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Year : 2013  |  Volume : 2  |  Issue : 4  |  Page : 115-119

Mixed dentition analysis in Libyan schoolchildren

1 Department of Orthodontic, Faculty of Dentistry, Benghazi University, Benghazi, Libya
2 The Multispecialty Dental Clinic, Porvorim, Bardez, Goa, India

Date of Web Publication17-Dec-2013

Correspondence Address:
Iman Bugaighis
Department of Orthodontic, Faculty of Dentistry, Benghazi University, P.O. Box - 595, Benghazi, Libya

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Source of Support: None, Conflict of Interest: None

DOI: 10.4103/2278-0203.123197

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Objectives: The primary aim of the present study was to assess the applicability of Tanaka and Johnston and Moyers' methods of prediction in Libyan subjects and secondary aim was to develop a new prediction method for the examined population if required.
Materials and Methods: The study sample comprised 343 Libyan schoolchildren with age ranged from 12 to 17 years; 169 males age matched with 174 females, all with no craniofacial abnormalities and orthodontically untreated. The mesiodistal (MD) tooth widths were measured and compared with the estimated values derived from Tanaka and Johnston equations and from Moyers' probability tables at 35%, 50% and 75% respectively using Paired t-tests. The constants a and b in the linear regression equation (y = a + bx), the correlation coefficient, the coefficient of determination and the standard errors of estimate were computed.
Results: Significant sexual dimorphism in lower incisors mesiodistal width was observed. There were significant discrepancies between the current measurements and those estimated from Tanaka and Johnston's equation and Moyers' tables. New linear regression equations were derived for both sexes to allow precise prediction for Libyan subjects. The correlation coefficients between the total MD width of the mandibular permanent incisors and that of the maxillary and mandibular canines and premolars were found to be 0.66 and 0.68 for males and 0.57 and 0.58 in females, respectively.
Conclusions: It appears that there is a limitation in the application of Tanaka and Johnston's equation and Moyers' methods to Libyan subjects. The developed prediction equation is more accurate for predicting the MD widths of unerupted canine and premolars of Libyan population.

Keywords: Libyan, mixed dentition analysis, prediction equations, probability tables, schoolchildren

How to cite this article:
Bugaighis I, Karanth D, Elmouadeb H. Mixed dentition analysis in Libyan schoolchildren . J Orthodont Sci 2013;2:115-9

How to cite this URL:
Bugaighis I, Karanth D, Elmouadeb H. Mixed dentition analysis in Libyan schoolchildren . J Orthodont Sci [serial online] 2013 [cited 2021 Jun 21];2:115-9. Available from: https://www.jorthodsci.org/text.asp?2013/2/4/115/123197

  Introduction Top

Mixed dentition analysis is the prediction of the sum of the size of unerupted permanent canine and premolars (∑CPP), allowing calculation of any discrepancy between the available and required space in each dental arch quadrant. [1] Management of a child's developing dentition usually requires this analysis to help predict space available to accommodate the erupting permanent canine and premolars. [2] Mixed dentition analysis aids in following the most appropriate treatment plan for each case, whether the planned management would involve guidance of eruption, space maintenance, space regaining or regular follow-up without intervention. Inaccurate mixed dentition space analysis may lead to extraction of teeth, which could worsen the soft-tissue facial profile. [3] There are several essential factors that facilitate the applicability of mixed dentition analysis, such as ease of use by the dentist, minimum time required, a predictable methodical error, the requirement or otherwise of special instruments and whether it can be undertaken directly on both the maxillary and mandibular dentitions. [4] Three procedures are most widely used for the prediction of the unerupted ∑CPP in each quadrant: Direct measurement of the mesiodistal (MD) width of the lower incisors (∑I) from study models, allowing estimation of the ∑CPP using Moyers probability tables [1] and Tanaka and Johnston's equations; [5] calculation of tooth dimensions from radiographs, as suggested by Staley et al.; [6],[7] and a combination of both the radiographic and prediction table methods, as suggested by Hixon and Oldfather [8] and by Bishara et al. [9]

The first of these methods is the most widely used as no radiographs are required and the equations are applicable to both males and females for both maxillary and mandibular ∑CPP estimations. The precision of the technique is generally acceptable, although overestimation of the predicted widths has been reported by several authors. [4],[10],[11] This might be due to the difference in ethnicity of the examined groups compared with the northern European descendants studied by Moyers [1] and by Tanaka and Johnston. [5] A meta-analysis [12] concluded that Moyers prediction tables cannot be used for different populations and recommended the establishment of specific tables for each population.

