Multilevel Statistical Models

Methods to Encourage the Use of Antenatal Corticosteroid Therapy for Fetal Maturation: A Randomized Controlled Trial

Leviton, L. C., Goldenberg, R. L., Baker, C. S., Schwartz, R. M., Freda, M. C., Fish, L. J., Cliver, S. P., Rouse, D. J., Chazotte, C., Merkatz, I. R., et al. (1999) · JAMA · doi:10.1001/jama.281.1.46 · Cited by 128

Effect of a school-based intervention to promote healthy lifestyles in 7-11 year old children

Gorely, T., Nevill, M. E., Morris, J. G., Stensel, D. J., & Nevill, A. (2009) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-6-5 · Cited by 127

Prediction of perinatal depression from adolescence and before conception (VIHCS): 20-year prospective cohort study

Patton, G. C., Romaniuk, H., Spry, E., Coffey, C., Olsson, C., Doyle, L. W., Oats, J., Hearps, S., Carlin, J. B., & Brown, S. (2015) · The Lancet · doi:10.1016/s0140-6736(14)62248-0 · Cited by 116

NIH peer review: Criterion scores completely account for racial disparities in overall impact scores

Erosheva, E. A., Grant, S., Chen, M.-C., Lindner, M. D., Nakamura, R. K., & Lee, C. J. (2020) · Science Advances · doi:10.1126/sciadv.aaz4868 · Cited by 125

The effect of instruction type and dyadic or individual emulation on the quality of higher-order peer feedback in EFL

Van Steendam, E., Rijlaarsdam, G., Sercu, L., & Van den Bergh, H. (2010) · Learning and Instruction · doi:10.1016/j.learninstruc.2009.08.009 · Cited by 124

Genome-wide pharmacogenomic study of neurocognition as an indicator of antipsychotic treatment response in schizophrenia

McClay, J. L., Adkins, D. E., Åberg, K., Bukszár, J., Khachane, A. N., Keefe, R. S. E., Perkins, D. O., McEvoy, J. P., Stroup, T. S., Vann, R. E., et al. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2010.193 · Cited by 124

The Power of the Test for Treatment Effects in Three-Level Cluster Randomized Designs

Konstantopoulos, S. (2008) · Journal of Research on Educational Effectiveness · doi:10.1080/19345740701692522 · Cited by 124

Effect of area poverty rate on cancer screening across US communities

Schootman, M., Jeffe, D. B., Baker, E. A., & Walker, M. S. (2006) · Journal of Epidemiology and Community Health · doi:10.1136/jech.2005.041020 · Cited by 116

Classmate characteristics and student achievement in 33 countries: Classmates’ past achievement, family socioeconomic status, educational resources, and attitudes toward reading.

Chiu, M. M., & Chow, B. W.-Y. (2015) · Journal of Educational Psychology · doi:10.1037/a0036897 · Cited by 113

Modelling the abundance and temporal variation in the production of bilberry (Vaccinium myrtillus L.) in Finnish mineral soil forests

Miina, J., Hotanen, J.-P., & Salo, K. (2009) · Silva Fennica · doi:10.14214/sf.181 · Cited by 110

The socio‐economic burden of asthma is substantial in Europe

Accordini, S., Corsico, A., Cerveri, I., Gislason, D., Gulsvik, A., Janson, C., Jarvis, D., Marcon, A., Pin, I., Vermeire, P., et al. (2008) · Allergy · doi:10.1111/j.1398-9995.2007.01523.x · Cited by 107

Domestic violence is associated with adult and childhood asthma prevalence in India

Subramanian, S., Ackerson, L. K., Subramanyam, M. A., & Wright, R. J. (2007) · International Journal of Epidemiology · doi:10.1093/ije/dym007 · Cited by 102

Men and Women in Space: Bone Loss and Kidney Stone Risk After Long-Duration Spaceflight

