Predictive value of General Movement Assessment for preterm infants’ development at 2 years − implementation in clinical routine in a non-academic setting
Abstract
Background General movements (GM) are used in academic settings to predict developmental outcome in infants born preterm. However, little is known about the implementation and predictive value of GM in non-academic settings.Aims The aim of this study is twofold: To document the implementation of GM assessment (GMA) in a non-academic setting and to assess its predictive value in infants born preterm.Methods and procedures We documented the process of implementing GMA in a non-academic outpatient clinic. In addition, we assessed the predictive value of GMA at 1 and 3 months' corrected age for motor and cognitive development at 2 years in 122 children born <33 weeks' gestation. Outcome at two years was based upon the Bayley Scales of Infant Development-II (mental/psychomotor developmental index (MDI, PDI)) and a neurological examination. The infants' odds of atypical outcome (MDI or PDI ≤70 or diagnosis CP) and the predictive accuracy of abnormal GMA were calculated in a clinical routine scenario, which used all available GM information (primarily at 3 months or at 1 month, when 3 months were not available). In addition, separate analysis was undertaken for the samples of GMA at 1 and 3 months.Outcomes and results Tips to facilitate GMA implementation are described. In our clinical routine scenario, children with definitely abnormal GM were more likely to have an atypical two-year outcome than children with normal GM (OR 13.2 (95% CI 1.56; 112.5); sensitivity 55.6%, specificity 82.1%). Definitely abnormal GM were associated with reduced MDI (-12.0, 95% CI -23.2; -0.87) and identified all children with cerebral palsy (CP) in the sample of GMA at 3 months only.Conclusions and implications GMA can be successfully implemented in a non-academic outpatient setting. In our clinical routine scenario, GMA allowed for adequate prediction of neurodevelopment in infants born preterm, thereby allaying concerns about diagnostic accuracy in non-academic settings.
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Infant movement behaviors can reveal rich information about the developing central nervous system.
“A growing body of literature suggests that infant movement behaviors can reveal rich information about the developing central nervous system.”
From Miniaturized wireless, skin-integrated sensor networks for quantifying full-body movement behaviors and vital signs in infants (2021) · cites this paper as [3]
Atypical patterns of infant movement can indicate underlying neuromotor pathologies that reflect or presage clinical conditions like cerebral palsy, autism spectrum disorder, or minor forms of other neurological dysfunctions.
“Atypical patterns can indicate underlying neuromotor pathologies that reflect or presage clinical conditions like cerebral palsy, autism spectrum disorder, or minor forms of other neurological dysfunctions (1–4).”
From Miniaturized wireless, skin-integrated sensor networks for quantifying full-body movement behaviors and vital signs in infants (2021) · cites this paper as [3]
Cites
(2017) · Cited by 16,319 · see citing works
Preterm labor: One syndrome, many causes
Romero, R., Dey, S. K., & Fisher, S. J. (2014) · Science · doi:10.1126/science.1251816 · Cited by 1,984 · see citing works
Spittle, A. J., Orton, J., Anderson, P. J., Boyd, R. N., & Doyle, L. W. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005495.pub4 · Cited by 1,072 · see citing works
An early marker for neurological deficits after perinatal brain lesions
Prechtl, H. F. R., Einspieler, C., Cioni, G., Bos, A. F., Ferrari, F., & Sontheimer, D. (1997) · The Lancet · doi:10.1016/s0140-6736(96)10182-3 · Cited by 719 · see citing works
Prechtl, H. F. R. (1990) · Early Human Development · doi:10.1016/0378-3782(90)90011-7 · Cited by 620 · see citing works
A systematic review of tests to predict cerebral palsy in young children
Bosanquet, M., Copeland, L., Ware, R., & Boyd, R. (2013) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12140 · Cited by 518 · see citing works
