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2. SEMA3: A free smartphone platform for daily life surveys.

Author

O'Brien, Sarah T., Dozo, Nerisa, Hinton, Jordan D. X., Moeck, Ella K., Susanto, Rio, Jayaputera, Glenn T., Sinnott, Richard O., Vu, Duy, Alvarez-Jimenez, Mario, Gleeson, John, and Koval, Peter

Subjects
*ECOLOGICAL momentary assessments (Clinical psychology), *MEDICAL scientists, *LONGITUDINAL method, *DIARY (Literary form), *SOCIAL scientists
Abstract

Traditionally, behavioral, social, and health science researchers have relied on global/retrospective survey methods administered cross-sectionally (i.e., on a single occasion) or longitudinally (i.e., on several occasions separated by weeks, months, or years). More recently, social and health scientists have added daily life survey methods (also known as intensive longitudinal methods or ambulatory assessment) to their toolkit. These methods (e.g., daily diaries, experience sampling, ecological momentary assessment) involve dense repeated assessments in everyday settings. To facilitate research using daily life survey methods, we present SEMA3 (http://www.SEMA3.com), a platform for designing and administering intensive longitudinal daily life surveys via Android and iOS smartphones. SEMA3 fills an important gap by providing researchers with a free, intuitive, and flexible platform with basic and advanced functionality. In this article, we describe SEMA3's development history and system architecture, provide an overview of how to design a study using SEMA3 and outline its key features, and discuss the platform's limitations and propose directions for future development of SEMA3. [ABSTRACT FROM AUTHOR]

Published
2024
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3. SEMA3: A Free Smartphone Platform for Daily Life Surveys

Author

O'Brien, Sarah Taylor, primary, Dozo, Nerisa, additional, Hinton, Jordan Daniel Xavier, additional, Moeck, Ella, additional, Susanto, Rio, additional, Jayaputera, Glenn, additional, Sinnott, Richard O., additional, Vu, Duy, additional, Alvarez-Jimenez, Mario, additional, Gleeson, John, additional, and Koval, Peter, additional

Published
2023
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4. Slate 1: Inbar, Pizarro, Knobe & Bloom (2009) Study 1

Author

Schmidt, Kathleen, Nosek, Brian, Klein, Richard, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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5. Slate 2: Hauser et al. (2007) Scenarios 3+4

Author

Schmidt, Kathleen, Nosek, Brian, Klein, Richard, Stouten, Jeroen, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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6. Slate 2: Risen & Gilovich (2008) Study 1

Author

Schmidt, Kathleen, Klein, Richard, Nosek, Brian, Pollmann, Monique, Chang, Jen-Ho, Houdek, Petr, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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7. Methods and Measures

Author

Schmidt, Kathleen, Klein, Richard, Nosek, Brian, Davis, William, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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8. Slate 1: Graham, Haidt, & Nosek (2009) Study 1

Author

Schmidt, Kathleen, Coen, Sharon, Keller, Victor, Nosek, Brian, Klein, Richard, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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9. ML2: The Effects

Author

Klein, Richard, Grahe, Jon, Levitan, Carmel, Schmidt, Kathleen, Vianello, Michelangelo, Axt, Jordan, Bahník, Štěpán, Bernstein, Michael, Bocian, Konrad, Brandt, Mark, Chandler, Jesse, Chatard, Armand, CHEN, Eva, Coen, Sharon, Conway, Morgan, Corker, Katherine, Davis, William, Devos, Thierry, Dunham, Yarrow, Galliani, Elisa, Haines, Elizabeth, Hasselman, Fred, Hicks, Joshua, Huntsinger, Jeffrey, IJzerman, Hans, Joy-Gaba, Jennifer, Kappes, Andreas, Keller, Victor, Krueger, Lacy, Lakens, Daniel, Mallett, Robyn, Morris, Wendy, Oikawa, Masanori, Pilati, Ronaldo, Rutchick, Abraham, Skorinko, Jeanine, van 't Veer, Anna, Vaughn, Leigh Ann, Vranka, Marek, Wichman, Aaron, Woodzicka, Julie, Zelenski, John, Nosek, Brian, Heffernan, Marie, Dalla Rosa, Anna, van Assen, Marcel, Innes-Ker, Åse, Lins, Samuel, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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10. Slate 1: Alter, Oppenheimer, Epley & Eyre (2007) Study 4

Author

Schmidt, Kathleen, Klein, Richard, Nosek, Brian, Krueger, Lacy, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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11. Slate 2: Knobe (2003) Study 1

Author

Schmidt, Kathleen, Klein, Richard, Nosek, Brian, Davis, William, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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12. Methods and Measures

Author

Coen, Sharon, Schmidt, Kathleen, Keller, Victor, Nosek, Brian, Klein, Richard, Chang, Jen-Ho, Houdek, Petr, Pollmann, Monique, Tybur, Joshua, Stouten, Jeroen, Green, Eva, Busching, Robert, Ujhelyi, Adrienn, Kende, Anna, Berkics, Mihaly, Orosz, Gabor, Maitner, Angela, Street, Chris, Ebersole, Charles, Collisson, Brian, Thomae, Manuela, Cantarero, Katarzyna, Sobkow, Agata, Traczyk, Jakub, Neto, Felix, English, Alexander, Sirlopu, David, John, Melissa-Sue, Eller, Anja, Freyre, Miguel-Ángel, Smith-Castro, Vanessa, Pérez, Rolando, Torres-Fernández, David, Nichols, Austin, Sundfelt, Oskar, Karabati, Serdar, Cemalcilar, Zeynep, Kamiloglu, Roza, Theriault, Jordan, Young, Liane, Easterbrook, Matthew, Babalola, Mayowa, Barlow, Fiona, McIntyre, Jason, Marotta, Satia, Salomon, Erika, O'Connor, Akira, Vásquez-Echeverría, Alejandro, Packard, Grant, Gill, Tripat, Adams, Byron, Adams, Reginald, Nelson, Anthony, Steiner, Troy, Cai, Huajian, Tang, Andrew, Giessner, Steffen, Hai, Kakul, Verniers, Catherine, Kervyn, Nicolas, Friedman, Mike, Schönbrodt, Felix, Gnambs, Timo, Karick, Haruna, Cheong, Winnee, Carmichael, Cheryl, Curran, Paul, Kappes, Heather, Haigh, Matthew, Myachykov, Andriy, Smith, Michael, Malingumu, Winfrida, Aveyard, Mark, Ghoshal, Tanuka, Tear, Morgan, Saeri, Alexander, Murphy, Sean, Dozo, Nerisa, Sekerdej, Maciek, Sacco, Airi, Gonzalez, Roberto, Gomez, Angel, Vázquez, Alexandra, Vega, Diego, Doğulu, Canay, Alper, Sinan, Dalgar, Ilker, Huynh, Ho, Kurtz, Jaime, Welch, Cheryl, Berry, Daniel, Coleman, Jennifer, O'Donnell, Susan, Cushman, Fiery, Pinter, Brad, Edlund, John, Dukes, Kristin, Ruggs, Enrica, Finck, Carolyn, Jimenez-Leal, William, Durrheim, Kevin, Williams, Lisa, Govia, Ishtar, Inbar, Yoel, Verschoor, Mark, de Vries, Marieke, de Bruijn, Maaike, Maassen, Esther, Kurapov, German, Milfont, Taciano, Frankowska, Natalia, Bialobrzeska, Olga, Wronska, Marta, Lazarevic, Ljiljana, Knezevic, Goran, Petrovic, Boban, Međedović, Janko, Grahek, Ivan, Cicero, David, Sowden, Walter, Lewis, Neil, and Hall, Michael