Smith, S. M., Zwart, S. R., Heer, M., Hudson, E. K., Shackelford, L., & Morgan, J. L. (2014) · Journal of Bone and Mineral Research · doi:10.1002/jbmr.2185 · Cited by 102

An approach to studying social disparities in health and health care

Braveman, P. A., Egerter, S. A., Cubbin, C., & Marchi, K. S. (2004) · American Journal of Public Health · doi:10.2105/ajph.94.12.2139 · Cited by 100

The Impact of Stand-Biased Desks in Classrooms on Calorie Expenditure in Children

Benden, M. E., Blake, J. J., Wendel, M. L., & Huber, J. C. (2011) · American Journal of Public Health · doi:10.2105/ajph.2010.300072 · Cited by 101

Preferred intensity exercise for adolescents receiving treatment for depression: a pragmatic randomised controlled trial

Carter, T., Guo, B., Turner, D., Morres, I., Khalil, E., Brighton, E., Armstrong, M., & Callaghan, P. (2015) · BMC Psychiatry · doi:10.1186/s12888-015-0638-z · Cited by 93

Grade level, study time, and grade retention and their effects on motivation, self-regulated learning strategies, and mathematics achievement: a structural equation model.

Rosário, P., Núñez, J. C., Valle, A., González-Pienda, J., & Lourenço, A. (2013) · European Journal of Psychology of Education · doi:10.1007/s10212-012-0167-9 · Cited by 94

The Importance of Moral Construal: Moral versus Non-Moral Construal Elicits Faster, More Extreme, Universal Evaluations of the Same Actions

Van Bavel, J. J., Packer, D. J., Haas, I. J., & Cunningham, W. A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048693 · Cited by 107

Nurses' Practice Environment and Work-Family Conflict in Relation to Burn Out: A Multilevel Modelling Approach

Leineweber, C., Westerlund, H., Chungkham, H. S., Lindqvist, R., Runesdotter, S., & Tishelman, C. (2014) · PLoS ONE · doi:10.1371/journal.pone.0096991 · Cited by 95

Pedometer reliability, validity and daily activity targets among 10- to 15-year-old boys

Jago, R., Watson, K., Baranowski, T., Zakeri, I., Yoo, S., Baranowski, J., & Conry, K. (2006) · Journal of Sports Sciences · doi:10.1080/02640410500141661 · Cited by 94

Internet-delivered acceptance-based behaviour therapy for generalized anxiety disorder: A randomized controlled trial

Dahlin, M., Andersson, G., Magnusson, K., Johansson, T., Sjögren, J., Håkansson, A., Pettersson, M., Kadowaki, Å., Cuijpers, P., & Carlbring, P. (2016) · Behaviour Research and Therapy · doi:10.1016/j.brat.2015.12.007 · Cited by 86

Effect of School Integrated Pest Management or Classroom Air Filter Purifiers on Asthma Symptoms in Students With Active Asthma: A Randomized Clinical Trial

Phipatanakul, W., Koutrakis, P., Coull, B. A., Petty, C. R., Gaffin, J. M., Sheehan, W. J., Lai, P. S., Bartnikas, L. M., Kang, C.-M., Wolfson, J. M., et al. (2021) · JAMA · doi:10.1001/jama.2021.11559 · Cited by 90

Interventions to change the behaviour of health professionals and the organisation of care to promote weight reduction in overweight and obese adults

Flodgren, G., Deane, K., Dickinson, H. O., Kirk, S., Alberti, H., Beyer, F. R., Brown, J. G., Penney, T. L., Summerbell, C. D., & Eccles, M. P. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000984.pub2 · Cited by 90

Asthma severity and atopy: how clear is the relationship?

