TY - JOUR
T1 - Terminal Digit Preference and Threshold Avoidance in Digital Blood Pressure Measurements During Pregnancy
T2 - Secondary Analysis of Data From the CLIP and PRECISE Cohorts
AU - CLIP Trials Study Group
AU - PRECISE Network
AU - von Dadelszen, Peter
AU - Sandhu, Akshdeep
AU - Bone, Jeffrey N.
AU - Qureshi, Rahat N.
AU - Dada, Olukayode A.
AU - Mallapur, Ashalata A.
AU - Temmerman, Marleen
AU - Volvert, Marie Laure
AU - Waiswa, Joseph
AU - Mukhanya, Moses
AU - Mistry, Hiten D.
AU - Goudar, Shivaprasad S.
AU - Jah, Hawanatu
AU - Koech, Angela
AU - Sacoor, Charfudin
AU - Vala, Anifa
AU - Munguambe, Khatia
AU - Roca, Anna
AU - Adetoro, Olelekan O.
AU - Sevene, Esperanca
AU - Vidler, Marianne
AU - Bellad, Mrutyunjaya B.
AU - Sotunsa, John
AU - Blencowe, Hannah J.
AU - Bhutta, Zulfiqar A.
AU - d'Alessandro, Umberto
AU - Ansermino, John Mark
AU - Dumont, Guy A.
AU - Magee, Laura A.
AU - Sevene, Esperança
AU - Macete, Eusébio
AU - Munguambe, Khátia
AU - Sacoor, Charfudin
AU - Vala, Anifa
AU - Boene, Helena
AU - Amose, Felizarda
AU - Pires, Rosa
AU - Nhamirre, Zefanias
AU - Macamo, Marta
AU - Chiaú, Rogério
AU - Matavele, Analisa
AU - Vilanculo, Faustino
AU - Nhancolo, Ariel
AU - Cutana, Silvestre
AU - Mandlate, Ernesto
AU - Macuacua, Salésio
AU - Hoodbhoy, Zahra
AU - Ahmed, Imran
AU - Koech, Angela
AU - Omuse, Geoffrey
N1 - Publisher Copyright:
© Peter von Dadelszen, Akshdeep Sandhu, Jeffrey N Bone, Rahat N Qureshi, Olukayode A Dada, Ashalata A Mallapur, Marleen Temmerman, Marie-Laure Volvert, Joseph Waiswa, Moses Mukhanya, Hiten D Mistry, Shivaprasad S Goudar, Hawanatu Jah, Angela Koech, Charfudin Sacoor, Anifa Vala, Khatia Munguambe, Anna Roca, Olelekan O Adetoro, Esperanca Sevene, Marianne Vidler, Mrutyunjaya B Bellad, John Sotunsa, Hannah J Blencowe, Zulfiqar A Bhutta, Umberto d'Alessandro, John Mark Ansermino, Guy A Dumont, Laura A Magee, CLIP Trials Study Group, PRECISE Network.
