agriculture- and fisheries-dependent households

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)

care practices

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

dietary data collection and assessment

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)

information and communication technology

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)

inter-method accuracy and agreement

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)

maternal time

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

measurement error

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

methodology

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

sub-Saharan Africa

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)

time use

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

validation

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)

validation studies

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

wearable camera

Bulungu, Andrea, Palla, Luigi, Priebe, Jan, Forsythe, Lora ORCID: https://orcid.org/0000-0001-9931-4453, Katic, Pamela ORCID: https://orcid.org/0000-0001-7594-1081, Varley, Gwendolyn, Galinda, Bernice, Nakimuli, Sarah, Nambooze, Joweria, Ferguson, Elaine and Wellard, Kate ORCID: https://orcid.org/0000-0003-4397-5361 (2022) Validation of an automated wearable camera-based image-assisted recall method and the 24-Hour recall method for assessing women’s time allocation in a nutritionally vulnerable population: the case of rural Uganda. Nutrients, 14:1833. ISSN 2072-6643 (Online) (doi:10.3390/nu14091833)

women of reproductive age

O’Meara, Lydia ORCID: https://orcid.org/0000-0002-0670-5322, Wellard, Kate, Nambooze, Joweria, Ongora, Patrick, Dominguez-Salas, Paula ORCID: https://orcid.org/0000-0001-8753-4221 and Ferguson, Elaine (2026) A novel automated participant-recorded dietary data collection method using low-cost mobile phones and interactive voice response with low-literacy women: a validation study in rural Uganda. Current Developments in Nutrition, 10 (5):107678. ISSN 2475-2991 (Online) (doi:10.1016/j.cdnut.2026.107678)