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"en": "Scope\r\n\r\nThe repository contains the data supporting the publication \"Accurate quantification of polyester in textiles through complete depolymerisation and HPLC\". The article can be found here.\r\n\r\nFile description \r\n\r\n\r\n\r\nHPLC_data.rds (135 kB): R variable export containting the nested dataframe HPLC_data (75 rows) corresponding to the data in Figure 2 (b) and (c). The dataframe contains the following columns:\r\n\r\n\r\n\r\nID (factor): unique identifier of each sample Examples: '2026.1', '2025.11'.\r\n\r\nGroup (factor): description of the sample content, by different experimental groups, matching the point shape legend in Figure 2 (b) and (c). Examples: 'Fabric', 'PET fibres'.\r\n\r\nFabric (factor): identifier of the fabric from which the sample was cut (if Group == 'Fabric'; else: NA). The key is included in Fabric_key.pdf. Exaples: '21', '41'\r\n\r\nSecond_component: for samples contatining two types of references fibres (PET + another), description of the non-PET one (if Group %in% c('PET and cotton fibres', 'PET and other fibres'); else: NA). Examples: 'Cotton', 'Wool'. \r\n\r\nChromatogram (dataframe): dataframe with columns:\r\n\r\n\r\n\r\nTime (double): timestamp of the HPLC detector (from the start of the run, in minutes). Chromatograms are truncated at 5 min (before the rinse/requilibration phase shown in Figure 2 (a)). Examples: 0.00000, 0.00833\r\n\r\nIntensity (double): corresponding intensity (in arbitrary units) of the HPLC signal, after baseline correction Examples: 0.0461, 5.7237.\r\n\r\n\r\n\r\nMass_added (double): mass of PET added to the sample in mg. Examples: 2.863, 34.899.\r\n\r\nMass_measured (double): mass of PET estimated via the proposed method in mg. Examples: 3.267, 35.209.\r\n\r\nPET_mass_percentage (double): percentage of PET in the sample by mass. For Group == 'Fabric', this is the value on the product label. For Group != 'Fabric', this is the estimate based on Mass_measured. Examples: 28, 35.137.\r\n\r\n\r\n\r\nExample_cal_parameters.rds (0.25 kB): R variable export containing the output of broom::tidy(base::lm(...)) for a typical calibration curve. Concentrations (C) are expressed in mg TA/ml, Areas as AU*min (matching the integration of HPLC_data$Chromatogram over time. The dilution factor of the samples is D = 0.05. \r\n\r\nFabric_key.pdf (161 kB): single page PDF with the key to match the fabric shown in Table 1 to their entries in HPLC_data.\r\n\r\n\r\nAccess\r\n\r\nFiles are restricted. Requests for access are considered for researchers affiliated with an active research group at an accredited academic or research institution, for non-commercial purposes only. When submitting a request, please briefly describe your intended use and include your institutional affiliation. Requests should be submitted from through this platform."
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"fi": "Terveyden ja hyvinvoinnin laitos",
"sv": "Institutet för hälsa och välfärd",
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"sv": "Tietoarkisto",
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"sv": "Tammerfors universitet",
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}
}
}
],
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"description": {
"en": "The survey examined the circumstances of families in Finland with five-year-old children regarding arrangements for early childhood education and childcare, health and development, and family life during the COVID-19 pandemic. Guardians were asked about these themes at three time points: at the time of response (November 2020-January 2021), during the COVID-19 state of emergency in spring 2020, and in January 2020 prior to the state of emergency. The information for all three time points was collected retrospectively in a single survey. First, respondents were asked about their five-year-old child's childcare and early childhood education arrangements at different time points, their satisfaction with these arrangements, any changes that occurred, and the reasons for those changes. In addition, respondents were asked about their employment situation and changes during the state of emergency due to COVID-19, such as changes of workplace, working hours, and the increase in remote work. Next, respondents were asked about their own and their child's health, as well as their use of services intended for families. They were also asked about work-family balance, the division of labor between spouses, and parenting. Finally, respondents were asked about their views on the COVID-19 pandemic and early childhood education measures during the pandemic. Background variables include, among others, the respondent's age group, gender, type of municipality, region of residence, marital status, family composition, and household income, as well as the respondent's and spouse's level of education, economic activity, and employment-related information. Background information on the five-year-old child includes, among others, gender, year of birth, and living arrangements.",
