key stakeholders in the Finnish food system. In the workshops, participants imagined what a “Biodiversity-respectful food system in Finland in 2050” could look like and identified potential pathways for achieving such a future. Eight stakeholder-specific workshops were held, attended by a total of 79 experts reflecting on food system-related biodiversity from multiple perspectives.\r\n\r\nThe workshops brought together a diverse range of food system actors, including farmers; representatives of the food processing industry; retail and hospitality sectors; agricultural unions and advisory organisations; environmental governance actors; the Ministry of Agriculture and Forestry; researchers; and non‑governmental organisations (NGOs). These groups were selected as they represent differing interests and viewpoints in public debates on food systems and biodiversity and play central roles in political decision‑making related to food system sustainability transformations.\r\n\r\nThe data produced in the workshops consists of researchers’ notes from small‑group discussions, photographs documenting participants’ collective future scenarios created on flip-charts, and narrative workshop summaries written by one of the researchers. These narrative summaries synthesise stakeholder‑specific perspectives based on the workshop material.\r\n\r\nThis text serves as the metadata description of the dataset. The full dataset is not publicly available.","fi":"Tulevaisuustyöpaja-aineisto Suomen ruokajärjestelmän sidosryhmien kanssa vuonna 2024 järjestetyistä työpajoista. Työpajoissa osallistujat kuvittelivat miltä \"Luonnon monimuotoisuutta kunnioittava ruokajärjestelmä Suomessa vuonna 2050\" voisi näyttää sekä polkuja sinne pääsemiseksi. Sidosryhmäkohtaisia työpajoja järjestettiin 8 ja niihin osallistui yhteensä 79 luonnon monimuotoisuutta eri näkökulmista pohtivaa asiantuntijaa.\r\n\r\nTyöpajoihin osallistui monipuolinen joukko ruokajärjestelmän keskeisiä toimijoita, mukaan lukien viljelijöitä, elintarviketeollisuuden edustajia, vähittäiskaupan ja ravintola-alan edustajia, maatalouden etujärjestöjen ja neuvontaorganisaatioiden edustajia, ympäristöhallinnon toimijoita, Maa- ja metsätalousministeriön edustajia, tutkijoita sekä kansalaisjärjestöjen edustajia. Nämä ryhmät valittiin, koska ne edustavat monipuolisesti erilaisia näkökulmia ja intressejä ruokajärjestelmän ja luonnon monimuotoisuutta ympärillä käydyssä julkisissa keskusteluissa koska niillä on keskeinen rooli ruokajärjestelmän kestävyysmurrokseen liittyvässä poliittisessa päätöksenteossa.\r\n\r\nTyöpajoista tuotettu aineisto sisältää tutkijoiden muistiinpanoja, valokuvia osallistujien fläppitauluille luomista tulevaisuuskuvista sekä tutkijan laatimista työpajakohtaisista narratiivisista yhteenvedoista.\r\n\r\nTämä kuvaus toimii aineiston metatietona. Koko aineistoa ei ole julkisesti saatavilla."},"field_of_science":[{"id":"6dc03e79-42a5-4dfa-94e0-80469342b5d1","url":"http://www.yso.fi/onto/okm-tieteenala/ta512","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Business and management","fi":"Liiketaloustiede","sv":"Företagsekonomi"}},{"id":"dfda8c5a-5949-4867-b9e2-f9fe9fee7a2f","url":"http://www.yso.fi/onto/okm-tieteenala/ta520","in_scheme":"http://www.yso.fi/onto/okm-tieteenala/conceptscheme","pref_label":{"en":"Other social sciences","fi":"Muut yhteiskuntatieteet","sv":"Övriga samhällsvetenskaper"}}],"infrastructure":[],"issued":"2026-05-19","keyword":[],"language":[{"id":"c757dc29-552d-48b2-9efc-4d53b939a7ef","url":"http://lexvo.org/id/iso639-3/fin","in_scheme":"http://lexvo.org/id/","pref_label":{"en":"Finnish","fi":"suomi","sv":"finska"}}],"metadata_owner":{"id":"0a64b9bf-a6de-46f9-9699-334dc9a5c9e5","organization":"jyu.fi","admin_organization":"jyu.fi"},"other_identifiers":[],"persistent_identifier":"doi:10.17011/jyx/dataset/110810","pid_generated_by_fairdata":false,"projects":[],"provenance":[],"relation":[],"remote_resources":[],"spatial":[],"state":"published","temporal":[{"start_date":"2024-06-18","end_date":"2024-12-16"}],"theme":[{"id":"a9fa008f-96c9-48bd-8e7d-2a9cdcfd5fd0","url":"http://www.yso.fi/onto/koko/p31836","in_scheme":"http://www.yso.fi/onto/koko/","pref_label":{"en":"stakeholder groups","fi":"sidosryhmät","sv":"intressentgrupper"}},{"id":"cf56b6f7-c2b1-4466-b62e-1ebf18f81b06","url":"http://www.yso.fi/onto/koko/p74213","in_scheme":"http://www.yso.fi/onto/koko/","pref_label":{"en":"food systems","fi":"ruokajärjestelmät","sv":"livsmedelssystem"}},{"id":"178fb447-1cf1-4dc8-b265-433dc8f92a87","url":"http://www.yso.fi/onto/koko/p36570","in_scheme":"http://www.yso.fi/onto/koko/","pref_label":{"en":"future","fi":"tulevaisuus","sv":"framtid"}},{"id":"e6f8d83d-3606-4f3b-a530-3c0cba2aebb8","url":"http://www.yso.fi/onto/koko/p36472","in_scheme":"http://www.yso.fi/onto/koko/","pref_label":{"en":"natural diversity","fi":"luonnon monimuotoisuus","sv":"naturens mångfald"}},{"id":"758961e0-bb92-47b4-ad5a-7bfddbce8cf4","url":"http://www.yso.fi/onto/koko/p49191","in_scheme":"http://www.yso.fi/onto/koko/","pref_label":{"en":"visions (prospects)","fi":"visiot","sv":"visioner"}},{"id":"8cfb6e8a-6fcd-4e84-a034-eeed16ba77fc","url":"http://www.yso.fi/onto/koko/p32948","in_scheme":"http://www.yso.fi/onto/koko/","pref_label":{"en":"endurance","fi":"kestävyys","sv":"hållbarhet (resistens)"}}],"title":{"en":"Biodiversity-respectful food system 2050: BIODIFUL future workshops","fi":"Luonnon monimuotoisuutta kunnioittava ruokajärjestelmä 2050: BIODIFUL-tulevaisuustyöpajat"},"created":"2026-05-19T11:47:33Z","modified":"2026-05-19T11:47:33Z","dataset_versions":[{"id":"5295a5d6-c797-491e-b100-5190f8ec207b","title":{"en":"Biodiversity-respectful food system 2050: BIODIFUL future workshops","fi":"Luonnon monimuotoisuutta kunnioittava ruokajärjestelmä 2050: BIODIFUL-tulevaisuustyöpajat"},"persistent_identifier":"doi:10.17011/jyx/dataset/110810","state":"published","created":"2026-05-19T11:47:33Z","version":1}],"published_revision":1,"version":1,"api_version":3,"metadata_repository":"Fairdata"}]}