Of the mixed dentition studies undertaken on different populations, relatively few have been conducted on Arabic subjects [10],[11],[13],[14] and, until to date, there is no published mixed dentition analysis for the Libyan population. Therefore, the aim of the current study was

  • To assess the applicability of the Moyers' and Tanaka and Johnston correlation methods to Libyan subjects;
  • To derive a correlation coefficient between the ∑I and sum of the size of the maxillary and mandibular unerupted permanent canine and premolars (∑UCPP and ∑LCPP respectively);
  • To develop a prediction equation for Libyan subjects if required.

  Materials and Methods Top

This observational cross-sectional prospective study was granted ethical approval by the Faculty of Dentistry and the Ministry of Education in Benghazi-Libya.

Study Population

The targeted study group comprised Libyan schoolchildren attending intermediate schools in Benghazi city. The study sample was randomly selected from different schools located in five geographical regions: Central, Eastern, Western, Northern and Southern. Four schools were selected randomly from each area to ensure a representative population. At the time of the study, the number of students attending intermediate schools in the city was 43,881 which consist of 22,248 females and 21,633 males. The participants were required to be of Libyan origin for at least two previous generations (parents and grandparents) and to have no hypodontia or any craniofacial abnormalities. All the permanent teeth from the right first molar to the left first molar in each dental arch were required to be fully erupted, with no caries or restorations; no subjects had undergone previous orthodontic treatment. The sample group chosen was of an age where permanent dentition has almost erupted and the interarch occlusal relationship has been established; at this age, any need for orthodontic treatment is usually apparent. Relatively young subjects were chosen to minimize the influence of tooth wear, which might otherwise compromise the study outcome.

Clinical Examination

A list of children in each classroom was obtained and every fifth child was examined to assure randomization. A total of 900 students which consists of 453 males and 447 females; aged range from 12 to 17 years) attending intermediate schools were examined at their school premises by one examiner (I.B). Only 343 subjects fulfilled the inclusion criteria (169 males with a mean age of 14.1 years, standard deviation (SD) =1.1 and 174 females with a mean age of 14.4 years, SD = 1.1). Parents of the students were informed and impressions were taken only from subjects whose parents agreed to participation in the study. Upper and lower alginate impressions and a wax bite registration were recorded and then casted on the same morning with dental plaster. All models were checked and numbered and a registration chart was prepared for each participant. The MD width of the lower permanent incisors, the upper and lower canines and the first and second premolars were recorded for each cast using an electronic digital caliper (BGS Germany Vernier Caliper 0-150; accuracy 0.01 mm) by one examiner (D.K). The caliper was positioned parallel to the vestibular surfaces and the occlusal plane. The same cohort was used to investigate the prevalence of malocclusion in Libyan schoolchildren.[15]

Error of the Study

Intra-operator tooth measurement reproducibility was assessed by randomly checking thirty dental study models at 2-week intervals. A Paired t-test revealed no significant differences between both measurements at P > 0.05. The intra-class correlation coefficient was found to be greater than 0.90, indicating an excellent level of reproducibility between both trials.

Statistical Method

The data were entered into an Excel spread sheet (Microsoft Office 2007) and analyzed with the Statistical Package for Social Sciences version 17 (SPSS, Chicago, Illinois). The Shapiro-Wilk test was used to investigate the distribution of the data and Levene's test to explore the homogeneity of the variables. The data were found to be normally distributed and homogeneous. Quantitative data for the extracted MD tooth width was presented as mean, SD, standard errors of the estimate (SEE) and range. Student's Paired t-test and Pearson's product-moment coefficients were conducted to evaluate the possible asymmetry between the right and left groups of teeth. An independent Student's t-test was conducted to discriminate the sum of tooth groups between males and females. A Paired Student's t-test was used to compare the mean values of the measured and predicted MD widths of the buccal segments, according to Tanaka and Johnston's equations and Moyers' tables.

Linear regression equations (y = a + bx) were formulated to explore the relationship between ∑I (x) and each of ∑UCPP and ∑LCPP, where y represents the estimated ∑CPP (dependent variable) and x characterizes the extracted ∑I (independent variable). The terms a and b in the linear regression equation are constants, r2 is the coefficient of determination, the value of which represents the power of regression models. Level of significance was set at P < 0.05.