"fi": "Kyselyllä kartoitettiin noin viisivuotiaiden lasten varhaiskasvatuksen ja hoidon järjestelyitä, varhaiskasvatuksen palveluita, terveyttä ja kehitystä sekä perheen arkea koronapandemian aikana. Kyselyssä huoltajilta kysyttiin näihin teemoihin liittyviä asioita kolmen ajankohdan osalta: vastaushetkeltä (marraskuu 2020-tammikuu 2021), kevään 2020 koronapoikkeusajalta sekä poikkeusaikaa edeltäneeltä tammikuulta 2020. Aluksi selvitettiin lapsen hoito- ja varhaiskasvatusjärjestelyjä eri ajankohtina, vastaajan tyytyväisyyttä järjestelyihin, niissä tapahtuneita muutoksia sekä syitä muutoksille. Lisäksi tarkasteltiin vastaajan työtilannetta ja siinä koronapoikkeusaikana tapahtuneita muutoksia, kuten työpaikan vaihtumista, työajan muutoksia ja etätyön lisääntymistä. Seuraavaksi tarkasteltiin vastaajan ja lapsen terveyttä sekä perheelle suunnattujen palveluiden käyttöä. Vastaajalta kysyttiin myös työn ja perheen yhteensovittamisesta, puolisoiden välisestä työnjaosta ja vanhemmuudesta. Lopuksi vastaajalta kysyttiin näkemyksiä koronapandemiasta sekä varhaiskasvatuksen toimenpiteistä pandemia-aikana. Taustatietoina ovat muun muassa vastaajan ikä, sukupuoli, paikkakuntatyyppi, maakunta, siviilisääty, perhemuoto ja kotitalouden tulot sekä vastaajan ja puolison koulutus, pääasiallinen toiminta ja työhön liittyvät tiedot. Viisivuotiaan lapsen taustatietoina ovat muun muassa sukupuoli, syntymävuosi ja asumisen järjestelyt."
},
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"fi": "YHTEISKUNTATIETEET",
"sv": "Samhällsvetenskaper"
}
}
],
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"issued": "2026-04-27",
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"lastenhoito",
"perhe-elämä",
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"children",
"covid-19",
"early childhood",
"families",
"family life",
"parental role",
"parents",
"pre-primary education",
"well-being (society)",
"Lapset",
"Perhe-elämä, avioliitto ja sukupolvet",
"Children",
"Family life and marriage"
],
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"fi": "suomi",
"sv": "finska"
}
}
],
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],
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"en": "All parents and guardians in the municipalities of Joensuu, Kajaani, Kemi, Lappeenranta, Mikkeli, Rovaniemi, Tornio, and Vaasa, as well as half of the parents and guardians in the Turku area who have a child born between October 1, 2014, and September 30, 2015 (excluding multiple-birth parents), as well as all parents who participated in the 2019 Childcare survey and expressed their willingness to participate in the follow-up study.",
"fi": "Joensuun, Kajaanin, Kemin, Lappeenrannan, Mikkelin, Rovaniemen, Tornion ja Vaasan kuntien kaikki vanhemmat ja huoltajat sekä puolet Turun alueen vanhemmista ja huoltajista, joilla on 1.10.2014-30.9.2015 syntynyt lapsi (pois lukien monikkoperheiden vanhemmat), sekä kaikki vuonna 2019 Childcare‑kyselytutkimukseen osallistuneet ja jatkotutkimukseen halukkuutensa ilmaisseet vanhemmat."
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],
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"fi": "Varhaiskasvatus ja koronapandemia -kysely 2020-2021"
},
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},
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}
],
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"fi": "Sairaanhoito",
"sv": "Sairaanhoito",
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"sv": "Turun ammattikorkeakoulu",
"und": "Turun ammattikorkeakoulu"
},
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"en": "Laurea University of Applied Sciences",
"fi": "Laurea-ammattikorkeakoulu",
"sv": "Laurea-ammattikorkeakoulu",
"und": "Laurea-ammattikorkeakoulu"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/02629",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
],
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"data_catalog": "urn:nbn:fi:att:data-catalog-ida",
"description": {
"en": "The dataset contains data collected in the ÄLYSTI (SMARTLY) project, describing nursing students’ experiences with the use of digital learning solutions in acquiring clinical skills. The data was collected from Finnish universities of applied sciences through online surveys.\n\nThe dataset consists of three subcomponents:\nInstructional Videos: Nursing students’ experiences with clinical skills instructional videos (effectiveness, usability, pedagogical quality).\nMOOC Courses: Nursing students’ and teachers’ experiences with open online courses covering nursing procedures (content quality, learning support and usefulness, functionality and clarity).\nVirtual Guides : Nursing students’ experiences with virtual guides designed to support the practice of clinical skills.\n\nAll datasets include background variables as well as Likert-scale statements and open-ended feedback.\nThe data is anonymized and does not contain any personal information that could identify individual respondents.\n\nPurpose of Use:\nResearch and development: evaluating the effectiveness and usability of digital learning solutions in nursing education.",
