The influence of the place-value structure of the Arabic number ...

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Dehaene (1997, p. 101) claims (see also Boyer, 1944 for discussion of this point). On the one hand, such an assumption is corroborated by considering the historical development of numerical notation systems. In a detailed evaluation of transformation processes of numerical notation systems Chrisomalis (2004) found that cumulative notation systems did not develop from by non-cumulative antecessors and positional notation systems were never followed up by additive ones. However, on the other hand, Chrisomalis (2004) also noted that knowing which systems were used and then replaced by which other system is only part of the story. It also has to be considered for which purposes (i.e., administrative or technical needs, formal mathematics) a notational system was used and how good the different structural and organizational aspects of the respective notation system coped with the related requirements. In this vein, the Arabic number system with its characteristic place-value structure may be one of the (maybe the) best-suited notation systems for the current state in science, economics, and everyday life. Convergent evidence for this argument comes from Zhang and Norman (1995) who evaluated the applicability of different numerical notation systems by the degree to which they allow for an external representation of information required to perform arithmetic procedures such as multi-digit multiplication. In this context, external means that the respective information can be read from the symbolic notation of a given number while information being exclusively represented internally has to be retrieved from memory. For the case of the Arabic number system this means that e.g., the power levels are represented externally as indicated by the position a certain digit holds within a given number. On the other hand, the semantic meaning of the individual digits, i.e., the quantity they represent, has to be retrieved from memory as the shape of the digits does not directly code the quantity they represent as e.g., the number of marks in any tally-like system does. When analyzing the relation of externally to internally available information needed to multiply two multi-digit numbers Zhang and Norman (1995) proposed that such multiplication involves six steps [i.e., 8
(i) separating power and base dimensions, (ii) get base values, (iii) multiply base values, (iv) get power values, (v) add power values, and (vi) attach power values to the product of the base values] of which four [i.e., steps (i), (iv), (v), and (vi)] and thus more than in any other numerical notation system are based on externally available information in the Arabic number system. Based on this observation Zhang and Norman (1995) argue that such comprehensive use of external representations by the Arabic number system may be the most important reason why it is so widely established and has been recognized as on of the most genius inventions in human history. Nevertheless, it is almost impossible to say whether future developments may or may not come up with requirements incompatible with the structuring of the Arabic number system, thereby, leading to transformational processes or even to its replacement. Yet, for the moment the Arabic number system is a vital part of almost everybody’s everyday life. Being numerate (in addition to being literate) is already an integral prerequisite of managing one’s life at the beginning of the 21 st century. Indeed, Bynner and Parsons (1997, see also Parsons & Bynner, 2005) found insufficient numeracy to be a more pronounced impairment regarding job and promotion prospects as compared to poor literacy. Against this background an understanding of how numerical information is cognitively represented complying with the specifications of the Arabic number system in general and its structural place-value organization in particular is of specific importance to corroborate elaborate and efficient teaching and training of numerical/mathematical competencies (see above for the representational advantages of the Arabic number system). As a first step it may be interesting to evaluate in what way the representation of the place-value structure of the Arabic number system is implemented in current models of numerical cognition. The following section will address this issue. 9
Page 1 and 2: The influence of the place-value st
Page 3: Ich möchte mich an dieser Stelle b
Page 6 and 7: ZUSAMMENFASSUNG Das wissenschaftlic
Page 8 and 9: Study 5: All for one but not one fo
Page 10 and 11: Classification performance ........
Page 12 and 13: The Arabic place-value structure an
Page 14 and 15: Large problem size > small problem
Page 16 and 17: ABSTRACT ..........................