  Results Top

Descriptive statistics (mean, SD and range) of ∑I, ∑UCPP and ∑LCPP were calculated for the whole sample and for males and female separately [Table 1]. An independent Student's t-test revealed a statistically significant sexual dimorphism between the means of summation of the ΣI group (P = 0.035) with males showing larger teeth than females [Table 1].
Table 1: Descriptive statistics for the sum of the mesiodistal width of mandibular incisors (ΣI) and maxillary and mandibular buccal segment (ΣUCPP and ΣLCPP) in mm

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The Tanaka and Johnston equations were applied to the current group to allow comparison between the definite and predicted maxillary and mandibular ∑CPM for the pooled sample and for males and females. A Paired Student's t-test revealed significant discrepancies between the predicted and extracted measurements (P < 0.001) for all groups [Table 2].
Table 2: The difference between the mean values (mm) of actual sum of the MD widths of the maxillary and mandibular buccal segments obtained from the current study and Tanaka and Johnston equation

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There were significant discrepancies (P ≤ 0.036) between the measured values of the maxillary and mandibular buccal segments and their predicted widths obtained from Moyers' tables at 35%, 50% and 75% probability levels for both males and females, except for the observed difference between the measured and predicted values at the 35% level for males at P = 0.107 [Table 3].
Table 3: The difference between the mean value (mm) of actual sum of width of the maxillary and mandibular buccal segments from the present study and those predicted from Moyers tables of the same sample at 35%, 50% and 75% probability levels

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[Table 4] shows the regression values for prediction of ∑UCPP and ∑LCPP separately (as the dependent variables) using ∑I (the independent variable). The correlation coefficient values (r) were greater in males, at 0.66 for the maxillary and 0.68 for the mandibular buccal segments, than in females, at 0.57 for the maxillary and 0.58 for the mandibular buccal segments. The SEE ranged from 0.81 to 0.89 with similar errors in both males and females. Nearly 95% of the confidence interval values ranged between 0.62 and 0.33, with higher values in males than in females. Analysis of variance of linear regression of the respective equations of the current study produced F-values between 83.77 (1-172 degrees of freedom) and 230.68 (1-341 degrees of freedom), all demonstrating significant P values (P < 0.001). These results indicate that all the variances due to regression were highly significant and thus it is doubtful that the relationship between x and y in the regression equations are due to chance. The values of the coefficient b ranged from 0.41 to 0.53 when the regression equation was presented as y = a + bx where y is the predicted ∑UCPP and ∑LCPP, x equals the ∑I and a and b are constants.
Table 4: Regression parameters for the prediction of the sum of the MD widths of the maxillary and mandibular buccal segments (CPP)

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In this study, applying the values of coefficients a and b [Table 4] for the prediction of ∑UCPP and ∑LCPP gave the following:

For males: Maxilla y = 9.63 + 0.53 (x)

Mandible y = 9.29 + 0.52 (x)

For females: Maxilla y = 11.71 + 0.43 (x)

Mandible y = 11.84 + 0.41 (x)

For the MD parameters of the maxillary and mandibular buccal segments derived from the present data using regression equations, SD (ranging between 0.78 and 0.57) and SEE (ranging between 0.06 and 0.07) for both males and females were fairly low, suggesting a reduced discrepancy relative to the mean [Table 5]. No significant differences were observed between the means of the sums of the calculated MD widths of the buccal segments and the means of the sums of the predicted widths using the regression equation at P ≥ 0.093 [Table 5] and [Table 6].
Table 6: The differences between the predicted MD widths of the buccal segments (ΣCPP) and their actual measured dimensions (mm) of Libyan children from Benghazi

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  Discussion Top

This cross-sectional study was undertaken on a random sample of Libyan schoolchildren, 12-17 years of age, living in Benghazi City. There have been a number of similar studies exploring mixed dentition analysis in schoolchildren. [3],[4],[10],[11],[13],[16],[17] However, this is the first study on Libyan subjects to derive new regression equations and the study sample is one of the largest used for mixed dentition analysis. Moreover, the examined group was chosen to be young enough to avoid the potential complications of tooth wear that might otherwise compromise tooth measurement.

Tooth size and craniofacial features vary between different races and ethnicities [4],[8],[12] resulting in limited usefulness of mixed dentition prediction equations for the examined population. Accordingly, a meta-analysis recommended the development of prediction tables specific to each population. [12] A significant linear correlation between ∑I and the maxillary and mandibular ∑CPP has been recognized since 1949. [18] Subsequently, a number of linear regression equations have been advocated for different populations. [5],[16],[19],[20]

In the present study, there were no significant differences between the Paired ∑UCPP and ∑LCPP measurements and as a result all statistical analyses were based on averaging the right and left Paired measurements. In males, the means and ranges of ΣI were significantly greater than in females, while the SD in both sexes was comparable. [2],[4],[10],[13],[17],[20]

The ∑UCPP in males was the only measure that was similar to the estimated value obtained from Moyers' tables at a probability level of 35%. This finding is comparable with the outcome of similar studies conducted on Saudi [11] and Egyptian subjects. [10] The significant linear correlation between ∑I and ∑UCPP and ∑LCPP allowed the development of regression equations in the form of y = a + bx for both the maxillary and mandibular arches.