Decreasing prevalence in cerebral palsy: a multi‐site European population‐based study, 1980 to 2003
Sellier, É., Platt, M. J., Andersen, G. L., Krägeloh‐Mann, I., de la Cruz, J., Cans, C., & Surveillance of Cerebral Palsy Network (2015) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12865 · Cited by 483 · see citing works
Hadders‐Algra, M. (2004) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2004.05.017 · Cited by 421 · see citing works
Self-citationLargo, R. H., Pfister, D. G., Molinari, L., Kundu, S., Lipp, A. E., & Due, G. (1989) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.1989.tb04022.x · Cited by 320 · see citing works
dos Santos, E. S. L., de Kieviet, J. F., Königs, M., van Elburg, R. M., & Oosterlaan, J. (2013) · Early Human Development · doi:10.1016/j.earlhumdev.2013.03.008 · Cited by 218 · see citing works
Early Intervention Improves Behavioral Outcomes for Preterm Infants: Randomized Controlled Trial
Nordhov, S. M., Rønning, J. A., Ulvund, S. E., Dahl, L. B., & Kaaresen, P. I. (2011) · PEDIATRICS · doi:10.1542/peds.2011-0248 · Cited by 205 · see citing works
General Movements in Very Preterm Children and Neurodevelopment at 2 and 4 Years
Spittle, A. J., Spencer‐Smith, M. M., Cheong, J. L. Y., Eeles, A. L., Lee, K. J., Anderson, P. J., & Doyle, L. W. (2013) · PEDIATRICS · doi:10.1542/peds.2013-0177 · Cited by 190 · see citing works
Putative neural substrate of normal and abnormal general movements
Hadders‐Algra, M. (2007) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.04.009 · Cited by 185 · see citing works
Self-citationThe predictive validity of general movements – A systematic review
Burger, M., & Louw, Q. A. (2008) · European Journal of Paediatric Neurology · doi:10.1016/j.ejpn.2008.09.004 · Cited by 169 · see citing works
Hadders‐Algra, M., Mavinkurve‐Groothuis, A. M. C., Groen, S. E., Stremmelaar, E. F., Martijn, A., & Butcher, P. R. (2004) · Clinical Rehabilitation · doi:10.1191/0269215504cr730oa · Cited by 150 · see citing works
Self-citationAre Moderate Degrees of Hyperbilirubinemia in Healthy Term Neonates Really Safe for the Brain?
Soorani-Lunsing, I. J., Woltil, H. A., & Hadders‐Algra, M. (2001) · Pediatric Research · doi:10.1203/00006450-200112000-00012 · Cited by 142 · see citing works
Self-citationHadders‐Algra, M., & Prechtl, H. F. R. (1992) · Early Human Development · doi:10.1016/0378-3782(92)90167-f · Cited by 137 · see citing works
Self-citationMaurizio Romeo, D. M., Guzzetta, A., Scoto, M., Cioni, M., Patusi, P., Mazzone, D., & Giuseppe Romeo, M. (2008) · European Journal of Paediatric Neurology · doi:10.1016/j.ejpn.2007.07.008 · Cited by 129 · see citing works
Butcher, P. R., Braeckel, K. V., Bouma, A., Einspieler, C., Stremmelaar, E. F., & Bos, A. F. (2009) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2009.02066.x · Cited by 124 · see citing works
Early-term Birth (37–38 Weeks) and Mortality in Young Adulthood
Crump, C., Sundquist, K., Winkleby, M. A., & Sundquist, J. (2013) · Epidemiology · doi:10.1097/ede.0b013e318280da0f · Cited by 92 · see citing works
Preventive Interventions for Preterm Children
Guralnick, M. J. (2012) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0b013e31824eaa3c · Cited by 92 · see citing works
Prediction of Neurodevelopmental Outcome After Preterm Birth
Latal, B. (2009) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2009.01.008 · Cited by 90 · see citing works
Hadders‐Algra, M. (2001) · Pediatric Physical Therapy · doi:10.1097/00001577-200104000-00005 · Cited by 57 · see citing works
Self-citationDimitrijevic, L. R., Bjelakovic, B. B., Čolović, H., Mikov, A., Zivkovic, V. D., Kocić, M., & Lukić, S. (2016) · Early Human Development · doi:10.1016/j.earlhumdev.2016.05.014 · Cited by 56 · see citing works
Hamer, E. G., Bos, A. F., & Hadders‐Algra, M. (2011) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2011.04007.x · Cited by 52 · see citing works
Self-citationPredictive Value of General Movement Assessment for Cerebral Palsy in Routine Clinical Practice
