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J. Metsämuuronen

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Papers by J. Metsämuuronen

Research paper thumbnail of Kvantitatiivinen analyysi III: Tilastollinen päätöksenteko. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Kvantitatiivinen analyysi I: Metodologian perusteet. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Kvantitatiivinen analyysi II: Tilastollisen kuvauksen perusteet. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Reminder of the Directional Nature of the Product–Moment Correlation Coefficient

Academia Letters

Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmet... more Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmetric measure of association because it produces equal estimate irrespective of how two variables in the analysis are declared. However, when the scales of the variables differ from each other, PMC is unambiguously a directional measure directed so that the variable with a wider scale (X) explains the order or response pattern in the variable with a narrower scale (g) and not in the opposite direction nor symmetrically. Hence, whenever the statistic r2 is calculated as is usually seen in the general scatterplots, this statistic is always a directional measure if the scales differ from each other; this should be kept in mind when interpreting r-squared statistics.

Research paper thumbnail of Sosiaali- ja terveysalan työn tulevaisuuden osaamistarpeet - ennakointihankkeen välivaihetietoja: otos ja asiantuntijat

Research paper thumbnail of Kvalitatiivinen analyysi. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Delfi-tekniikan kritiikistä

Research paper thumbnail of Delfi-tekniikka sosiaali- ja terveydenhuollon tulevaisuuden osaamistarpeiden tutkimisessa

Research paper thumbnail of Sosiaali- ja terveydenhuollon tulevaisuuden osaamistarpeiden ennakointi

Research paper thumbnail of Sosiaali- ja terveydenhuollon työn tulevaisuus muutoksessa

Research paper thumbnail of SPSS for Windows Aloittelevan Tutkijan Kaytossa Opetusmoniste Ammattikorkeakoulutasolle

Opetushallitus, 1997

Peer reviewed as an emerging construction technology DISCLAIMER Purdue University does not endors... more Peer reviewed as an emerging construction technology DISCLAIMER Purdue University does not endorse this technology or represents that the information presented can be relied upon without further investigation.

Research paper thumbnail of Reminder of the Directional Nature of the Product–Moment Correlation Coefficient

Academia Letters, 2022

Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmet... more Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmetric measure of association because it produces equal estimate irrespective of how two variables in the analysis are declared. However, when the scales of the variables differ from each other, PMC is unambiguously a directional measure directed so that the variable with a wider scale (X) explains the order or response pattern in the variable with a narrower scale (g) and not in the opposite direction nor symmetrically. Hence, whenever the statistic r2 is calculated as is usually seen in the general scatterplots, this statistic is always a directional measure if the scales differ from each other; this should be kept in mind when interpreting r-squared statistics.

Research paper thumbnail of Omaehtoinen oppiminen ja motiivistruktuurit

Research paper thumbnail of Examining Mathematics-Related Affect and Its Development During Comprehensive School Years in Finland

Research paper thumbnail of Physical fitness in adolescents with normal weight and overweight

Scandinavian Journal of Medicine & Science in Sports, 2007

Research paper thumbnail of Synagogakoulun eetos ja käytänteet ajanlaskumme alussa

Kasvatus & Aika 3 (2009): 2, 2009

Research paper thumbnail of Changes in Achievement in and Attitude toward Mathematics of the Finnish Children from Grade 0 to 9—A Longitudinal Study

Journal of Educational and Developmental Psychology, 2014

Research paper thumbnail of Effect of Repeated Testing to the Development of Vocabulary, Nominal Structures and Verbal Morphology

The repeating testing has shown to increase the general proficiency level of the students. Metsam... more The repeating testing has shown to increase the general proficiency level of the students. Metsamuuronen (2013) showed with an experimental study that the overall achievement level in a secondary language enhanced statistically significantly whit repeated testing design. Previously, Tuvling (1967) and Karpicke & Roediger (2008) showed with a laboratory experiment that remembering the material studied is the most efficient with repeated testing sessions rather than with repeated studying sessions. An explanation for this, given by Lasry, Levy and Tremblay (2008), is that the repeated testing leads to multiple traces to the memory, which optimizes recall. This study concentrates on the increase in the proficiency level in Vocabulary, Nominal structures and Verbal Morphology after the set of exhaustive testing sessions. It also reviles change in the proficiency levels of the students in these areas during the study process. The experimental group gained more than the control group in a...

Research paper thumbnail of Mittarin rakentaminen ja testiteorian perusteet

Research paper thumbnail of Äidinkielen Ja Kirjallisuuden Oppimistulosten Ja Asenteiden Muuttuminen Perusopetuksen Ylempien Vuosiluokkien Aikana

... asetelman tutkia sitä, kuinka äidinkielen osaaminen on muuttunut peruskoulussa kolmen vuoden ... more ... asetelman tutkia sitä, kuinka äidinkielen osaaminen on muuttunut peruskoulussa kolmen vuoden aikana siirryttäessä 6. vuosiluokalta 9 vuosiluo-kalle. ... Näin saatiin hieman tarkempaa tietoa – 9. luokan mittauksessa käytetty mit-tari oli pidempi kuin 6. luokan osaamista ...