"fi": "Aineistosetti sisältää ÄLYSTI-hankkeessa kerättyä dataa, joka kuvaa hoitotyön opiskelijoiden kokemuksia digitaalisten oppimisratkaisujen käytöstä kliinisten taitojen oppimisessa. Aineisto on kerätty suomalaisista ammattikorkeakouluista sähköisillä kyselyillä.\n\nAineistosetti koostuu kolmesta osakokonaisuudesta:\n\nOpetusvideot, hoitotyön opiskelijoiden kokemukset hoitotyön kliinisten taitojen opetusvideoista (vaikuttavuus, käytettävyys, pedagoginen laatu).\nMOOC-kurssit, hoitotyön opiskelijoiden ja opettajien kokemukset hoitotyön toimenpiteitä käsittelevistä avoimista verkkokursseista (sisällön laatu, oppimisen tuki ja hyödyllisyys, toimivuus ja selkeys).\nVirtuaaliset ohjeet , hoitotyön opiskelijoiden kokemukset virtuaalisista ohjeista, jotka tukevat kliinisten taitojen harjoittelua.\n\nKaikki aineistot sisältävät taustamuuttujia sekä Likert-asteikollisia väittämiä ja avointa palautetta.\nAineisto on anonymisoitu, eikä sisällä henkilötietoja, joista yksittäinen vastaaja olisi tunnistettavissa.\n\nKäyttötarkoitus:\nTutkimus ja kehittäminen: digitaalisten oppimisratkaisujen vaikuttavuuden ja käytettävyyden arviointi hoitotyön koulutuksessa."
},
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"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
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"fi": "Terveystiede",
"sv": "Hälsovetenskap"
}
},
{
"id": "69e1ed12-2c42-470d-a4c5-fc9ff01e6f77",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta316",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
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"fi": "Hoitotiede",
"sv": "Vårdvetenskap"
}
}
],
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"käyttäjäkokemus",
"ammattikorkeakoulu",
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"User Experience"
],
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"fi": "suomi",
"sv": "finska"
}
}
],
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"organization": "turkuamk.fi",
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"title": {
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},
"participating_organizations": [
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},
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},
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"in_scheme": "http://uri.suomi.fi/codelist/fairdata/funder_type",
"pref_label": {
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"fi": "EU Euroopan sosiaalirahasto ESR"
}
}
}
}
]
}
],
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"state": "published",
"temporal": [
{
"start_date": "2023-01-05",
"end_date": "2025-11-16"
}
],
"theme": [],
"title": {
"en": "User Experience Datasets from the ÄLYSTI Project",
"fi": "ÄLYSTI-hankkeen käyttäjäkokemusaineistot"
},
"created": "2025-12-02T09:51:58Z",
"modified": "2026-05-15T08:23:07Z",
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},
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"description": {
"en": "The survey was carried out to develop the website climateguide.fi, which provides information on climate change, and to assess the awareness and use of the website among municipal and wellbeing services county councilors. In addition, questions were asked about Finnish society and democracy in general. The respondents are municipal and wellbeing services county councilors. The data was collected as part of the Politician Panel, which is part of The Finnish Research Infrastructure for Public Opinion (FIRIPO). First, the respondents were asked whether they had used the Climateguide website and what topics related to climate change they were interested in. In addition, the respondents were asked in what form they felt they needed information on climate change and what kind of information on climate change was needed for municipal decision-making. This was followed by questions on how satisfied the respondent is with the functioning of democracy in Finland. Also, statements on general issues related to Finnish society and politics were presented. Finally, statements were made about the Climateguide website. Background variables include party membership, size of municipality of residence, age group, gender, mother tongue, level of education and electoral district.",
"fi": "Kysely toteutettiin ilmastonmuutostietoa tarjoavan Ilmasto-opas.fi-sivuston kehittämiseksi, ja siinä kartoitettiin sivuston tunnettuutta ja käyttöä kunta- ja hyvinvointialuepäättäjien keskuudessa. Lisäksi kysyttiin yleisesti suomalaiseen yhteiskuntaan ja demokratiaan liittyviä kysymyksiä. Vastaajat ovat kunnanvaltuutettuja ja hyvinvointialuevaltuutettuja. Aineisto on kerätty osana Päättäjäpaneelia, joka kuuluu kansalliseen yleisen mielipiteen mittaamisen infrastruktuuriin (The Finnish Research Infrastructure for Public Opinion, FIRIPO). Aluksi tiedusteltiin onko vastaaja käyttänyt ilmasto-opas -sivustoa sekä tiedusteltiin mistä ilmastonmuutokseen liittyvistä aiheista vastaaja on kiinnostunut. Lisäksi kysyttiin millaisessa muodossa vastaaja kokee tarvitsevansa tietoa ilmastonmuutoksesta sekä minkälaista tietoa ilmastonmuutoksesta tarvitaan kuntapäätöksenteon kannalta. Tämän jälkeen tiedusteltiin kuinka tyytyväinen vastaaja on demokratian toimivuuteen Suomessa sekä esitettiin yleisiä väittämiä liittyen Suomen yhteiskuntaan ja politiikkaan. Lopuksi esitettiin vielä väittämiä liittyen ilmasto-opas -sivustoon. Taustamuuttujia ovat muun muassa puoluejäsenyys, kotikunnan koko luokiteltuna, ikäryhmä, sukupuoli, äidinkieli, koulutustaso sekä vaalipiiri."