Øberg, G. K., Jacobsen, B. K., & Jørgensen, L. (2015) · Physical Therapy · doi:10.2522/ptj.20140429 · Cited by 52 · see citing works
Stahlmann, N., Härtel, C., Knopp, A., Gehring, B., Kiecksee, H., & Thyen, U. (2007) · Neuropediatrics · doi:10.1055/s-2007-984450 · Cited by 46 · see citing works
The Effect of Kangaroo Care on Neurodevelopmental Outcomes in Preterm Infants
Head, L. M. (2014) · The Journal of Perinatal & Neonatal Nursing · doi:10.1097/jpn.0000000000000062 · Cited by 44 · see citing works
Kodrič, J., Šušteršič, B., & Paro‐Panjan, D. (2009) · European Journal of Paediatric Neurology · doi:10.1016/j.ejpn.2009.04.012 · Cited by 42 · see citing works
Manacero, S. A., Marschik, P. B., Nunes, M. L., & Einspieler, C. (2011) · Early Human Development · doi:10.1016/j.earlhumdev.2011.06.013 · Cited by 39 · see citing works
Setänen, S., Lahti, K., Lehtonen, L., Parkkola, R. K., Maunu, J., Saarinen, K., & Haataja, L. M. (2014) · Early Human Development · doi:10.1016/j.earlhumdev.2014.09.007 · Cited by 36 · see citing works
Neurodevelopment after moderate hyperbilirubinemia at term
Lunsing, R. J., Pardoen, W. F. H., & Hadders‐Algra, M. (2013) · Pediatric Research · doi:10.1038/pr.2013.28 · Cited by 36 · see citing works
Self-citationSeme-Ciglenečki, P. (2007) · Wiener klinische Wochenschrift · doi:10.1007/s00508-007-0839-7 · Cited by 35 · see citing works
Predictive value of definitely abnormal general movements in the general population
Bouwstra, H., Dijk-Stigter, G. R., Grooten, H. M. J., Janssen-Plas, F. E. M., Koopmans, A. J., Mulder, C. D., van Belle, A., & Hadders‐Algra, M. (2009) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2009.03529.x · Cited by 35 · see citing works
Self-citationVoigt, B., Brandl, A., Pietz, J., Pauen, S., Kliegel, M., & Reuner, G. (2012) · Infant Behavior and Development · doi:10.1016/j.infbeh.2012.11.002 · Cited by 33 · see citing works
Middelburg, K. J., Haadsma, M. L., Heineman, M. J., Bos, A. F., & Hadders‐Algra, M. (2009) · Fertility and Sterility · doi:10.1016/j.fertnstert.2009.03.008 · Cited by 31 · see citing works
Self-citationIntra-uterine exposure to maternal opiate abuse and HIV: The impact on the developing nervous system
Palchik, A. B., Einspieler, C., Evstafeyeva, I., Talisa, V. B., & Marschik, P. B. (2013) · Early Human Development · doi:10.1016/j.earlhumdev.2013.02.004 · Cited by 30 · see citing works
Guzzetta, A., Belmonti, V., Battini, R., Boldrini, A., Paolicelli, P. B., & Cioni, G. (2007) · European Journal of Paediatric Neurology · doi:10.1016/j.ejpn.2007.03.003 · Cited by 28 · see citing works
Quality of general movements in term infants with asphyxia
van Iersel, P. A. M., Bakker, S. C. M., Jonker, A. J. H., & Hadders‐Algra, M. (2008) · Early Human Development · doi:10.1016/j.earlhumdev.2008.05.006 · Cited by 27 · see citing works
Self-citationWestera, J., Houtzager, B. A., Overdiek, B., & Leemhuis, A. G. (2008) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2008.02067.x · Cited by 24 · see citing works
Prevalence of abnormal general movements in three-month-old infants
Bouwstra, H., Dijk-Stigter, G. R., Grooten, H. M. J., Janssen-Plas, F. E. M., Koopmans, A. J., Mulder, C. D., van Belle, A., & Hadders‐Algra, M. (2009) · Early Human Development · doi:10.1016/j.earlhumdev.2009.01.003 · Cited by 24 · see citing works
Self-citationvan Iersel, P. A. M., Bakker, S. C. M., Jonker, A. J. H., & Hadders‐Algra, M. (2016) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.13228 · Cited by 17 · see citing works
Self-citationHamer, E. G., Bos, A. F., & Hadders‐Algra, M. (2016) · Early Human Development · doi:10.1016/j.earlhumdev.2016.01.019 · Cited by 13 · see citing works
Self-citationBrown, A., Greisen, G. O., Haugsted, U., & Jonsbo, F. (2016) · Acta Paediatrica · doi:10.1111/apa.13491 · Cited by 12 · see citing works
Three Cost-utility Analyses of Screening for Intracranial Hemorrhage in Neonates With Hemophilia
Malec, L. M., Sidonio, R. F., Smith, K. J., & Cooper, J. D. (2014) · Journal of Pediatric Hematology/Oncology · doi:10.1097/mph.0000000000000174 · Cited by 6 · see citing works
[Assessment of general movements at routine medical examination of one-month-old infants].