Carroll, W. D. (2006) · Archives of Disease in Childhood · doi:10.1136/adc.2005.088278 · Cited by 88

Association between a hospital's rate of cardiac arrest incidence and cardiac arrest survival

Chen, L. M. (2013) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2013.1026 · Cited by 88

Physical activity and strength of the femoral neck during the adolescent growth spurt: a longitudinal analysis

Forwood, M. R., Baxter-Jones, A. D., Beck, T. J., Mirwald, R. L., Howard, A., & Bailey, D. A. (2006) · Bone · doi:10.1016/j.bone.2005.09.021 · Cited by 86

Methods and metrics challenges of delivery-system research

Alexander, J. A., & Hearld, L. R. (2012) · Implementation Science · doi:10.1186/1748-5908-7-15 · Cited by 78

Mass Media, Stigma, and Disclosure of HIV Test Results: Multilevel Analysis in the Eastern Cape, South Africa

Hutchinson, P. L., Mahlalela, X., & Yukich, J. (2007) · AIDS Education and Prevention · doi:10.1521/aeap.2007.19.6.489 · Cited by 81

We agree on what we see: Teacher and student perceptions of formative assessment practice

Veugen, M. J., Gulikers, J. T. M., & den Brok, P. (2021) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2021.101027 · Cited by 77

Resuscitation Practices Associated With Survival After In-Hospital Cardiac Arrest: A Nationwide Survey

Chan, P. S., Krein, S. L., Tang, F., Iwashyna, T. J., Harrod, M., Kennedy, M., Lehrich, J., Kronick, S., Nallamothu, B. K., & for the American Heart Association’s Get With the Guidelines–Resuscitation Investigators (2016) · JAMA Cardiology · doi:10.1001/jamacardio.2016.0073 · Cited by 76

Longitudinal Study of Child Face Recognition

Deb, D., Nain, N., & Jain, A. K. (2018) · 2018 International Conference on Biometrics (ICB) · doi:10.1109/icb2018.2018.00042 · Cited by 73

High variability in patterns of population decline: the importance of local processes in species extinctions

Cowlishaw, G., Pettifor, R. A., & Isaac, N. J. B. (2009) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2008.0767 · Cited by 72

Bayesian Multilevel Analysis and MCMC

Draper, D. (2007) · Handbook of Multilevel Analysis · doi:10.1007/978-0-387-73186-5_2 · Cited by 69

A dimensional and person-centered perspective on controlled reasons for non-participation in physical education

Aelterman, N., Vansteenkiste, M., Soenens, B., & Haerens, L. (2016) · Psychology of Sport and Exercise · doi:10.1016/j.psychsport.2015.12.001 · Cited by 67

Evaluation of a Swedish version of the Strengthening Families Programme

Skarstrand, E., Sundell, K., & Andreasson, S. (2014) · The European Journal of Public Health · doi:10.1093/eurpub/ckt146 · Cited by 61

Peer review in the funding of research in higher education: The Australian experience

Jayasinghe, U. W., Marsh, H. W., & Bond, N. (2001) · Educational Evaluation and Policy Analysis · doi:10.3102/01623737023004343 · Cited by 58

Missing data techniques for multilevel data: implications of model misspecification

Black, A. C., Harel, O., & Betsy McCoach, D. (2011) · Journal of Applied Statistics · doi:10.1080/02664763.2010.529882 · Cited by 55

Mediators in psychological and psychoeducational interventions for the prevention of depression and anxiety. A systematic review

Moreno-Peral, P., Bellón, J. Á., Huibers, M. J. H., Mestre, J. M., García-López, L. J., Taubner, S., Rodríguez-Morejón, A., Bolinski, F., Sales, C. M. D., & Conejo-Cerón, S. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101813 · Cited by 51

Variation in Lipid-Lowering Therapy Use in Patients With Low-Density Lipoprotein Cholesterol ≥190 mg/dL: Insights From the National Cardiovascular Data Registry–Practice Innovation and Clinical Excellence Registry

Virani, S. S., Kennedy, K. F., Akeroyd, J. M., Morris, P. B., Bittner, V. A., Masoudi, F. A., Stone, N. J., Petersen, L. A., & Ballantyne, C. M. (2018) · Circulation: Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.118.004652 · Cited by 53