The r2 values indicate predictive precision of the equations for y (∑CPP) derived from the value of x (the corresponding width of ∑I). This coefficient corresponds to the percentage of the total variance of y, which is determined by the x value of each regression equation. Moreover, 1-r2 reveals the proportion of error of variance of the prediction. [21] It was noted that r2 for the maxillary and mandibular teeth in males was 0.43 and 0.46, respectively. Hence, 43% and 46% of the total variances for both ∑UCPP and ∑LCPP, respectively, can be deduced if ∑I is known. Similarly, the r2 for both the maxillary and mandibular teeth in females was 0.33 and 0.34, respectively. Jaroontham and Godfrey [4] observed a higher r2 value for females (0.39 for the maxillary and 0.42 for the mandibular teeth) compared to males (0.29 and 0.34, respectively). On the other hand, Hammad and Abdellatif [10] noticed a higher r2 for maxillary and mandibular buccal segment teeth in males (0.62 and 0.81, respectively) compared with females (0.40 and 0.77, respectively). The reported differences might be due to the different ethnicities of the examined groups and due to differences in sample size.

The SEE indicates errors involved in the use of prediction equations. As the value of SEE declines, usefulness of the prediction equation improves. The SEE in the present study ranged from 0.81 to 0.89 mm and was higher for the maxillary teeth in both male and female groups (0.89-0.87 mm respectively), compared to the corresponding mandibular values: (0.83-0.81 mm respectively). For instance, nearly 68% of all potential male participants would have an estimated ∑UCPP size accurate to within 1 SEE (0.89 mm) of their actual size. In 95% of all participants, the actual size of the ∑UCPP would range between two SEEs above and below the value inferred from the regression equation. The SEE values in the current study (ranging between 0.81 mm and 0.89 mm) are similar to those reported for the Thai population [4] (0.78 mm to 0.88 mm) and for Egyptian subjects [10] (0.72-0.88 mm).

In the present study, the Tanaka and Johnston equations have been applied to allow comparison between the predicted size of ∑UCPP and ∑LCPP and known sizes that were extracted from measurements. Significant differences were revealed between both measurements. Furthermore, Tanaka and Johnston's [5] regression equations overestimated the MD width of both the maxillary and mandibular buccal segments compared with the extracted measurements on the study models. These findings are similar to those reported previously for several ethnic backgrounds. [10],[11],[13],[17],[22],[23] This supports the conclusions of Buwembo and Luboga's [12] meta-analysis that mixed dentition analyses cannot be universally applied. However, the literature currently lacks studies that examine the clinical significance of the errors of tooth size prediction. [13]

Clinically, significant tooth size disparity has been investigated in a number of studies that examined Bolton discrepancies for different populations. A tooth size discrepancy of 2 mm was suggested by Othman and Harradine, [24] while Proffit and Fields [25] set the threshold of clinically significant tooth size discrepancy at 1.5 mm, judging anything less to be not significant. However, arrival at these values was not by evidence based methods. It will therefore be of interest to further explore the value of clinical significance in the prediction of tooth width in mixed dentition.

  • Significant sexual discrepancy in tooth size was evident in the study group, with males having larger teeth than females;
  • Both the Moyers and Tanaka and Johnston correlation methods are not accurate when estimating the size of canines and premolars in Libyan subjects;
  • The prediction equations developed will assist in treatment planning in Libyan children.