Yuge, M., Okano, S., Tachibana, K., Hojo, M., Kawamoto, M., & Suzuki, J. (2001) · PubMed · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 47 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Kwong, A. K. L., Fitzgerald, T. L., Doyle, L. W., Cheong, J. L. Y., & Spittle, A. J. (2018) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.13697 · Cited by 226 · see citing works
Oudgenoeg‐Paz, O., Mulder, H., Jongmans, M. J., van der Ham, I. J. M., & der Stigchel, S. V. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.06.009 · Cited by 166 · see citing works
Neural substrate and clinical significance of general movements: an update
Hadders‐Algra, M. (2017) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.13540 · Cited by 134 · see citing works
Self-citationJeong, H., Kwak, S. S., Sohn, S., Lee, J. Y., Lee, Y. J., O’Brien, M. K., Park, Y., Avila, R., Kim, J.-T., Yoo, J.-Y., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2104925118 · Cited by 59 · see citing works
Caesar, R., Colditz, P. B., Cioni, G., & Boyd, R. N. (2020) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.14730 · Cited by 58 · see citing works
Goyen, T., Morgan, C., Crowle, C., Hardman, C., Day, R., Novak, I., & Badawi, N. A. (2020) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.14953 · Cited by 25 · see citing works
Hadders‐Algra, M., Tacke, U., Pietz, J., Rupp, A., & Philippi, H. (2024) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.15901 · Cited by 18 · see citing works
Self-citationTool Use for Early Detection of Cerebral Palsy: A Survey of Spanish Pediatric Physical Therapists
Merino‐Andrés, J., Hidalgo‐Robles, Á., Pérez‐Nombela, S., Williams, S. A., Paleg, G., & Fernández‐Rego, F. J. (2022) · Pediatric Physical Therapy · doi:10.1097/pep.0000000000000877 · Cited by 14 · see citing works
Predictors of Risk for Cerebral Palsy: A Review
Mohanty, T., Joseph, S. D., Gunasekaran, P. K., Doreswamy, S. M., & Saini, L. K. (2023) · Pediatric Physical Therapy · doi:10.1097/pep.0000000000001020 · Cited by 13 · see citing works
Wu, Y., Straathof, E. J. M., Heineman, K. R., & Hadders‐Algra, M. (2020) · Early Human Development · doi:10.1016/j.earlhumdev.2020.105135 · Cited by 13 · see citing works
Self-citationBarnes, F. P., Graham, L., Loganathan, P. K., & Nair, V. (2020) · The Indian Journal of Pediatrics · doi:10.1007/s12098-020-03365-1 · Cited by 11 · see citing works
Identification of risk factors in pre-term infants with abnormal general movements
Domagalska–Szopa, M., Szopa, A., Serrano-Gómez, M. E., Hagner–Derengowska, M., & Behrendt, J. (2022) · Frontiers in Neurology · doi:10.3389/fneur.2022.850877 · Cited by 11 · see citing works
Marcroft, C., Tsutsumi, A., Pearse, J. E., Dulson, P., Embleton, N. D., & Basu, A. P. (2018) · Physical & Occupational Therapy In Pediatrics · doi:10.1080/01942638.2018.1503212 · Cited by 11 · see citing works
High Prevalence of Abnormal General Movements in Hospitalized Very Low Birth Weight Infants
Alonzo, C. J., Letzkus, L., Connaughton, E., Kelly, N. L., Michel, J. A., & Zanelli, S. A. (2021) · American Journal of Perinatology · doi:10.1055/s-0041-1722943 · Cited by 10 · see citing works
Wu, Y., Bouwstra, H., Heineman, K. R., & Hadders‐Algra, M. (2020) · Acta Paediatrica · doi:10.1111/apa.15329 · Cited by 9 · see citing works
Self-citationWu, Y., van Rijssen, I. M., Buurman, M. T., Dijkstra, L., Hamer, E. G., & Hadders‐Algra, M. (2020) · Acta Paediatrica · doi:10.1111/apa.15300 · Cited by 7 · see citing works
Self-citationDeath from Failed Protection? An Evolutionary-Developmental Theory of Sudden Infant Death Syndrome
Renz‐Polster, H., Blair, P. S., Ball, H. L., Jenni, O. G., & Bock, F. D. (2024) · Human Nature · doi:10.1007/s12110-024-09474-6 · Cited by 6 · see citing works