Published
2022
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13. Many Labs 2: Investigating Variation in Replicability Across Sample and Setting

Author

Salomon , Erika, Smith-Castro , Vanessa, Chang , Jen-Ho, Collisson , Brian, Malingumu , Winfrida, Karick , Haruna, Cambier , Fanny, Eller , Anja, Coleman , Jennifer, Kovacs , Carrie, Williams , Lisa, Pinter , Brad, Vranka , Marek, Packard , Grant, Zelenski , John, Sundfelt , Oskar, Hall , Michael, Thomae , Manuela, Schmidt , Kathleen, Haigh , Matthew, Finck , Carolyn, Galliani , Elisa, Steiner , Troy, Bernstein , Michael, Ebersole , Charles, Tybur , Joshua, Dunham , Yarrow, Stouten , Jeroen, Coen , Sharon, Smith , Michael, Gnambs , Timo, Hicks , Joshua, Giessner , Steffen, Osowiecka , Malgorzata, Devos , Thierry, Mallett , Robyn, English , Alexander, Nelson , Anthony, Cheong , Winnee, Petrovic , Boban, Ujhelyi , Adrienn, Gonzalez , Roberto, Berkics , Mihaly, Graham , Jesse, Nichols , Austin, Dozo , Nerisa, Tang , Andrew, Szumowska , Ewa, Skorinko , Jeanine, Rosa , Anna, Haines , Elizabeth, Myachykov , Andriy, Carmichael , Cheryl, Maitner , Angela, Vega , Diego, Van Der Hulst , Marije, Oikawa , Masanori, Ghoshal , Tanuka, Frankowska , Natalia, Saavedra , Patricio, Keller , Victor, Torres-Fernández , David, Huntsinger , Jeffrey, Sirlopu , David, ODonnell , Susan, Bialobrzeska , Olga, Levitan , Carmel, Berry , Daniel, Spachtholz , Philipp, Curran , Paul, Traczyk , Jakub, Kurapov , German, Kurtz , Jaime, Lakens , Daniel, Sacco , Airi, Corker , Katherine, Durrheim , Kevin, Chandler , Jesse, Cai , Huajian, Jimenez-Leal , William, Easterbrook , Matthew, Maassen , Esther, Saeri , Alexander, Brandt , Mark, Cantarero , Katarzyna, Hai , Kakul, Heffernan , Marie, Kende , Anna, Doğulu , Canay, Karabati , Serdar, Freyre , Miguel-Ángel, Voermans, Ingrid, Huynh , Ho, Busching , Robert, Nosek , Brian, Woodzicka , Julie, John , Melissa-Sue, Orosz , Gabor, Coen, Sharon, Van T Veer , Anna, Joy-Gaba , Jennifer, Dukes , Kristin, Marotta , Satia, Welch , Cheryl, Tear , Morgan, Lazarevic , Ljiljana, Kamiloglu , Roza, Van Assen , Marcel, Međedović , Janko, Podesta , Lysandra, Pollmann , Monique, Schönbrodt , Felix, Theriault , Jordan, De Bruijn , Maaike, Sekerdej , Maciek, Ms Ms, Alexandra, Pr. Pr., Nicolas, Grahe , Jon, Neto , Felix, Conway , Morgan, Klein , Richard, Mcintyre , Jason, Murphy , Sean, Adams Jr., Reginald, Kappes , Heather, Cushman , Fiery, Street , Chris, Wichman , Aaron, Lewis Jr., Neil, Babalola , Mayowa, Alper , Sinan, Hasselman , Fred, Aveyard , Mark, Saavedra, Patricio, Babalola, Mayowa, Torres-Fernández, David, Vianello , Michelangelo, Adams , Byron, Barlow , Fiona, Axt , Jordan, Bahník , Štěpán, Young , Liane, Sowden, Walter, Knezevic , Goran, Verschoor , Mark, Tanzer , Norbert, Edlund , John, De Vries, Marieke, Vaughn , Leigh, Morris , Wendy, Lins , Samuel, Rutchick , Abraham, Krueger , Lacy, Ijzerman , Hans, Green , Eva, Davis , William, Inbar , Yoel, Sobkow , Agata, Cicero , David, Bocian , Konrad, Houdek , Petr, Chatard , Armand, Gomez , Angel, Innes-Ker , Åse, Dalgar , Ilker, Echeverría , Alejandro, Milfont , Taciano, Cemalcilar , Zeynep, Wronska , Marta, Gill , Tripat, Verniers , Catherine, Pilati , Ronaldo, Friedman , Mike, Grahek , Ivan, Chen , Eva, Neijenhuijs , Koen, Pérez , Rolando, Kappes , Andreas, and Coen, S

Subjects
manylabs, PsyArXiv|Social and Behavioral Sciences, replication, bepress|Social and Behavioral Sciences, PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology, bepress|Social and Behavioral Sciences|Psychology|Personality and Social Contexts, bepress|Social and Behavioral Sciences|Psychology|Quantitative Psychology, PsyArXiv|Social and Behavioral Sciences|Quantitative Methods, psychology, PsyArXiv|Social and Behavioral Sciences|Social and Personality Psychology, WEIRD, bepress|Social and Behavioral Sciences|Psychology|Cognitive Psychology
Abstract

We conducted preregistered replications of 28 classic and contemporary published findings with protocols that were peer reviewed in advance to examine variation in effect magnitudes across sample and setting. Each protocol was administered to approximately half of 125 samples and 15,305 total participants from 36 countries and territories. Using conventional statistical significance (p < .05), fifteen (54%) of the replications provided evidence in the same direction and statistically significant as the original finding. With a strict significance criterion (p < .0001), fourteen (50%) provide such evidence reflecting the extremely high powered design. Seven (25%) of the replications had effect sizes larger than the original finding and 21 (75%) had effect sizes smaller than the original finding. The median comparable Cohen’s d effect sizes for original findings was 0.60 and for replications was 0.15. Sixteen replications (57%) had small effect sizes (< .20) and 9 (32%) were in the opposite direction from the original finding. Across settings, 11 (39%) showed significant heterogeneity using the Q statistic and most of those were among the findings eliciting the largest overall effect sizes; only one effect that was near zero in the aggregate showed significant heterogeneity. Only one effect showed a Tau > 0.20 indicating moderate heterogeneity. Nine others had a Tau near or slightly above 0.10 indicating slight heterogeneity. In moderation tests, very little heterogeneity was attributable to task order, administration in lab versus online, and exploratory WEIRD versus less WEIRD culture comparisons. Cumulatively, variability in observed effect sizes was more attributable to the effect being studied than the sample or setting in which it was studied.\ud \ud Data, materials and code available at: https://osf.io/8cd4r/

Published
2022
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14. Human Energy in the Context of Work-Nonwork Interface: A Look at the Everyday

Author

Badovinac, Juliana, additional, Chang, Chu-Hsiang, additional, Cho, Seonghee, additional, Chung, WonJoon, additional, Dahling, Jason, additional, Dozo, Nerisa, additional, Fritz, Charlotte, additional, Gabriel, Allison S., additional, Keller, Anita, additional, Kim, Sooyeol, additional, Parker, Stacey L., additional, Trougakos, John P., additional, and Zacher, Hannes, additional

