Study: first author (year) [ref] |
Country |
Country income status |
Cohort study design |
Recruitment period |
Number of women analysed |
Population characteristicsa |
Method to correct for confounders |
Method to estimate gestational age |
Quality assessment |
Ai-Jie (2013) [26] |
China |
Middle |
Retrospective |
1/2006 to 3/2008 |
155 |
Twins excluded, rural and urban setting |
None |
No description |
Poor |
Albert (2020) [27] |
Canada |
High |
Retrospective |
1/1/1997 to 31/1/2018 |
477 |
Twins excluded, women recruited from a provincial surveillance database, 46.1% smoking, 23.3% alcohol use, 26% IDU |
Risk factor analysis |
Ultrasound in first and/or second trimester |
Average |
Azria (2009) [28] |
France |
High |
Retrospective |
1/2003 to 6/2007 |
300 |
Twins excluded, women recruited from a level III maternity unit, urban setting, hospital deliveries, 4.3% smoking during pregnancy, 1.7% history of IDU |
Risk factor analysis, matching |
First day of LNMP, corrected if needed by routine first trimester ultrasound |
Average |
Bailey (2013) [29] |
Ukraine |
Middle |
Retrospective |
2008 to 2010 |
3535 |
First born twin included, hospital deliveries, 14.7% history of IDU |
None |
LNMP and ultrasound (unspecified) |
Poor |
Balogun (2018) [30] |
Canada |
High |
Prospective |
9/2010 to 12/2015 |
104 |
Twins excluded, women recruited from four sites in Toronto, 0% smoking |
Risk factor analysis, matching |
LNMP confirmed by ultrasound (unspecified) |
Average |
Bengtson (2020) [31] |
South Africa |
Middle |
Prospective |
3/2013 to 8/2015 |
1116 |
Twins excluded, women recruited from antenatal care clinics in Gugulethu Cape Town, urban setting, 17.2% alcohol use |
None |
Ultrasound (unspecified), LNMP, or symphysis-fundal height |
Poor |
Boer (2006) [32] |
Netherlands |
High |
Retrospective |
12/1997 to 7/2003 |
294 |
First born twin included, women recruited from an academic medical centre, 12.9% smoking, 1.7% history of IDU |
Regression analysis, matching |
LMNP confirmed by first trimester ultrasound |
Poor |
Boyajian (2012) [33] |
Canada |
High |
Retrospective |
1/1/2003 to 10/1/2010 |
364 |
Second twin excluded, women recruited from tertiary pregnancy referral centre, hospital deliveries, 6.3% smokers, 1.4% IDU |
Regression analysis, risk factor analysis, matching |
No description |
Average |
Carceller (2009) [34] |
Canada |
High |
Retrospective |
1997 to 2005 |
412 |
Recruited from a tertiary hospital in Montreal, urban setting, hospital deliveries |
None |
No description |
Poor |
Chagomerana (2017) [35] |
Malawi |
Low |
Retrospective |
1/4/2012 to 15/11/2015 |
3074 |
Twins excluded, urban setting, hospital deliveries |
Regression analysis |
LNMP |
Average |
Chen (2012) [36] |
Botswana |
Middle |
Retrospective |
1/5/2009 to 30/4/2011 |
33148 |
First born twin included, hospital deliveries, 5.3% alcohol use, 1.7% smoking |
Regression analysis, risk factor analysis |
LNMP, symphysis-fundal height, or ultrasound (unspecified) |
Average |
Chibwesha (2016) [37] |
Zambia |
Low |
Retrospective |
1/2/2006 to 31/12/2012 |
200557 |
First born twin included, women recruited from MNCH health system, urban setting |
None |
LNMP and symphysis-fundal height |
Poor |
Cooper (2002) [38] |
USA |
High |
Prospective |
1/1990 to 6/2000 |
1542 |
Twins excluded, 31% IDU |
Risk factor analysis |
LNMP, ultrasound (unspecified), symphysis-fundal height, or neonatal assessment (unspecified) |
Poor |
Cotter (2006) [39] |
USA |
High |
Prospective |
1/1990 to 12/2002 |
1337 |
Twins excluded, 5.4% alcohol use, 11.2% smoking, 17.8% IDU, women recruited from medical centre, hospital deliveries |
Regression analysis, risk factor analysis |