},
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"fi": "Aineisto saattaa sisältää tunnistetietoja, joita ei ole muutettu (esim. henkilönimiä, asuinpaikkatietoja, työpaikkojen ja vastaavien nimiä). Aineisto-otteita julkaistessaan jatkokäyttäjän tulee tapauskohtaisesti harkita, mitä tietoja otteesta täytyy poistaa tai muuttaa tutkimuseettisten käytäntöjen mukaisesti."
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"description": {
"en": "The data consists of responses to a writing collection organized by the Finnish Literature Society. In their writings, people share their memories of celebrating birthdays. The call for writings provided respondents with several helpful questions to make writing easier. The questions asked, for example, how birthdays have been celebrated in the respondent's family and circle of friends, how the respondents have celebrated their birthdays throughout their life, how it feels to celebrate birthdays and be the center of attention, and how the respondent's attitude toward celebrating birthdays has changed with age. If the respondent did not celebrate birthdays, they were asked to explain why. Respondents were also asked to recall birthdays other than their own. The respondent's gender, year of birth, occupation, and location were included as background information, if provided.",
"fi": "Aineisto koostuu Suomalaisen Kirjallisuuden Seuran järjestämän Paljon onnea vaan! -muistitietokeruun kirjoitusvastauksista. Kirjoituksissa suomalaiset kertovat muistojaan syntymäpäiväjuhlien viettämisestä. Kirjoituskutsussa vastaajien avuksi annettiin useampia apukysymyksiä kirjoittamisen helpottamiseksi. Apukysymyksissä kysyttiin esimerkiksi, miten pyöreitä vuosia on juhlittu vastaajan perheessä ja lähipiirissä, kuinka vastaaja itse on viettänyt syntymäpäiviään elämänsä varrella, miltä syntymäpäivien viettäminen ja juhlan keskipisteenä oleminen tuntuu ja miten vastaajan suhtautuminen syntymäpäivien viettämiseen on iän myötä muuttunut. Jos vastaaja ei vietä syntymäpäiviä, pyydettiin kertomaan minkä vuoksi hän ei niitä vietä. Muistella sai myös muita kuin omia syntymäpäiviään. Taustatietona on mainittu vastaajan sukupuoli, syntymävuosi, ammatti ja paikkakunta, jos hän on antanut niistä tiedon."
},
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],
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"ystävät",
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"Childhood",
"Parties (social)",
"Families",
"Ceremonies",
"Friends",
"Customs and traditions",
"Vapaa-aika, matkailu ja urheilu",
"Perhe-elämä, avioliitto ja sukupolvet",
"Leisure, tourism and sport",
"Family life and marriage"
],
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"fi": "Aineistossa selvitetään Suomessa peruskoulua käyvien kuudesluokkalaisten tottumuksia liikuntaa, penkkiurheilua ja videopelaamista koskien. Aluksi vastaajilta tiedusteltiin, kuinka paljon he harrastavat vapaa-ajalla liikuntaa tai urheilua ilman aikuisen ohjausta sekä aikuisen ohjauksessa. Lisäksi kysyttiin, kuinka tärkeää liikunnan tai urheilun harrastaminen vastaajalle itselleen on. Seuraavaksi esitettiin kysymyksiä liittyen penkkiurheiluun ja sen tärkeyteen vastaajalle. Kysymykset koskivat liikunnan tai urheilun seuraamista niin paikan päällä liikuntapaikoilla kuin eri tiedotusvälineiden välityksellä. Kyselyn lopuksi vastaajilta tiedusteltiin, pelaavatko he erilaisia tietokone- ja konsolipelejä. Kiinnostuneita oltiin myös pelaamisen tärkeydestä vastaajalle. Taustamuuttujana aineistossa on sukupuoli."
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