Studying the relationship between anxiety and school achievement: evidence from PISA data

(2021) · doi:10.1007/s10260-021-00563-9 · Cited by 53

The Role of School Physical Activity Programs in Child Body Mass Trajectory

Fernandes, M. M., & Sturm, R. (2011) · Journal of Physical Activity and Health · doi:10.1123/jpah.8.2.174 · Cited by 51

Son preference, use of maternal health care, and infant mortality in rural China, 1989–2000

Chen, J., Xie, Z., & Liu, H. (2007) · Population Studies · doi:10.1080/00324720701340194 · Cited by 51

The role of personal goals in autonoetic experience when imagining future events

Lehner, E., & D’Argembeau, A. (2016) · Consciousness and Cognition · doi:10.1016/j.concog.2016.04.002 · Cited by 49

Issues in the design of a randomized noninferiority clinical trial of telemental health psychotherapy for rural combat veterans with PTSD

Morland, L. A., Greene, C. J., Rosen, C., Mauldin, P. D., & Frueh, B. C. (2009) · Contemporary Clinical Trials · doi:10.1016/j.cct.2009.06.006 · Cited by 47

School lunch and learning behaviour in primary schools: an intervention study

Golley, R., Baines, E., Bassett, P., Wood, L., Pearce, J., & Nelson, M. (2010) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2010.150 · Cited by 47

Predictors and impact of non-adherence in adults with attention-deficit/hyperactivity disorder receiving OROS methylphenidate: results from a randomized, placebo-controlled trial

Kooij, J. J. S., Rösler, M., Philipsen, A., Wächter, S., Dejonckheere, J., van der Kolk, A., van Agthoven, M., & Schäuble, B. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-36 · Cited by 44

Socioeconomic inequalities and mental stress in individual and regional level: a twenty one cities study in China

Wang, H., Yang, X. Y., Yang, T., Cottrell, R. R., Yu, L., Feng, X., & Jiang, S. (2015) · International Journal for Equity in Health · doi:10.1186/s12939-015-0152-4 · Cited by 42

Cognitive self-consciousness, implicit learning and obsessive–compulsive disorder

Marker, C. D., Calamari, J. E., Woodard, J. L., & Riemann, B. C. (2006) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2005.03.003 · Cited by 41

Neural indices of emotional reactivity and regulation predict course of PTSD symptoms in combat-exposed veterans

Fitzgerald, J. M., Gorka, S. M., Kujawa, A., DiGangi, J. A., Proescher, E., Greenstein, J. E., Aase, D. M., Schroth, C., Afshar, K., Kennedy, A. E., et al. (2018) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2017.11.005 · Cited by 37

Exploring detection of contact vs. fantasy online sexual offenders in chats with minors: Statistical discourse analysis of self-disclosure and emotion words

Chiu, M. M., Seigfried-Spellar, K. C., & Ringenberg, T. R. (2018) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2018.04.004 · Cited by 35

Peer review process: Assessments by applicant-nominated referees are biased, inflated, unreliable and invalid

Marsh, H. W., Bond, N. W., & Jayasinghe, U. W. (2007) · Australian Psychologist · doi:10.1080/00050060600823275 · Cited by 35

Pictures and words: Spanish and English vocabulary in classrooms.

Branum-Martin, L., Mehta, P. D., Francis, D. J., Foorman, B. R., Cirino, P. T., Miller, J. F., & Iglesias, A. (2009) · Journal of Educational Psychology · doi:10.1037/a0015817 · Cited by 34

The neural basis of temporal order processing in past and future thought

D'Argembeau, A., Jeunehomme, O., Majerus, S., Bastin, C., & Salmon, E. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00680 · Cited by 32

The mediating effect of instruction on pair composition in L2 revision and writing

Van Steendam, E., Rijlaarsdam, G. C. W., Van den Bergh, H. H., & Sercu, L. (2014) · Instructional Science · doi:10.1007/s11251-014-9318-5 · Cited by 32