LNMP and/or ultrasound (unspecified) |
Poor |
Dadabhai (2019) [40] |
Malawi |
Low |
Prospective |
1/2016 to 9/2017 |
1299 |
Twins excluded, 96% of deliveries occurred in healthcare facilities, urban setting |
Regression analysis |
Ballard score and LNMP |
Average |
De Souza (2000) [41] |
USA |
High |
Retrospective |
1/1/1990 to 31/12/1994 |
403 |
First born twin included, women recruited from a tertiary hospital, 18.9% IDU |
Risk factor analysis |
No description |
Average |
Garcia-Otero (2019) [42] |
Spain |
High |
Prospective |
12/2014 to 3/2017 |
94 |
Women recruited from hospital and hospital clinic, urban setting, 20.2% smoking, 3.2% IDU |
Risk factor analysis |
No description |
Average |
Goetghebuer (2019) [43] |
Belgium |
High |
Prospective |
12/2010 to 11/2013 |
255 |
Women recruited from hospital antenatal clinic, urban setting, 9.2% smoking, 10.1% alcohol use |
Risk factor analysis |
Ballard score |
Average |
Haeri (2009) [44] |
USA |
High |
Retrospective |
1/2000 to 1/2007 |
453 |
Women recruited from two tertiary care centres, 13.3% smoking |
Regression analysis, risk factor analysis, matching |
LNMP and ultrasound (unspecified) |
Average |
Hernandez (2017) [45] |
Spain |
High |
Prospective |
6/2006 to 12/2007 |
56 |
Twins excluded, women recruited from maternofetal medicine department of hospital, urban setting, 25% smoking, 0% alcohol use, 0% IDU |
Risk factor analysis, matching |
No description |
Average |
Hu (2019) [46] |
China |
Middle |
Prospective |
10/2009 to 5/2018 |
802 |
Twins included, urban setting |
Regression analysis, risk factor analysis |
First or second trimester ultrasound, in the absence of ultrasound LNMP used |
Average |
Joseph (2011) [47] |
Nigeria |
Middle |
Retrospective |
1/2008 to 6/2009 |
249 |
Twins excluded, women recruited from a tertiary referral centre, hospital deliveries |
Risk factor analysis |
No description |
Average |
Jumare (2019) [48] |
Nigeria |
Middle |
Prospective |
2013 to 2017 |
424 |
Twins included, women recruited from a specialist hospital, urban setting |
Risk factor analysis |
LNMP |
Average |
Kakkar (2015) [49] |
Canada |
High |
Prospective |
1988 to 2011 |
589 |
Twins excluded, women recruited from a tertiary referral centre and the largest maternal-health centre in the province |
Regression analysis, risk factor analysis |
LNMP and ultrasound (unspecified) |
Average |
Kowalska (2003) [50] |
Poland |
Middle |
Prospective |
1/1995 to 2/2003 |
102 |
Twins included, women recruited from an outpatient HIV clinic, 47.1% IDU |
Risk factor analysis |
LNMP |
Poor |
Li (2016) [13] |
Tanzania |
Low |
Prospective |
11/2004 to 9/2011 |
3314 |
Women recruited from hospitals, health centres and dispensaries, urban setting |
Risk factor analysis |
LNMP and symphysis-fundal height |
Poor |
Li (2020) [51] |
China |
Middle |
Prospective |
10/2014 to 9/2017 |
1449 |
Twins excluded, women recruited from midwifery hospitals |
Regression analysis, risk factor analysis |
LNMP or ultrasound (unspecified) |
Average |
Liff (2020) [52] |
Botswana |
Middle |
Prospective |
4/2016 to 4/2017 |
179 |
Twins excluded, women recruited from 8 nationwide delivery sites |
Risk factor analysis |
Second trimester ultrasound |
Poor |
Lopez (2012) [53] |
Spain |
High |
Retrospective |
1/1986 to 6/2010 |
1557 |
Twins excluded, women recruited from a tertiary hospital, urban setting, hospital deliveries, 55.2% smoking |
Regression analysis, risk factor analysis, matching |
Second trimester ultrasound |
Poor |
Malaba (2017) [54] |
South Africa |
Middle |
Prospective |
4/2013 to 8/2015 |
1793 |
Twins excluded, recruited from large community primary care facility, urban setting |