PY - 2026
Y1 - 2026
N2 - Background: Screening for, detecting, and managing pregnancy hypertension is a core function of antenatal care. To reduce both training requirements and the risks of measurement error in blood pressure (BP) values, automated and semiautomated BP devices have been validated in pregnant women with normal BP and pregnant women with hypertension and introduced for serial antenatal measurement of BP. Objectives: The study aimed to (1) determine whether or not repeated BP measurements reduced the presence of terminal digit preference and (2) discern whether or not there was evidence of threshold avoidance in the Community-Level Interventions for Preeclampsia (CLIP) trials compared with the purely observational Pregnancy Care Integrating Translational Science, Everywhere (PRECISE) cohorts. Methods: The BP 3AS1-2 and CRADLE Vital Signs Alert low-cost Microlife BP devices were used by trained research staff in the CLIP trials conducted in India, Mozambique, Nigeria (pilot trial only), and Pakistan and the PRECISE cohorts of unselected pregnant women and nonpregnant women of reproductive age recruited in the Gambia, Kenya, and Mozambique. Both devices algorithmically calculate systolic blood pressure and diastolic blood pressure values displayed on digital read-outs. All BP readings were entered manually into a digital platform, which averaged them as the BP for that visit; the first and second readings were averaged unless they were more than 10 mm Hg different, which triggered a third reading, and the second and third readings were averaged. Results: A total of 51,875 participants had their BP measured 438,404 times. Using raw BP values, there was terminal digit preference (129,539/911,500, 14.21% vs 10%; P<.001 values ended in zero). A total of 28,929 out of 437,446 (6.61%) dBP values were 62 mm Hg, compared with 9310 of 195,349 (4.77%) from the averaged values (P<.001); errors were obviated by averaging BP values. There was evidence of both threshold preference and avoidance in the CLIP trials and the PRECISE cohort. Conclusions: Given the excess of 62 mm Hg values, there is a shared inherent algorithmic error in the calculation of dBP in the BP 3AS1-2 and CRADLE Vital Signs Alert devices. Averaged BP measurements are important to reduce the impact of user errors in manually recording BP values. We recommend that automated and semiautomated BP devices should be connected wirelessly to automatically transfer readings to digital health records to further optimize care.
AB - Background: Screening for, detecting, and managing pregnancy hypertension is a core function of antenatal care. To reduce both training requirements and the risks of measurement error in blood pressure (BP) values, automated and semiautomated BP devices have been validated in pregnant women with normal BP and pregnant women with hypertension and introduced for serial antenatal measurement of BP. Objectives: The study aimed to (1) determine whether or not repeated BP measurements reduced the presence of terminal digit preference and (2) discern whether or not there was evidence of threshold avoidance in the Community-Level Interventions for Preeclampsia (CLIP) trials compared with the purely observational Pregnancy Care Integrating Translational Science, Everywhere (PRECISE) cohorts. Methods: The BP 3AS1-2 and CRADLE Vital Signs Alert low-cost Microlife BP devices were used by trained research staff in the CLIP trials conducted in India, Mozambique, Nigeria (pilot trial only), and Pakistan and the PRECISE cohorts of unselected pregnant women and nonpregnant women of reproductive age recruited in the Gambia, Kenya, and Mozambique. Both devices algorithmically calculate systolic blood pressure and diastolic blood pressure values displayed on digital read-outs. All BP readings were entered manually into a digital platform, which averaged them as the BP for that visit; the first and second readings were averaged unless they were more than 10 mm Hg different, which triggered a third reading, and the second and third readings were averaged. Results: A total of 51,875 participants had their BP measured 438,404 times. Using raw BP values, there was terminal digit preference (129,539/911,500, 14.21% vs 10%; P<.001 values ended in zero). A total of 28,929 out of 437,446 (6.61%) dBP values were 62 mm Hg, compared with 9310 of 195,349 (4.77%) from the averaged values (P<.001); errors were obviated by averaging BP values. There was evidence of both threshold preference and avoidance in the CLIP trials and the PRECISE cohort. Conclusions: Given the excess of 62 mm Hg values, there is a shared inherent algorithmic error in the calculation of dBP in the BP 3AS1-2 and CRADLE Vital Signs Alert devices. Averaged BP measurements are important to reduce the impact of user errors in manually recording BP values. We recommend that automated and semiautomated BP devices should be connected wirelessly to automatically transfer readings to digital health records to further optimize care.
KW - Africa
KW - South Asia
KW - blood pressure devices
KW - pregnancy
KW - terminal digit preference
KW - threshold avoidance
KW - women of reproductive age
UR - https://www.scopus.com/pages/publications/105041243286
U2 - 10.2196/73307
DO - 10.2196/73307
M3 - Article
C2 - 42234864
AN - SCOPUS:105041243286
SN - 2291-5222
VL - 14
JO - JMIR mHealth and uHealth
JF - JMIR mHealth and uHealth
M1 - e73307
ER -