Published
2020
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15. Many Labs 2: Investigating Variation in Replicability Across Samples and Settings

Author

Klein, Richard A., primary, Vianello, Michelangelo, additional, Hasselman, Fred, additional, Adams, Byron G., additional, Adams, Reginald B., additional, Alper, Sinan, additional, Aveyard, Mark, additional, Axt, Jordan R., additional, Babalola, Mayowa T., additional, Bahník, Štěpán, additional, Batra, Rishtee, additional, Berkics, Mihály, additional, Bernstein, Michael J., additional, Berry, Daniel R., additional, Bialobrzeska, Olga, additional, Binan, Evans Dami, additional, Bocian, Konrad, additional, Brandt, Mark J., additional, Busching, Robert, additional, Rédei, Anna Cabak, additional, Cai, Huajian, additional, Cambier, Fanny, additional, Cantarero, Katarzyna, additional, Carmichael, Cheryl L., additional, Ceric, Francisco, additional, Chandler, Jesse, additional, Chang, Jen-Ho, additional, Chatard, Armand, additional, Chen, Eva E., additional, Cheong, Winnee, additional, Cicero, David C., additional, Coen, Sharon, additional, Coleman, Jennifer A., additional, Collisson, Brian, additional, Conway, Morgan A., additional, Corker, Katherine S., additional, Curran, Paul G., additional, Cushman, Fiery, additional, Dagona, Zubairu K., additional, Dalgar, Ilker, additional, Dalla Rosa, Anna, additional, Davis, William E., additional, de Bruijn, Maaike, additional, De Schutter, Leander, additional, Devos, Thierry, additional, de Vries, Marieke, additional, Doğulu, Canay, additional, Dozo, Nerisa, additional, Dukes, Kristin Nicole, additional, Dunham, Yarrow, additional, Durrheim, Kevin, additional, Ebersole, Charles R., additional, Edlund, John E., additional, Eller, Anja, additional, English, Alexander Scott, additional, Finck, Carolyn, additional, Frankowska, Natalia, additional, Freyre, Miguel-Ángel, additional, Friedman, Mike, additional, Galliani, Elisa Maria, additional, Gandi, Joshua C., additional, Ghoshal, Tanuka, additional, Giessner, Steffen R., additional, Gill, Tripat, additional, Gnambs, Timo, additional, Gómez, Ángel, additional, González, Roberto, additional, Graham, Jesse, additional, Grahe, Jon E., additional, Grahek, Ivan, additional, Green, Eva G. T., additional, Hai, Kakul, additional, Haigh, Matthew, additional, Haines, Elizabeth L., additional, Hall, Michael P., additional, Heffernan, Marie E., additional, Hicks, Joshua A., additional, Houdek, Petr, additional, Huntsinger, Jeffrey R., additional, Huynh, Ho Phi, additional, IJzerman, Hans, additional, Inbar, Yoel, additional, Innes-Ker, Åse H., additional, Jiménez-Leal, William, additional, John, Melissa-Sue, additional, Joy-Gaba, Jennifer A., additional, Kamiloğlu, Roza G., additional, Kappes, Heather Barry, additional, Karabati, Serdar, additional, Karick, Haruna, additional, Keller, Victor N., additional, Kende, Anna, additional, Kervyn, Nicolas, additional, Knežević, Goran, additional, Kovacs, Carrie, additional, Krueger, Lacy E., additional, Kurapov, German, additional, Kurtz, Jamie, additional, Lakens, Daniël, additional, Lazarević, Ljiljana B., additional, Levitan, Carmel A., additional, Lewis, Neil A., additional, Lins, Samuel, additional, Lipsey, Nikolette P., additional, Losee, Joy E., additional, Maassen, Esther, additional, Maitner, Angela T., additional, Malingumu, Winfrida, additional, Mallett, Robyn K., additional, Marotta, Satia A., additional, Međedović, Janko, additional, Mena-Pacheco, Fernando, additional, Milfont, Taciano L., additional, Morris, Wendy L., additional, Murphy, Sean C., additional, Myachykov, Andriy, additional, Neave, Nick, additional, Neijenhuijs, Koen, additional, Nelson, Anthony J., additional, Neto, Félix, additional, Lee Nichols, Austin, additional, Ocampo, Aaron, additional, O’Donnell, Susan L., additional, Oikawa, Haruka, additional, Oikawa, Masanori, additional, Ong, Elsie, additional, Orosz, Gábor, additional, Osowiecka, Malgorzata, additional, Packard, Grant, additional, Pérez-Sánchez, Rolando, additional, Petrović, Boban, additional, Pilati, Ronaldo, additional, Pinter, Brad, additional, Podesta, Lysandra, additional, Pogge, Gabrielle, additional, Pollmann, Monique M. H., additional, Rutchick, Abraham M., additional, Saavedra, Patricio, additional, Saeri, Alexander K., additional, Salomon, Erika, additional, Schmidt, Kathleen, additional, Schönbrodt, Felix D., additional, Sekerdej, Maciej B., additional, Sirlopú, David, additional, Skorinko, Jeanine L. M., additional, Smith, Michael A., additional, Smith-Castro, Vanessa, additional, Smolders, Karin C. H. J., additional, Sobkow, Agata, additional, Sowden, Walter, additional, Spachtholz, Philipp, additional, Srivastava, Manini, additional, Steiner, Troy G., additional, Stouten, Jeroen, additional, Street, Chris N. H., additional, Sundfelt, Oskar K., additional, Szeto, Stephanie, additional, Szumowska, Ewa, additional, Tang, Andrew C. W., additional, Tanzer, Norbert, additional, Tear, Morgan J., additional, Theriault, Jordan, additional, Thomae, Manuela, additional, Torres, David, additional, Traczyk, Jakub, additional, Tybur, Joshua M., additional, Ujhelyi, Adrienn, additional, van Aert, Robbie C. M., additional, van Assen, Marcel A. L. M., additional, van der Hulst, Marije, additional, van Lange, Paul A. M., additional, van ’t Veer, Anna Elisabeth, additional, Vásquez- Echeverría, Alejandro, additional, Ann Vaughn, Leigh, additional, Vázquez, Alexandra, additional, Vega, Luis Diego, additional, Verniers, Catherine, additional, Verschoor, Mark, additional, Voermans, Ingrid P. J., additional, Vranka, Marek A., additional, Welch, Cheryl, additional, Wichman, Aaron L., additional, Williams, Lisa A., additional, Wood, Michael, additional, Woodzicka, Julie A., additional, Wronska, Marta K., additional, Young, Liane, additional, Zelenski, John M., additional, Zhijia, Zeng, additional, and Nosek, Brian A., additional

Published
2018
Full Text
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16. Many Labs 2: Investigating Variation in Replicability Across Samples and Settings