Lunar-related reproductive behaviour in the badger (Meles meles)

Dixon, D. R., Dixon, L. R. J., Bishop, J. D., & Pettifor, R. A. (2006) · acta ethologica · doi:10.1007/s10211-006-0016-4 · Cited by 31

Contextual analyses with QCA-methods

Denk, T., & Lehtinen, S. (2014) · Quality & Quantity · doi:10.1007/s11135-013-9968-4 · Cited by 31

Does knowledge brokering improve the quality of rapid review proposals? A before and after study

Moore, G., Redman, S., D’Este, C., Makkar, S., & Turner, T. (2017) · Systematic Reviews · doi:10.1186/s13643-017-0411-0 · Cited by 28

Four-Year-Old Outcomes of a Universal Infant-Toddler Shared Reading Intervention: The Let's Read Trial

Goldfeld, S., Quach, J., Nicholls, R., Reilly, S., Ukoumunne, O. C., & Wake, M. (2012) · Archives of Pediatrics & Adolescent Medicine · doi:10.1001/archpediatrics.2012.1099 · Cited by 30

Meteorological analysis of symptom data for people with seasonal affective disorder.

Sarran, C., Albers, C., Sachon, P., & Meesters, Y. (2017) · Psychiatry Research · doi:10.1016/j.psychres.2017.08.019 · Cited by 28

IQuaD dental trial; improving the quality of dentistry: a multicentre randomised controlled trial comparing oral hygiene advice and periodontal instrumentation for the prevention and management of periodontal disease in dentate adults attending dental primary care

Clarkson, J. E., Ramsay, C. R., Averley, P., Bonetti, D., Boyers, D., Campbell, L., Chadwick, G. R., Duncan, A., Elders, A., Gouick, J., et al. (2013) · BMC Oral Health · doi:10.1186/1472-6831-13-58 · Cited by 26

A multilevel analysis of the influence of Apolipoprotein E genotypes on depressive symptoms in late-life moderated by the environment

Yen, Y.-C., Rebok, G. W., Yang, M.-J., & Lung, F.-W. (2008) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2007.09.023 · Cited by 25

The effect of swedish snuff (snus) on offspring birthweight: a sibling analysis

Juárez, S. P., & Merlo, J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0065611 · Cited by 22

Educating patient educators: enhancing instructional effectiveness in physical therapy for low back pain patients

Kerssens, J. J., Sluijs, E. M., Verhaak, P. F. M., Knibbe, H. J., & Hermans, I. M. J. (1999) · Patient Education and Counseling · doi:10.1016/s0738-3991(99)00003-8 · Cited by 20

Longitudinal Meta-analysis

Maas, C. J. M., Hox, J. J., & Lensvelt-Mulders, G. J. L. M. (2004) · Quality and Quantity · doi:10.1023/b:ququ.0000043125.43736.c4 · Cited by 18

Is It Possible To Increase Weight and Maintain the Protein Status of Debilitated Elderly Residents of Nursing Homes?

Levinson, Y., Dwolatzky, T., Epstein, A., Adler, B., & Epstein, L. (2005) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/60.7.878 · Cited by 17

Clinical and cost-effectiveness of adapted cognitive behaviour therapy for non-cardiac chest pain: a multicentre, randomised controlled trial

Tyrer, P., Tyrer, H., Morriss, R., Crawford, M., Cooper, S., Yang, M., Guo, B., Mulder, R. T., Kemp, S., & Barrett, B. (2017) · Open Heart · doi:10.1136/openhrt-2016-000582 · Cited by 15

Parental Responses to Children’s Avoidance in Fear-Provoking Situations: Relation to Child Anxiety and Mediators of Intervention Response

Casline, E. P., Pella, J., Zheng, D., Harel, O., Drake, K. L., & Ginsburg, G. S. (2018) · Child & Youth Care Forum · doi:10.1007/s10566-018-9440-7 · Cited by 11