Hadders‐Algra, M., & Philippi, H. (2018) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.14000 · Cited by 4 · see citing works
Self-citationNaik, R., Saini, L. K., Einspieler, C., Gunasekaran, P. K., Mukhopadhyay, K., Malhi, P., Saini, A. G., Sharma, R., & Sankhyan, N. (2025) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2025.01.003 · Cited by 3 · see citing works
Contribuciones de la Neuropsicología a nivel educativo: un análisis teórico y reflexivo
Rhenals-Ramos, J. C. (2021) · Ciencia y Educación · doi:10.22206/cyed.2021.v5i3.pp117-127 · Cited by 2 · see citing works
Huisenga, D. C., Gemert, S. L. B., Bergen, A. H. V., Sweeney, J. K., & Hadders‐Algra, M. (2023) · Early Human Development · doi:10.1016/j.earlhumdev.2023.105916 · Cited by 2 · see citing works
Self-citationPrediction of Cerebral Palsy in Very Preterm Infants
Afifi, J. K. (2021) · DalSpace (Dalhousie University) · Cited by 2 · see citing works
Üzer, S., Şahin, S., Arslan, M. K., Öncel, M. Y., Schroeder, A. S., & Hadders‐Algra, M. (2025) · BMC Pediatrics · doi:10.1186/s12887-025-05658-w · Cited by 1 · see citing works
Self-citationEarly Markers for Cerebral Palsy
AL-Mayahi, A. (2018) · IntechOpen eBooks · doi:10.5772/intechopen.79466 · Cited by 1 · see citing works
Janning, A., Lademann, H., & Olbertz, D. M. (2023) · Biomedicines · doi:10.3390/biomedicines11102626 · Cited by 1 · see citing works
Prediction of neurodevelopment in preterm infants
Medina-Alva, M. D. P. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-817988-8.00031-2
Hybrid developmental follow-up for preterm infants in Brazil: A feasibility study
Christovão, I. S., Rodrigues, L. D. A., Machado, A. C. C. D. P., Pascoal, A. F. D. S., Fontes, D. E., de Mendonça, K. T., Magalhães, L. D. C., & Camargos, A. C. R. (2024) · Early Human Development · doi:10.1016/j.earlhumdev.2024.106069
Neumayr, K., Lippert, K., Schroeder, A. S., Eck, V. G., Tacke, U., Üzer, S., Flemmer, A. W., Klemme, M., Nußbaum, C., Hesse, N., et al. (2025) · Acta Paediatrica · doi:10.1111/apa.70420
Alatorre-Cruz, G. C., Sánchez-López, J., Gutiérrez-Hernández, C. C., Carrillo-Prado, C., Leo-Jimenez, J. O. D., Belmont-Tamayo, H., Crúz-Martínez, E., García-Martínez, J. A., Islas, E. P., Estrada-Martínez, L. E., et al. (2026) · Language and Cognition · doi:10.1017/langcog.2026.10073
- Authors
- De Bock, F., Will, H., Behrenbeck, U., Jarczok, M. N., Hadders-Algra, M., & Philippi, H.
- Affiliations
- Heidelberg University (DE)
- Venue
- Research in Developmental Disabilities
- Publisher
- Elsevier BV
- Published
- 2017-03
- Volume
- 62
- Pages
- 69-80
- ISSN
- 0891-4222 (ISSN-L)
- OpenAlex
- W2574169935
- Cited by
- 29
- References
- 47
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 3 · 2023: 3 · 2022: 2 · 2021: 5 · 2020: 6 · 2018: 4 · 2017: 2
- FWCI
- 3.58
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Research in Developmental Disabilities (publishedVersion)
- PubMed (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion)
- Topics
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Infant Development and Preterm Care
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Neonatal and fetal brain pathology
- Health Sciences › Medicine › Psychiatry and Mental health › Cerebral Palsy and Movement Disorders
- Keywords
- General Movements Assessment, preterm infants, neurodevelopmental outcome prediction, cerebral palsy, motor development, cognitive development, Bayley Scales of Infant Development II, corrected age, prediction accuracy
- MeSH terms
- Cerebral Palsy, Child Development, Child, Preschool, Female, Gestational Age, Humans, Infant, Infant, Premature, Male, Motor Activity, Neurologic Examination, Predictive Value of Tests, Risk Assessment
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