Author

Klein, Richard A., Vianello, Michelangelo, Hasselman, Fred, Adams, Byron G., Adams, Reginald B., Alper, Sinan, Aveyard, Mark, Axt, Jordan R., Babalola, Mayowa T., Bahník, Štěpán, Batra, Rishtee, Berkics, Mihály, Bernstein, Michael J., Berry, Daniel R., Bialobrzeska, Olga, Binan, Evans Dami, Bocian, Konrad, Brandt, Mark J., Busching, Robert, Rédei, Anna Cabak, Cai, Huajian, Cambier, Fanny, Cantarero, Katarzyna, Carmichael, Cheryl L., Ceric, Francisco, Chandler, Jesse, Chang, Jen-Ho, Chatard, Armand, Chen, Eva E., Cheong, Winnee, Cicero, David C., Coen, Sharon, Coleman, Jennifer A., Collisson, Brian, Conway, Morgan A., Corker, Katherine S., Curran, Paul G., Cushman, Fiery, Dagona, Zubairu K., Dalgar, Ilker, Dalla Rosa, Anna, Davis, William E., de Bruijn, Maaike, De Schutter, Leander, Devos, Thierry, de Vries, Marieke, Doğulu, Canay, Dozo, Nerisa, Dukes, Kristin Nicole, Dunham, Yarrow, Durrheim, Kevin, Ebersole, Charles R., Edlund, John E., Eller, Anja, English, Alexander Scott, Finck, Carolyn, Frankowska, Natalia, Freyre, Miguel-ángel, Friedman, Mike, Galliani, Elisa Maria, Gandi, Joshua C., Ghoshal, Tanuka, Giessner, Steffen R., Gill, Tripat, Gnambs, Timo, Gómez, Ángel, González, Roberto, Graham, Jesse, Grahe, Jon E., Grahek, Ivan, Green, Eva G.T., Hai, Kakul, Haigh, Matthew, Haines, Elizabeth L., Hall, Michael P., Heffernan, Marie E., Hicks, Joshua A., Houdek, Petr, Huntsinger, Jeffrey R., Huynh, Ho Phi, Ijzerman, Hans, Inbar, Yoel, Innes-ker, Åse H., Jiménez-leal, William, John, Melissa-sue, Joy-gaba, Jennifer A., Kamiloğlu, Roza G., Kappes, Heather Barry, Karabati, Serdar, Karick, Haruna, Keller, Victor N., Kende, Anna, Kervyn, Nicolas, Knežević, Goran, Kovacs, Carrie, Krueger, Lacy E., Kurapov, German, Kurtz, Jamie, Lakens, Daniël, Lazarević, Ljiljana B., Levitan, Carmel A., Lewis, Neil A., Lins, Samuel, Lipsey, Nikolette P., Losee, Joy E., Maassen, Esther, Maitner, Angela T., Malingumu, Winfrida, Mallett, Robyn K., Marotta, Satia A., Međedović, Janko, Mena-pacheco, Fernando, Milfont, Taciano L., Morris, Wendy L., Murphy, Sean C., Myachykov, Andriy, Neave, Nick, Neijenhuijs, Koen, Nelson, Anthony J., Neto, Félix, Lee Nichols, Austin, Ocampo, Aaron, O’donnell, Susan L., Oikawa, Haruka, Oikawa, Masanori, Ong, Elsie, Orosz, Gábor, Osowiecka, Malgorzata, Packard, Grant, Pérez-sánchez, Rolando, Petrović, Boban, Pilati, Ronaldo, Pinter, Brad, Podesta, Lysandra, Pogge, Gabrielle, Pollmann, Monique M. H., Rutchick, Abraham M., Saavedra, Patricio, Saeri, Alexander K., Salomon, Erika, Schmidt, Kathleen, Schönbrodt, Felix D., Sekerdej, Maciej B., Sirlopú, David, Skorinko, Jeanine L. M., Smith, Michael A., Smith-castro, Vanessa, Smolders, Karin C.H.J., Sobkow, Agata, Sowden, Walter, Spachtholz, Philipp, Srivastava, Manini, Steiner, Troy G., Stouten, Jeroen, Street, Chris N.H., Sundfelt, Oskar K., Szeto, Stephanie, Szumowska, Ewa, Tang, Andrew C.W., Tanzer, Norbert, Tear, Morgan J., Theriault, Jordan, Thomae, Manuela, Torres, David, Traczyk, Jakub, Tybur, Joshua M., Ujhelyi, Adrienn, Van Aert, Robbie C. M., Van Assen, Marcel A. L. M., Van Der Hulst, Marije, Van Lange, Paul A. M., Van ’t Veer, Anna Elisabeth, Vásquez- Echeverría, Alejandro, Ann Vaughn, Leigh, Vázquez, Alexandra, Vega, Luis Diego, Verniers, Catherine, Verschoor, Mark, Voermans, Ingrid P. J., Vranka, Marek A., Welch, Cheryl, Wichman, Aaron L., Williams, Lisa A., Wood, Michael, Woodzicka, Julie A., Wronska, Marta K., Young, Liane, Zelenski, John M., Zhijia, Zeng, Nosek, Brian A., Klein, Richard A., Vianello, Michelangelo, Hasselman, Fred, Adams, Byron G., Adams, Reginald B., Alper, Sinan, Aveyard, Mark, Axt, Jordan R., Babalola, Mayowa T., Bahník, Štěpán, Batra, Rishtee, Berkics, Mihály, Bernstein, Michael J., Berry, Daniel R., Bialobrzeska, Olga, Binan, Evans Dami, Bocian, Konrad, Brandt, Mark J., Busching, Robert, Rédei, Anna Cabak, Cai, Huajian, Cambier, Fanny, Cantarero, Katarzyna, Carmichael, Cheryl L., Ceric, Francisco, Chandler, Jesse, Chang, Jen-Ho, Chatard, Armand, Chen, Eva E., Cheong, Winnee, Cicero, David C., Coen, Sharon, Coleman, Jennifer A., Collisson, Brian, Conway, Morgan A., Corker, Katherine S., Curran, Paul G., Cushman, Fiery, Dagona, Zubairu K., Dalgar, Ilker, Dalla Rosa, Anna, Davis, William E., de Bruijn, Maaike, De Schutter, Leander, Devos, Thierry, de Vries, Marieke, Doğulu, Canay, Dozo, Nerisa, Dukes, Kristin Nicole, Dunham, Yarrow, Durrheim, Kevin, Ebersole, Charles R., Edlund, John E., Eller, Anja, English, Alexander Scott, Finck, Carolyn, Frankowska, Natalia, Freyre, Miguel-ángel, Friedman, Mike, Galliani, Elisa Maria, Gandi, Joshua C., Ghoshal, Tanuka, Giessner, Steffen R., Gill, Tripat, Gnambs, Timo, Gómez, Ángel, González, Roberto, Graham, Jesse, Grahe, Jon E., Grahek, Ivan, Green, Eva G.T., Hai, Kakul, Haigh, Matthew, Haines, Elizabeth L., Hall, Michael P., Heffernan, Marie E., Hicks, Joshua A., Houdek, Petr, Huntsinger, Jeffrey R., Huynh, Ho Phi, Ijzerman, Hans, Inbar, Yoel, Innes-ker, Åse H., Jiménez-leal, William, John, Melissa-sue, Joy-gaba, Jennifer A., Kamiloğlu, Roza G., Kappes, Heather Barry, Karabati, Serdar, Karick, Haruna, Keller, Victor N., Kende, Anna, Kervyn, Nicolas, Knežević, Goran, Kovacs, Carrie, Krueger, Lacy E., Kurapov, German, Kurtz, Jamie, Lakens, Daniël, Lazarević, Ljiljana B., Levitan, Carmel A., Lewis, Neil A., Lins, Samuel, Lipsey, Nikolette P., Losee, Joy E., Maassen, Esther, Maitner, Angela T., Malingumu, Winfrida, Mallett, Robyn K., Marotta, Satia A., Međedović, Janko, Mena-pacheco, Fernando, Milfont, Taciano L., Morris, Wendy L., Murphy, Sean C., Myachykov, Andriy, Neave, Nick, Neijenhuijs, Koen, Nelson, Anthony J., Neto, Félix, Lee Nichols, Austin, Ocampo, Aaron, O’donnell, Susan L., Oikawa, Haruka, Oikawa, Masanori, Ong, Elsie, Orosz, Gábor, Osowiecka, Malgorzata, Packard, Grant, Pérez-sánchez, Rolando, Petrović, Boban, Pilati, Ronaldo, Pinter, Brad, Podesta, Lysandra, Pogge, Gabrielle, Pollmann, Monique M. H., Rutchick, Abraham M., Saavedra, Patricio, Saeri, Alexander K., Salomon, Erika, Schmidt, Kathleen, Schönbrodt, Felix D., Sekerdej, Maciej B., Sirlopú, David, Skorinko, Jeanine L. M., Smith, Michael A., Smith-castro, Vanessa, Smolders, Karin C.H.J., Sobkow, Agata, Sowden, Walter, Spachtholz, Philipp, Srivastava, Manini, Steiner, Troy G., Stouten, Jeroen, Street, Chris N.H., Sundfelt, Oskar K., Szeto, Stephanie, Szumowska, Ewa, Tang, Andrew C.W., Tanzer, Norbert, Tear, Morgan J., Theriault, Jordan, Thomae, Manuela, Torres, David, Traczyk, Jakub, Tybur, Joshua M., Ujhelyi, Adrienn, Van Aert, Robbie C. M., Van Assen, Marcel A. L. M., Van Der Hulst, Marije, Van Lange, Paul A. M., Van ’t Veer, Anna Elisabeth, Vásquez- Echeverría, Alejandro, Ann Vaughn, Leigh, Vázquez, Alexandra, Vega, Luis Diego, Verniers, Catherine, Verschoor, Mark, Voermans, Ingrid P. J., Vranka, Marek A., Welch, Cheryl, Wichman, Aaron L., Williams, Lisa A., Wood, Michael, Woodzicka, Julie A., Wronska, Marta K., Young, Liane, Zelenski, John M., Zhijia, Zeng, and Nosek, Brian A.