Regression analysis, risk factor analysis |
LNMP and symphysis-fundal height |
Average |
Malaba (2018) [55] |
South Africa |
Middle |
Prospective |
4/2014 to 10/2016 |
1787 |
Twins excluded, women recruited from a large primary care antenatal clinic, urban setting |
Regression analysis |
LNMP and symphysis-fundal height |
Average |
Mandelbrot (1998) [56] |
France |
High |
Retrospective |
1/9/1985 to 31/12/1996 |
2834 |
Twins excluded, 31% IDU, recruited from obstetrical services, hospital deliveries |
None |
LNMP, confirmed by first trimester ultrasound |
Poor |
Marazzi (2011) [57] |
Malawi and Mozambique |
Low |
Retrospective |
7/2005 to 6/2009 |
3273 |
Twins included, women recruited from DREAM centres |
Regression analysis |
LNMP and clinical exam (unspecified) |
Average |
Marti (2007) [58] |
Spain |
High |
Prospective |
1/1/1997 to 31/12/2003 |
167 |
Twins excluded, women recruited from hospital, hospital deliveries, urban setting, 1% IDU |
None |
No description |
Poor |
Matheson (1995) [59] |
USA |
High |
Prospective |
3/1986 to 12/1993 |
321 |
Twins excluded, 41.7% IDU |
Risk factor analysis |
Ballard score |
Average |
Mehta (2019) [60] |
South Africa |
Middle |
Retrospective |
7/10/2013 to 6/10/2014 |
10293 |
Twins included, women recruited from hospital, urban setting, hospital deliveries, 0.09% smoking, 0.2% alcohol use, 0.04% IDU |
Risk factor analysis |
LNMP, ultrasound (unspecified) |
Average |
Moodley (2016) [61] |
South Africa |
Middle |
Retrospective |
7/2011 to 12/2011, 1/2014 to 6/2014 |
9847 |
Twins excluded, data abstracted from maternity registers of a regional hospital |
Regression analysis, risk factor analysis |
LNMP and/or ultrasound (unspecified) |
Average |
Moseholm (2019) [62] |
Denmark |
High |
Retrospective |
1/1/2000 to 31/12/2016 |
2980 |
Twins excluded, women recruited from specialized clinical centres for treatment and care of pregnant women living with HIV, 7.6% smoking during pregnancy |
Risk factor analysis, matching |
No description |
Average |
Olagbuji (2010) [63] |
Nigeria |
Middle |
Prospective |
1/2007 to 12/2008 |
406 |
Twins excluded, women recruited from a tertiary referral centre, all delivered in a healthcare facility |
Risk factor analysis |
No description |
Poor |
Phiri (2015) [64] |
USA |
High |
Retrospective |
1/1/1994 to 31/12/2009 |
790 |
6.7% alcohol use, 25% smoking, 11% IDU |
Regression analysis |
LNMP, ultrasound (unspecified), and clinical assessment |
Poor |
Ramokolo (2017) [65] |
South Africa |
Middle |
Retrospective |
10/2012 to 5/2013 |
8778 |
Women recruited from primary health facilities |
Risk factor analysis |
LNMP |
Average |
Rempis (2017) [66] |
Uganda |
Low |
Retrospective |
2/2013 to 12/2013 |
412 |
Twins excluded, all deliveries in a private referral hospital |
Risk factor analysis |
No description |
Poor |
Rudin (2011) [67] |
Switzerland |
High |
Prospective |
1984 to 2007 |
1040 |
Twins excluded, 22% smoking, 26% IDU |
None |
No description |
Poor |
Santosa (2019) [68] |
South Africa |
Middle |
Prospective |
28/5/2013 to 20/7/2016 |
633 |
Twins excluded, women recruited from hospital, 98.7% hospital deliveries, urban setting, 6.4% smoking, 8.2% alcohol |
Regression analysis, risk factor analysis |
Ultrasound <14 weeks |
Good |
Saums (2019) [69] |
USA |
High |
Retrospective |
2011 to 2018 |
3729 |
Women recruited from hospital, urban setting, hospital deliveries, 11.5% smoking, 2.9% alcohol use, 13.4% IDU |
Risk factor analysis |
No description |
Average |
Schulte (2007) [70] |
USA |
High |
Retrospective |
1989 to 2004 |
11231 |
27.6% history of IDU |
Regression analysis |
LNMP, ultrasound (unspecified), neonatal assessment (unspecified) |