Research paper thumbnail of Kvantitatiivinen analyysi III: Tilastollinen päätöksenteko. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Kvantitatiivinen analyysi I: Metodologian perusteet. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Kvantitatiivinen analyysi II: Tilastollisen kuvauksen perusteet. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Reminder of the Directional Nature of the Product–Moment Correlation Coefficient

Academia Letters

Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmet... more Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmetric measure of association because it produces equal estimate irrespective of how two variables in the analysis are declared. However, when the scales of the variables differ from each other, PMC is unambiguously a directional measure directed so that the variable with a wider scale (X) explains the order or response pattern in the variable with a narrower scale (g) and not in the opposite direction nor symmetrically. Hence, whenever the statistic r2 is calculated as is usually seen in the general scatterplots, this statistic is always a directional measure if the scales differ from each other; this should be kept in mind when interpreting r-squared statistics.

Research paper thumbnail of Sosiaali- ja terveysalan työn tulevaisuuden osaamistarpeet - ennakointihankkeen välivaihetietoja: otos ja asiantuntijat

Research paper thumbnail of Kvalitatiivinen analyysi. Opetusmoniste ammattikorkeakoulutasolle

Research paper thumbnail of Delfi-tekniikan kritiikistä

Research paper thumbnail of Delfi-tekniikka sosiaali- ja terveydenhuollon tulevaisuuden osaamistarpeiden tutkimisessa

Research paper thumbnail of Sosiaali- ja terveydenhuollon tulevaisuuden osaamistarpeiden ennakointi

Research paper thumbnail of Sosiaali- ja terveydenhuollon työn tulevaisuus muutoksessa

Research paper thumbnail of SPSS for Windows Aloittelevan Tutkijan Kaytossa Opetusmoniste Ammattikorkeakoulutasolle

Opetushallitus, 1997

Peer reviewed as an emerging construction technology DISCLAIMER Purdue University does not endors... more Peer reviewed as an emerging construction technology DISCLAIMER Purdue University does not endorse this technology or represents that the information presented can be relied upon without further investigation.

Research paper thumbnail of Reminder of the Directional Nature of the Product–Moment Correlation Coefficient

Academia Letters, 2022

Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmet... more Product-moment correlation coefficient (PMC), "Pearson correlation", is usually taken as a symmetric measure of association because it produces equal estimate irrespective of how two variables in the analysis are declared. However, when the scales of the variables differ from each other, PMC is unambiguously a directional measure directed so that the variable with a wider scale (X) explains the order or response pattern in the variable with a narrower scale (g) and not in the opposite direction nor symmetrically. Hence, whenever the statistic r2 is calculated as is usually seen in the general scatterplots, this statistic is always a directional measure if the scales differ from each other; this should be kept in mind when interpreting r-squared statistics.

Research paper thumbnail of Omaehtoinen oppiminen ja motiivistruktuurit

Research paper thumbnail of Examining Mathematics-Related Affect and Its Development During Comprehensive School Years in Finland

Research paper thumbnail of Physical fitness in adolescents with normal weight and overweight

Scandinavian Journal of Medicine & Science in Sports, 2007

Research paper thumbnail of Synagogakoulun eetos ja käytänteet ajanlaskumme alussa

Kasvatus & Aika 3 (2009): 2, 2009

Research paper thumbnail of Changes in Achievement in and Attitude toward Mathematics of the Finnish Children from Grade 0 to 9—A Longitudinal Study

Journal of Educational and Developmental Psychology, 2014

Research paper thumbnail of Effect of Repeated Testing to the Development of Vocabulary, Nominal Structures and Verbal Morphology

The repeating testing has shown to increase the general proficiency level of the students. Metsam... more The repeating testing has shown to increase the general proficiency level of the students. Metsamuuronen (2013) showed with an experimental study that the overall achievement level in a secondary language enhanced statistically significantly whit repeated testing design. Previously, Tuvling (1967) and Karpicke & Roediger (2008) showed with a laboratory experiment that remembering the material studied is the most efficient with repeated testing sessions rather than with repeated studying sessions. An explanation for this, given by Lasry, Levy and Tremblay (2008), is that the repeated testing leads to multiple traces to the memory, which optimizes recall. This study concentrates on the increase in the proficiency level in Vocabulary, Nominal structures and Verbal Morphology after the set of exhaustive testing sessions. It also reviles change in the proficiency levels of the students in these areas during the study process. The experimental group gained more than the control group in a...

Research paper thumbnail of Mittarin rakentaminen ja testiteorian perusteet

Research paper thumbnail of Äidinkielen Ja Kirjallisuuden Oppimistulosten Ja Asenteiden Muuttuminen Perusopetuksen Ylempien Vuosiluokkien Aikana

... asetelman tutkia sitä, kuinka äidinkielen osaaminen on muuttunut peruskoulussa kolmen vuoden ... more ... asetelman tutkia sitä, kuinka äidinkielen osaaminen on muuttunut peruskoulussa kolmen vuoden aikana siirryttäessä 6. vuosiluokalta 9 vuosiluo-kalle. ... Näin saatiin hieman tarkempaa tietoa – 9. luokan mittauksessa käytetty mit-tari oli pidempi kuin 6. luokan osaamista ...

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