Abstract

We conducted preregistered replications of 28 classic and contemporary published findings, with protocols that were peer reviewed in advance, to examine variation in effect magnitudes across samples and settings. Each protocol was administered to approximately half of 125 samples that comprised 15,305 participants from 36 countries and territories. Using the conventional criterion of statistical significance (p < .05), we found that 15 (54%) of the replications provided evidence of a statistically significant effect in the same direction as the original finding. With a strict significance criterion (p < .0001), 14 (50%) of the replications still provided such evidence, a reflection of the extremely high-powered design. Seven (25%) of the replications yielded effect sizes larger than the original ones, and 21 (75%) yielded effect sizes smaller than the original ones. The median comparable Cohen’s ds were 0.60 for the original findings and 0.15 for the replications. The effect sizes were small (< 0.20) in 16 of the replications (57%), and 9 effects (32%) were in the direction opposite the direction of the original effect. Across settings, the Q statistic indicated significant heterogeneity in 11 (39%) of the replication effects, and most of those were among the findings with the largest overall effect sizes; only 1 effect that was near zero in the aggregate showed significant heterogeneity according to this measure. Only 1 effect had a tau value greater than .20, an indication of moderate heterogeneity. Eight others had tau values near or slightly above .10, an indication of slight heterogeneity. Moderation tests indicated that very little heterogeneity was attributable to the order in which the tasks were performed or whether the tasks were administered in lab versus online. Exploratory comparisons revealed little heterogeneity between Western, educated, industrialized, rich, and democratic (WEIRD) cultures and less WEIRD cultures (i.e., cultures with relati