  References Top

1.Moyers RE. Handbook of Orthodontics. 4 th ed. Chicago, Ill: Year Book Medical Publishers; 1988. p. 577.  Back to cited text no. 1
2.Legoviæ M, Novosel A, Legoviæ A. Regression equations for determining mesiodistal crown diameters of canines and premolars. Angle Orthod 2003;73:314-8.  Back to cited text no. 2
3.Durgekar SG, Naik V. Evaluation of Moyers mixed dentition analysis in school children. Indian J Dent Res 2009;20:26-30.  Back to cited text no. 3
[PUBMED]  Medknow Journal  
4.Jaroontham J, Godfrey K. Mixed dentition space analysis in a Thai population. Eur J Orthod 2000;22:127-34.  Back to cited text no. 4
5.Tanaka MM, Johnston LE. The prediction of the size of unerupted canines and premolars in a contemporary orthodontic population. J Am Dent Assoc 1974;88:798-801.  Back to cited text no. 5
6.Staley RN, O'Gorman TW, Hoag JF, Shelly TH. Prediction of the widths of unerupted canines and premolars. J Am Dent Assoc 1984;108:185-90.  Back to cited text no. 6
7.de Paula S, Almeida MA, Lee PC. Prediction of mesiodistal diameter of unerupted lower canines and premolars using 45 degrees cephalometric radiography. Am J Orthod Dentofacial Orthop 1995;107:309-14.  Back to cited text no. 7
8.Hixon EH, Oldfather RE. Estimation of the sizes of unerupted cuspid and bicuspid teeth. Angle Orthod 1958;28:236-40.  Back to cited text no. 8
9.Bishara SE, Jakobsen JR, Abdallah EM, Fernandez Garcia A. Comparisons of mesiodistal and buccolingual crown dimensions of the permanent teeth in three populations from Egypt, Mexico, and the United States. Am J Orthod Dentofacial Orthop 1989;96:416-22.  Back to cited text no. 9
10.Hammad S, Abdellatif A. Mixed dentition space analysis in Egyptian children. Pediatr Dent J 2010;20:115-21.  Back to cited text no. 10
11.al-Khadra BH. Prediction of the size of unerupted canines and premolars in a Saudi Arab population. Am J Orthod Dentofacial Orthop 1993;104:369-72.  Back to cited text no. 11
12.Buwembo W, Luboga S. Moyer's method of mixed dentition analysis: A meta-analysis. Afr Health Sci 2004;4:63-6.  Back to cited text no. 12
13.Al-Bitar ZB, Al-Omari IK, Sonbol HN, Al-Ahmad HT, Hamdan AM. Mixed dentition analysis in a Jordanian population. Angle Orthod 2008;78:670-5.  Back to cited text no. 13
14.Nourallah AW, Gesch D, Khordaji MN, Splieth C. New regression equations for predicting the size of unerupted canines and premolars in a contemporary population. Angle Orthod 2002;72:216-21.  Back to cited text no. 14
15.Bugaighis I, Karanth D. The prevalence of malocclusion in urban Libyan schoolchildren. J Orthod Sci 2013;2:1-6.  Back to cited text no. 15
16.Flores-Mir C, Bernabé E, Camus C, Carhuayo MA, Major PW. Prediction of mesiodistal canine and premolar tooth width in a sample of Peruvian adolescents. Orthod Craniofac Res 2003;6:173-6.  Back to cited text no. 16
17.Lee-Chan S, Jacobson BN, Chwa KH, Jacobson RS. Mixed dentition analysis for Asian-Americans. Am J Orthod Dentofacial Orthop 1998;113:293-9.  Back to cited text no. 17
18.Carey CW. Linear arch dimension and tooth size; an evaluation of the bone and dental structures in cases involving the possible reduction of dental units in treatment. Am J Orthod 1949;35:762-75.  Back to cited text no. 18
19.Ferguson FS, Macko DJ, Sonnenberg EM, Shakun ML. The use of regression constants in estimating tooth size in a Negro population. Am J Orthod 1978;73:68-72.  Back to cited text no. 19
20.Flores-Mir C, Bernabé E, Camus C, Carhuayo MA, Major PW. Prediction of mesiodistal canine and premolar tooth width in a sample of Peruvian adolescents. Orthod Craniofac Res 2003;6:173-6.  Back to cited text no. 20
21.Portney LG, Watkins MP. Foundations of Clinical Research Applications to Practice. New Jersey: Prentice Hall Inc.; 2000. p. 560-7.  Back to cited text no. 21
22.Jaiswal AK, Paudel KR, Shrestha SL, Jaiswal S. Prediction of space available for unerupted permanent canine and premolars in a Nepalese population. J Orthod 2009;36:253-9.  Back to cited text no. 22
23.Schirmer UR, Wiltshire WA. Orthodontic probability tables for black patients of African descent: Mixed dentition analysis. Am J Orthod Dentofacial Orthop 1997;112:545-51.  Back to cited text no. 23
24.Othman S, Harradine N. Tooth size discrepancies in an orthodontic population. Angle Orthod 2007;77:668-74.  Back to cited text no. 24
25.Proffit WR, Fields HW. Contemporary Orthodontics. 3 rd ed. St Louis, Mo: Mosby; 2000. p. 167-70.  Back to cited text no. 25


  [Table 1], [Table 2], [Table 3], [Table 4], [Table 5], [Table 6]

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