Poor |
Sebitloane (2017) [71] |
South Africa |
Middle |
Retrospective |
1/4/2011 to 30/4/2014 |
1461 |
Twins excluded, women recruited at a regional hospital, urban setting, hospital deliveries |
None |
No description |
Poor |
Short (2014) [72] |
United Kingdom |
High |
Retrospective |
1996 to 2010 |
331 |
Twins included, women recruited from a HIV antenatal clinic, urban setting, deliveries in a tertiary hospital, 13% smoking |
None |
No description |
Poor |
Silverman (2010) [73] |
Zambia |
Low |
Retrospective |
Unspecified |
1238 |
Twins included |
Risk factor analysis |
No description |
Poor |
Simonds (1998) [74] |
USA |
High |
Retrospective |
1985 to 12/1995 |
1366 |
Twins excluded, 18.4% IDU |
None |
Ballard score |
Poor |
Snijdewind (2018) [75] |
Netherlands |
High |
Retrospective |
1/1997 to 2/2015 |
10795 |
Twins excluded, women recruited from 26 nationwide sites, 10.8% smoking, 11.7% alcohol use, 0.6% IDU |
Risk factor analysis |
Early ultrasound or LNMP |
Average |
Tiam (2019) [76] |
Lesotho |
Middle |
Prospective |
6/2014 to 2/2016 |
1594 |
Women recruited from 14 mixed setting study centres across 3 districts, 91.6% delivered in a health facility |
None |
LNMP |
Poor |
Townsend ECS (2010) [18] |
Belgium, Denmark, Germany, Italy, Netherlands, Poland, Spain, Sweden, United Kingdom |
High |
Prospective |
1990 to 2006 |
4253 |
Twins excluded, 35.4% IDU |
Regression analysis |
LNMP and/or ultrasound (unspecified) |
Poor |
Townsend NSHPC (2010) [18] |
United Kingdom, Ireland |
High |
Prospective |
1990 to 2006 |
6426 |
Women recruited from 205 hospitals across UK and Ireland, 4.4% IDU |
Regression analysis |
No description |
Poor |
Tuomala (2002) [19] |
USA |
High |
Retrospective |
1/1/1990 to 1998 |
3266 |
Twins excluded, women recruited from PACTS and WITS studies, and three single site studies, 39.9% tobacco use during pregnancy, 26.9% alcohol use during pregnancy, 28.7% IDU use during pregnancy |
Regression analysis, risk factor analysis |
LNMP and/or ultrasound (unspecified), or neonatal assessment (unspecified) |
Average |
Van der Merwe (2011) [77] |
South Africa |
Middle |
Retrospective |
10/2004 to 3/2007 |
1630 |
Twins excluded, women recruited from HIV referral centres including a tertiary hospital, 3.7% smoking, 3.9% alcohol use |
Regression analysis, risk factor analysis |
LNMP, ultrasound (unspecified), symphysis-fundal height, neonatal assessment (unspecified) |
Poor |
Von Linstow (2010) [78] |
Denmark |
High |
Retrospective |
1/6/1994 to 30/6/2008 |
255 |
Twins included, women recruited from six centres nationwide, all hospital deliveries, 15.4% smoking, 2.2% IDU |
None |
Late ultrasound at 18–20 weeks |
Poor |
Watts (2013) [79] |
USA and Puerto Rico |
High |
Retrospective |
2007 to 31/10/2010 |
1869 |
Twins excluded, 17% smoking, 8% alcohol use, 8% IDU |
Regression analysis |
Clinical method (unspecified) and ultrasound (unspecified) |
Average |
Yu (2012) [80] |
China |
Middle |
Retrospective |
6/2006 to 7/2010 |
194 |
Twins excluded, 8.8% IDU |
Risk factor analysis |
No description |
Poor |
Zash (2018) [81] |
Botswana |
Middle |
Retrospective |
15/8/2014 to 15/8/2016 |
57005 |
Twins excluded, women recruited from eight government hospitals, hospital deliveries, 8.3% alcohol or smoking in pregnancy |
Regression analysis |
LNMP and/or ultrasound (unspecified), or symphysis-fundal height |
Average |
Ziske (2013) [82] |
Tanzania |
Low |
Prospective |
9/2008 to 9/2009 |
144 |
Twins excluded, women recruited from antenatal care (HIV+ receiving ART) or maternity ward (HIV+ no ART), rural setting, hospital deliveries |
Risk factor analysis |
No description |
Poor |