Published
2018

17. Many labs 2:Investigating variation in replicability across samples and settings

Author

Klein, Richard A., Vianello, Michelangelo, Hasselman, Fred, Adams, Byron G., Adams, Reginald B., Alper, Sinan, Aveyard, Mark, Axt, Jordan R., Babalola, Mayowa T., Bahník, Štěpán, Batra, Rishtee, Berkics, Mihály, Bernstein, Michael J., Berry, Daniel R., Bialobrzeska, Olga, Binan, Evans Dami, Bocian, Konrad, Brandt, Mark J., Busching, Robert, Rédei, Anna Cabak, Cai, Huajian, Cambier, Fanny, Cantarero, Katarzyna, Carmichael, Cheryl L., Ceric, Francisco, Chandler, Jesse, Chang, Jen Ho, Chatard, Armand, Chen, Eva E., Cheong, Winnee, Cicero, David C., Coen, Sharon, Coleman, Jennifer A., Collisson, Brian, Conway, Morgan A., Corker, Katherine S., Curran, Paul G., Cushman, Fiery, Dagona, Zubairu K., Dalgar, Ilker, Dalla Rosa, Anna, Davis, William E., de Bruijn, Maaike, De Schutter, Leander, Devos, Thierry, de Vries, Marieke, Doğulu, Canay, Dozo, Nerisa, Dukes, Kristin Nicole, Dunham, Yarrow, Durrheim, Kevin, Ebersole, Charles R., Edlund, John E., Eller, Anja, English, Alexander Scott, Finck, Carolyn, Frankowska, Natalia, Freyre, Miguel Ángel, Friedman, Mike, Galliani, Elisa Maria, Gandi, Joshua C., Ghoshal, Tanuka, Giessner, Steffen R., Gill, Tripat, Gnambs, Timo, Gómez, Ángel, González, Roberto, Graham, Jesse, Grahe, Jon E., Grahek, Ivan, Green, Eva G.T., Hai, Kakul, Haigh, Matthew, Haines, Elizabeth L., Hall, Michael P., Heffernan, Marie E., Hicks, Joshua A., Houdek, Petr, Huntsinger, Jeffrey R., Huynh, Ho Phi, Ijzerman, Hans, Inbar, Yoel, Innes-Ker, Åse H., Jiménez-Leal, William, John, Melissa Sue, Joy-Gaba, Jennifer A., Kamiloğlu, Roza G., Kappes, Heather Barry, Karabati, Serdar, Karick, Haruna, Keller, Victor N., Kende, Anna, Kervyn, Nicolas, Knežević, Goran, Kovacs, Carrie, Krueger, Lacy E., Kurapov, German, Kurtz, Jamie, Lakens, Daniël, Lazarević, Ljiljana B., Levitan, Carmel A., Lewis, Neil A., Lins, Samuel, Lipsey, Nikolette P., Losee, Joy E., Maassen, Esther, Maitner, Angela T., Malingumu, Winfrida, Mallett, Robyn K., Marotta, Satia A., Međedović, Janko, Mena-Pacheco, Fernando, Milfont, Taciano L., Morris, Wendy L., Murphy, Sean C., Myachykov, Andriy, Neave, Nick, Neijenhuijs, Koen, Nelson, Anthony J., Neto, Félix, Nichols, Austin Lee, Ocampo, Aaron, O’donnell, Susan L., Oikawa, Haruka, Oikawa, Masanori, Ong, Elsie, Orosz, Gábor, Osowiecka, Malgorzata, Packard, Grant, Pérez-Sánchez, Rolando, Petrović, Boban, Pilati, Ronaldo, Pinter, Brad, Podesta, Lysandra, Pogge, Gabrielle, Pollmann, Monique M.H., Rutchick, Abraham M., Saavedra, Patricio, Saeri, Alexander K., Salomon, Erika, Schmidt, Kathleen, Schönbrodt, Felix D., Sekerdej, Maciej B., Sirlopú, David, Skorinko, Jeanine L.M., Smith, Michael A., Smith-Castro, Vanessa, Smolders, Karin C.H.J., Sobkow, Agata, Sowden, Walter, Spachtholz, Philipp, Srivastava, Manini, Steiner, Troy G., Stouten, Jeroen, Street, Chris N.H., Sundfelt, Oskar K., Szeto, Stephanie, Szumowska, Ewa, Tang, Andrew C.W., Tanzer, Norbert, Tear, Morgan J., Theriault, Jordan, Thomae, Manuela, Torres, David, Traczyk, Jakub, Tybur, Joshua M., Ujhelyi, Adrienn, van Aert, Robbie C.M., van Assen, Marcel A.L.M., van der Hulst, Marije, van Lange, Paul A.M., van ’t Veer, Anna Elisabeth, Vásquez-Echeverría, Alejandro, Vaughn, Leigh Ann, Vázquez, Alexandra, Vega, Luis Diego, Verniers, Catherine, Verschoor, Mark, Voermans, Ingrid P.J., Vranka, Marek A., Welch, Cheryl, Wichman, Aaron L., Williams, Lisa A., Wood, Michael, Woodzicka, Julie A., Wronska, Marta K., Young, Liane, Zelenski, John M., Zhijia, Zeng, Nosek, Brian A., Klein, Richard A., Vianello, Michelangelo, Hasselman, Fred, Adams, Byron G., Adams, Reginald B., Alper, Sinan, Aveyard, Mark, Axt, Jordan R., Babalola, Mayowa T., Bahník, Štěpán, Batra, Rishtee, Berkics, Mihály, Bernstein, Michael J., Berry, Daniel R., Bialobrzeska, Olga, Binan, Evans Dami, Bocian, Konrad, Brandt, Mark J., Busching, Robert, Rédei, Anna Cabak, Cai, Huajian, Cambier, Fanny, Cantarero, Katarzyna, Carmichael, Cheryl L., Ceric, Francisco, Chandler, Jesse, Chang, Jen Ho, Chatard, Armand, Chen, Eva E., Cheong, Winnee, Cicero, David C., Coen, Sharon, Coleman, Jennifer A., Collisson, Brian, Conway, Morgan A., Corker, Katherine S., Curran, Paul G., Cushman, Fiery, Dagona, Zubairu K., Dalgar, Ilker, Dalla Rosa, Anna, Davis, William E., de Bruijn, Maaike, De Schutter, Leander, Devos, Thierry, de Vries, Marieke, Doğulu, Canay, Dozo, Nerisa, Dukes, Kristin Nicole, Dunham, Yarrow, Durrheim, Kevin, Ebersole, Charles R., Edlund, John E., Eller, Anja, English, Alexander Scott, Finck, Carolyn, Frankowska, Natalia, Freyre, Miguel Ángel, Friedman, Mike, Galliani, Elisa Maria, Gandi, Joshua C., Ghoshal, Tanuka, Giessner, Steffen R., Gill, Tripat, Gnambs, Timo, Gómez, Ángel, González, Roberto, Graham, Jesse, Grahe, Jon E., Grahek, Ivan, Green, Eva G.T., Hai, Kakul, Haigh, Matthew, Haines, Elizabeth L., Hall, Michael P., Heffernan, Marie E., Hicks, Joshua A., Houdek, Petr, Huntsinger, Jeffrey R., Huynh, Ho Phi, Ijzerman, Hans, Inbar, Yoel, Innes-Ker, Åse H., Jiménez-Leal, William, John, Melissa Sue, Joy-Gaba, Jennifer A., Kamiloğlu, Roza G., Kappes, Heather Barry, Karabati, Serdar, Karick, Haruna, Keller, Victor N., Kende, Anna, Kervyn, Nicolas, Knežević, Goran, Kovacs, Carrie, Krueger, Lacy E., Kurapov, German, Kurtz, Jamie, Lakens, Daniël, Lazarević, Ljiljana B., Levitan, Carmel A., Lewis, Neil A., Lins, Samuel, Lipsey, Nikolette P., Losee, Joy E., Maassen, Esther, Maitner, Angela T., Malingumu, Winfrida, Mallett, Robyn K., Marotta, Satia A., Međedović, Janko, Mena-Pacheco, Fernando, Milfont, Taciano L., Morris, Wendy L., Murphy, Sean C., Myachykov, Andriy, Neave, Nick, Neijenhuijs, Koen, Nelson, Anthony J., Neto, Félix, Nichols, Austin Lee, Ocampo, Aaron, O’donnell, Susan L., Oikawa, Haruka, Oikawa, Masanori, Ong, Elsie, Orosz, Gábor, Osowiecka, Malgorzata, Packard, Grant, Pérez-Sánchez, Rolando, Petrović, Boban, Pilati, Ronaldo, Pinter, Brad, Podesta, Lysandra, Pogge, Gabrielle, Pollmann, Monique M.H., Rutchick, Abraham M., Saavedra, Patricio, Saeri, Alexander K., Salomon, Erika, Schmidt, Kathleen, Schönbrodt, Felix D., Sekerdej, Maciej B., Sirlopú, David, Skorinko, Jeanine L.M., Smith, Michael A., Smith-Castro, Vanessa, Smolders, Karin C.H.J., Sobkow, Agata, Sowden, Walter, Spachtholz, Philipp, Srivastava, Manini, Steiner, Troy G., Stouten, Jeroen, Street, Chris N.H., Sundfelt, Oskar K., Szeto, Stephanie, Szumowska, Ewa, Tang, Andrew C.W., Tanzer, Norbert, Tear, Morgan J., Theriault, Jordan, Thomae, Manuela, Torres, David, Traczyk, Jakub, Tybur, Joshua M., Ujhelyi, Adrienn, van Aert, Robbie C.M., van Assen, Marcel A.L.M., van der Hulst, Marije, van Lange, Paul A.M., van ’t Veer, Anna Elisabeth, Vásquez-Echeverría, Alejandro, Vaughn, Leigh Ann, Vázquez, Alexandra, Vega, Luis Diego, Verniers, Catherine, Verschoor, Mark, Voermans, Ingrid P.J., Vranka, Marek A., Welch, Cheryl, Wichman, Aaron L., Williams, Lisa A., Wood, Michael, Woodzicka, Julie A., Wronska, Marta K., Young, Liane, Zelenski, John M., Zhijia, Zeng, and Nosek, Brian A.

Abstract

We conducted preregistered replications of 28 classic and contemporary published findings, with protocols that were peer reviewed in advance, to examine variation in effect magnitudes across samples and settings. Each protocol was administered to approximately half of 125 samples that comprised 15,305 participants from 36 countries and territories. Using the conventional criterion of statistical significance (p <.05), we found that 15 (54%) of the replications provided evidence of a statistically significant effect in the same direction as the original finding. With a strict significance criterion (p <.0001), 14 (50%) of the replications still provided such evidence, a reflection of the extremely highpowered design. Seven (25%) of the replications yielded effect sizes larger than the original ones, and 21 (75%) yielded effect sizes smaller than the original ones. The median comparable Cohen’s ds were 0.60 for the original findings and 0.15 for the replications. The effect sizes were small (< 0.20) in 16 of the replications (57%), and 9 effects (32%) were in the direction opposite the direction of the original effect. Across settings, the Q statistic indicated significant heterogeneity in 11 (39%) of the replication effects, and most of those were among the findings with the largest overall effect sizes; only 1 effect that was near zero in the aggregate showed significant heterogeneity according to this measure. Only 1 effect had a tau value greater than.20, an indication of moderate heterogeneity. Eight others had tau values near or slightly above.10, an indication of slight heterogeneity. Moderation tests indicated that very little heterogeneity was attributable to the order in which the tasks were performed or whether the tasks were administered in lab versus online. Exploratory comparisons revealed little heterogeneity between Western, educated, industrialized, rich, and democratic (WEIRD) cultures and less WEIRD cultures (i.e., cultures with relative

Published
2018

18. Many Labs 2: Investigating Variation in Replicability Across Sample and Setting

Author

Klein, Richard Anthony, primary, Vianello, Michelangelo, additional, Hasselman, Fred, additional, Adams, Byron Gregory, additional, Adams, Reginald B., additional, Alper, Sinan, additional, Aveyard, Mark, additional, Axt, Jordan, additional, Babalola, Mayowa Tosin, additional, Bahník, Štěpán, additional, Berkics, Mihaly, additional, Bernstein, Michael Jason, additional, Berry, Daniel R., additional, Bialobrzeska, Olga, additional, Bocian, Konrad, additional, Brandt, Mark, additional, Busching, Robert, additional, Cai, Huajian, additional, Cambier, Fanny, additional, Cantarero, Katarzyna, additional, Carmichael, Cheryl L, additional, Cemalcilar, Zeynep, additional, Chandler, Jesse J., additional, Chang, Jen-Ho, additional, Chatard, Armand, additional, CHEN, Eva, additional, Cheong, Winnee, additional, Cicero, David C, additional, Coen, Sharon, additional, Coleman, Jennifer A., additional, Collisson, Brian, additional, Conway, Morgan Anna, additional, Corker, Katherine S., additional, Curran, Paul G, additional, Cushman, Fiery Andrews, additional, Dalgar, Ilker, additional, Davis, William E., additional, de Bruijn, Maaike Jolise, additional, de Vries, Marieke, additional, Devos, Thierry, additional, Doğulu, Canay, additional, Dozo, Nerisa, additional, Dukes, Kristin Nicole, additional, Dunham, Yarrow, additional, Durrheim, Kevin, additional, Easterbrook, Matthew, additional, Ebersole, Charles R., additional, Edlund, John, additional, English, Alexander Scott, additional, Eller, Anja, additional, Finck, Carolyn, additional, Freyre, Miguel-Ángel, additional, Friedman, Mike, additional, Frankowska, Natalia, additional, Galliani, Elisa Maria, additional, Ghoshal, Tanuka, additional, Giessner, Steffen Robert, additional, Gill, Tripat, additional, Gnambs, Timo, additional, Gomez, Angel, additional, Gonzalez, Roberto, additional, Graham, Jesse, additional, Grahe, Jon E., additional, Grahek, Ivan, additional, Green, Eva, additional, Hai, Kakul, additional, Haigh, Matthew, additional, Haines, Elizabeth L., additional, Hall, Michael P., additional, Heffernan, Marie E., additional, Hicks, Joshua A., additional, Houdek, Petr, additional, van der Hulst, Marije, additional, Huntsinger, Jeffrey R., additional, Huynh, Ho Phi, additional, IJzerman, Hans, additional, Inbar, Yoel, additional, Innes-Ker, Åse, additional, Jimenez-Leal, William, additional, John, Melissa-Sue, additional, Joy-Gaba, Jennifer Alana, additional, Kamiloglu, Roza Gizem, additional, Kappes, Andreas, additional, Kappes, Heather Barry, additional, Karabati, Serdar, additional, Karick, Haruna, additional, Keller, Victor N., additional, Kende, Anna, additional, Kervyn, Nicolas /, additional, Knezevic, Goran, additional, Kovacs, Carrie, additional, Krueger, Lacy Elise, additional, Kurapov, German, additional, Kurtz, Jaime, additional, Lakens, Daniel, additional, Lazarevic, Ljiljana B., additional, Levitan, Carmel, additional, Lewis, Neil Anthony, additional, Lins, Samuel, additional, Maassen, Esther, additional, Maitner, Angela, additional, Malingumu, Winfrida, additional, Mallett, Robyn, additional, Marotta, Satia Adele, additional, McIntyre, Jason Cameron, additional, Međedović, Janko Mileta, additional, Milfont, Taciano L, additional, Morris, Wendy, additional, Myachykov, Andriy, additional, Murphy, Sean Christopher, additional, Neijenhuijs, Koen Ilja, additional, Nelson, Anthony J., additional, Neto, Felix Fernando Monteiro, additional, Nichols, Austin Lee, additional, O'Donnell, Susan L., additional, Oikawa, Masanori, additional, Orosz, Gabor, additional, Osowiecka, Malgorzata, additional, Packard, Grant, additional, Pérez, Rolando, additional, Petrovic, Boban, additional, Pilati, Ronaldo, additional, Pinter, Brad, additional, Podesta, Lysandra Maria, additional, Pollmann, Monique Maria Henriettte, additional, Dalla Rosa, Anna, additional, Rutchick, Abraham M., additional, Saavedra, Patricio, additional, Sacco, Airi, additional, Saeri, Alexander K, additional, Salomon, Erika, additional, Schmidt, Kathleen, additional, Schönbrodt, Felix D., additional, Sekerdej, Maciek Borys, additional, Sirlopu, David Ricardo, additional, Skorinko, Jeanine, additional, Smith, Michael A., additional, Smith-Castro, Vanessa, additional, Sobkow, Agata, additional, Sowden, Walter J., additional, Spachtholz, Philipp, additional, Steiner, Troy G., additional, Stouten, Jeroen, additional, Street, Chris N. H., additional, Sundfelt, Oskar, additional, Szumowska, Ewa, additional, Tang, Andrew, additional, Tanzer, Norbert K., additional, Tear, Morgan James, additional, Theriault, Jordan E., additional, Thomae, Manuela, additional, Torres-Fernández, David, additional, Traczyk, Jakub, additional, Tybur, Joshua M., additional, Ujhelyi, Adrienn, additional, van Assen, Marcel A. L. M., additional, van 't Veer, Anna Elisabeth, additional, Vásquez-Echeverría, Alejandro, additional, Vaughn, Leigh Ann, additional, Vázquez, Alexandra ., additional, Vega, Diego, additional, Verniers, Catherine, additional, Verschoor, Mark, additional, Voermans, Ingrid, additional, Vranka, Marek Albert, additional, Welch, Cheryl Alyssa, additional, Wichman, Aaron Lee, additional, Williams, Lisa A., additional, Woodzicka, Julie A., additional, Wronska, Marta Katarzyna, additional, Young, Liane, additional, Zelenski, John M., additional, and Nosek, Brian A., additional

Published
2018
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19. Many Labs 2: Investigating Variation in Replicability Across Sample and Setting

Author

Klein, Richard, Vianello, Michelangelo, Hasselman, Fred, Adams, Byron, Adams, Reginald, Alper, Sinan, Vega, Diego, Aveyard, Mark, Axt, Jordan, Babalola, Mayowa, Bahník, Štěpán, Barlow, Fiona, Berkics, Mihaly, Bernstein, Michael, Berry, Daniel, Bialobrzeska, Olga, Bocian, Konrad, Brandt, Mark, Busching, Robert, Cai, Huajian, Cantarero, Katarzyna, Carmichael, Cheryl, Cemalcilar, Zeynep, Chandler, Jesse, Chang, Jen-Ho, Chatard, Armand, CHEN, Eva, Cheong, Winnee, Cicero, David, Coen, Sharon, Coleman, Jennifer, Collisson, Brian, Conway, Morgan, Corker, Katherine, Curran, Paul, Cushman, Fiery, Dalgar, Ilker, Davis, William, de Bruijn, Maaike, de Vries, Marieke, Devos, Thierry, Doğulu, Canay, Dozo, Nerisa, Dukes, Kristin, Dunham, Yarrow, Durrheim, Kevin, Easterbrook, Matthew, Ebersole, Charles, Edlund, John, English, Alexander, Eller, Anja, Finck, Carolyn, Freyre, Miguel-Ángel, Frankowska, Natalia, Friedman, Mike, Galliani, Elisa, Ghoshal, Tanuka, Giessner, Steffen, Gill, Tripat, Gnambs, Timo, Gonzalez, Roberto, Govia, Ishtar, Grahe, Jon, Grahek, Ivan, Green, Eva, Hai, Kakul, Haigh, Matthew, Haines, Elizabeth, Hall, Michael, Heffernan, Marie, Hicks, Joshua, Houdek, Petr, Huntsinger, Jeffrey, Huynh, Ho, IJzerman, Hans, Inbar, Yoel, Innes-Ker, Åse, Gomez, Angel, John, Melissa-Sue, Jimenez-Leal, William, Joy-Gaba, Jennifer, Kamiloglu, Roza, Kappes, Andreas, Kappes, Heather, Karabati, Serdar, Karick, Haruna, Keller, Victor, Kende, Anna, Kervyn, Nicolas, Knezevic, Goran, Krueger, Lacy, Kurapov, German, Kurtz, Jaime, Lakens, Daniel, Lazarevic, Ljiljana, Levitan, Carmel, Lewis, Neil, Lins, Samuel, Maassen, Esther, Maitner, Angela, Malingumu, Winfrida, Mallett, Robyn, Marotta, Satia, McIntyre, Jason, Međedović, Janko, Milfont, Taciano, Morris, Wendy, Myachykov, Andriy, Murphy, Sean, Nelson, Anthony, Neto, Felix, Nichols, Austin, O'Donnell, Susan, Oikawa, Masanori, Orosz, Gabor, Packard, Grant, Pérez, Rolando, Petrovic, Boban, Pilati, Ronaldo, Pinter, Brad, Pollmann, Monique, Dalla Rosa, Anna, Ruggs, Enrica, Rutchick, Abraham, Sacco, Airi, Saeri, Alexander, Salomon, Erika, Schmidt, Kathleen, Schönbrodt, Felix, Sekerdej, Maciek, Sirlopu, David, Skorinko, Jeanine, Smith, Michael, Smith-Castro, Vanessa, Sobkow, Agata, Sowden, Walter, Steiner, Troy, Stouten, Jeroen, Street, Chris, Sundfelt, Oskar, Tang, Andrew, Tear, Morgan, Theriault, Jordan, Thomae, Manuela, Torres-Fernández, David, Traczyk, Jakub, Tybur, Joshua, Ujhelyi, Adrienn, van Assen, Marcel, van 't Veer, Anna, Vásquez-Echeverría, Alejandro, Vaughn, Leigh Ann, Vázquez, Alexandra, Verniers, Catherine, Verschoor, Mark, Vranka, Marek, Welch, Cheryl, Wichman, Aaron, Williams, Lisa, Woodzicka, Julie, Wronska, Marta, Young, Liane, Zelenski, John, and Nosek, Brian

Subjects
replication, psychology
Abstract

In Many Labs 2, we will employ an expanded version of the Many Labs paradigm to investigate a substantial number of new effects and further examine the findings from Many Labs 1.

Published
2014
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22. Human Energy in the Context of Work-Nonwork Interface: A Look at the Everyday.

Author

Sooyeol Kim, Badovinac, Juliana, Chu-Hsiang Chang, Seonghee Cho, WonJoon Chung, Dahling, Jason, Dozo, Nerisa, Fritz, Charlotte, Gabriel, Allison S., Keller, Anita, Parker, Stacey L., Trougakos, John P., and Zacher, Hannes

Abstract

In the modern workplace, employees are increasingly faced with high work demands, long work hours, and intensive time pressure, all of which present challenges for employees' use and management of their personal resources at work. To better understand human energy in work organizations and its implications, we need to examine human employees' energy management strategies in dealing with everyday demands -- that is, human energy is influenced by practices, activities, experiences, and small actions that would seem rather ordinary and mundane in people's routine work and life (e.g., eating, recovery activities at or off work, or reattachment). Specifically, it is important to understand the blurry boundary between work and personal domains in modern society, due to the prevalence of communication technology (e.g., the Internet, Smartphone, and PC). In other words, employees' workplace experiences (e.g., stressors) could influence their personal domain activities, and vice versa. Thus, this symposium aims to stimulate a scholarly conversation and move forward our understanding of human energy in organizations using the lens of the everyday work- and non-work spillover effects. Employing diverse sets of methods and contexts, papers in this symposium reveal how energy-related activities, practices, experiences, and small actions in people's everyday routine in both domains may involve unique individual choices, shape individuals' experiences and behavior, and even influence workplace outcomes that do not appear to directly relate to energy. In line with this year's Academy Meeting theme "Broadening our Sight", our symposium also highlights a purpose of organizations that goes beyond pursuing economic profit and lies in constructing positive human experiences and fulfilling human capacity potential in the workplace. [ABSTRACT FROM AUTHOR]

Published
2020
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23. SEMA 3 : A free smartphone platform for daily life surveys.

Author

O'Brien ST, Dozo N, Hinton JDX, Moeck EK, Susanto R, Jayaputera GT, Sinnott RO, Vu D, Alvarez-Jimenez M, Gleeson J, and Koval P

Subjects
Humans, Surveys and Questionnaires, Longitudinal Studies, Mobile Applications, Smartphone
Abstract

Traditionally, behavioral, social, and health science researchers have relied on global/retrospective survey methods administered cross-sectionally (i.e., on a single occasion) or longitudinally (i.e., on several occasions separated by weeks, months, or years). More recently, social and health scientists have added daily life survey methods (also known as intensive longitudinal methods or ambulatory assessment) to their toolkit. These methods (e.g., daily diaries, experience sampling, ecological momentary assessment) involve dense repeated assessments in everyday settings. To facilitate research using daily life survey methods, we present SEMA 3 ( http://www.SEMA3.com ), a platform for designing and administering intensive longitudinal daily life surveys via Android and iOS smartphones. SEMA 3 fills an important gap by providing researchers with a free, intuitive, and flexible platform with basic and advanced functionality. In this article, we describe SEMA 3 's development history and system architecture, provide an overview of how to design a study using SEMA 3 and outline its key features, and discuss the platform's limitations and propose directions for future development of SEMA 3 ., (© 2024. The Author(s).)

Published
2024
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