Page 18 and 19: Study 2: On the cognitive instantia
Page 20 and 21: LIST OF FIGURES Section 1: General
Page 22 and 23: Section 4: The neurocognitive under
Page 24 and 25: LIST OF TABLES Section 1: General I
Page 26: Section 5: A computational model of
Page 29 and 30: Number, the simplest and most unive
Page 31 and 32: limited set of symbols. To achieve
Page 33: interexponential structuring princi
Page 37 and 38: Abstract Code Model Verbal number C
Page 39 and 40: of the Arabic number system within
Page 41 and 42: previous studies on two-digit numbe
Page 43 and 44: eview), questions concerning repres
Page 45 and 46: esponses are easier (i) for problem
Page 47 and 48: 2009c). Based on the framework of t
Page 49 and 50: scarce (but see Domahs et al., 2006
Page 51 and 52: y Studies 5 and 6 of the current th
Page 53 and 54: OVERVIEW OVER THE STUDIES INCORPORA
Page 55 and 56: a view was corroborated by a variet
Page 57 and 58: would indicate influences of verbal
Page 59 and 60: 2. Study 6: Impairments of the ment
Page 61 and 62: eplicate processes of unit-decade i
Page 63 and 64: determinants shall be reviewed. Mor
Page 65 and 66: Study 6: Hoeckner, S., Moeller, K.,
Page 67 and 68: Section 2 Task invariant influences
Page 69 and 70: ABSTRACT Over the last years, evide
Page 71 and 72: The authors used a magnitude compar
Page 73 and 74: Such congruency is important as mos
Page 75 and 76: Procedure: After ten randomly chose
Page 77 and 78: compatibility effect for large unit
Page 79 and 80: 2004). So, increasing the maximum u
Page 81 and 82: proportions in earlier studies. The
Page 83 and 84: CONCLUSIONS In summary, the conclus
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Study 2 On the cognitive instantiat
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INTRODUCTION One of the probably mo
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eye fixation behaviour for the eval
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(see Rayner, 1998 for a review). Tr
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Procedure: After being seated with
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adjustment of the degrees of freedo
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Eye fixation behaviour TRT in ms To
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or the decade digits was found (393
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egressions were directed to the sec
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the requirement of a carry is deter
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In line with this prediction, total
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Instead, it seems to involve differ
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Section 3 On the importance of plac
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ABSTRACT The mental number line of
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preschoolers aged 4). However, the
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still represented even when only th
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specificity. Yet, in adults it has
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METHOD The reported experiment was
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child separately to obtain estimati
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indicated that Italian children’s
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striking similarity between the ori
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Inversion influences on estimation
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% overall Estimation Error 25 20 15
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seem to be the origin of the perfor
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this system. In this case no langua
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two-linear model with one linear re
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and 40 is 10 times as large as the
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APPENDIX A A remark on how to evalu
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Splitting the overall interval in t
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much closer to the proposed breakpo
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the individual approach may be more
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Contrarily, data produced by a two-
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Study 4 Early place-value understan
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INTRODUCTION Dealing with (multi-di
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has been shown that other represent
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number system as formalized by its
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124 10024, see Deloche & Seron, 19
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Please note that in contrast to Miu
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Roid, Prifitera, & Weiss, 1993; see
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effect-based approach has never bee
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(ii) In the magnitude comparison ta
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problem of capitalizing on differen
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Error rate in % Error Categories (c
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positively correlated with overall
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(ii) Effect approach analyses of pr
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whether the carry effect for additi
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Non-carry problems: For the percent
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from basic numerical concepts to ar
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transcoding and/or who showed relat
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A word on the validity of the curre
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e adapted for the results of the pr
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Non-monotonous Model of the Relatio
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of the probes unit and/or decade di
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the place-value structure of the Ar
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Therefore, we believe that this stu
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APPENDIX A: Correlation tables of s
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Section 4 The neurocognitive underp
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ABSTRACT Mental arithmetic and calc
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manipulations cannot be distinguish
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numbers is assumed to be more preci
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correctly bisected by the second nu
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Table 1: Behavioural performance in
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were found bilaterally in the dorso
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Table 3: Brain areas activated by b
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portion of the superior frontal gyr
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Figure 3: fMRI signal for parametri
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The fronto-parietal network and the
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Finally, increased activation in th
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Inferior parietal cortex, the angul
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primarily necessary for solving the
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Tippet (1996) have shown that patie
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Study 6 Impairments of the mental n
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INTRODUCTION Patients suffering fro
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2005), triplets in which the interv
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Visual field assessment showed no s
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Table 1: Demographic and clinical d
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For 80 bisected triplets the factor
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Factorial Analyses (ANOVA and t-tes
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Errors: The ANOVA revealed a main e
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DISCUSSION The effects of neglect o
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decade digits but they even process
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strategic value of retrieving this
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APPENDIX A Test results of patients
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the middle the beneficial effect of
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229
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Study 7 Two-digit number processing
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INTRODUCTION The internal represent
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all numbers the overlap for larger
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digit numbers were engaged. Additio
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single node in an ordered sequence
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modelling to evaluate the plausibil
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A Output Layer 11 99 11 #1 #2 99 In
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expected considering their magnitud
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the output of the right node would
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advantages for these numbers (see a
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Finally, a regression analysis only
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236) = 417.38, p < .001] and incorp
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Regression The stepwise regression
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compared numbers, unit distance, lo
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RT in ms 780 770 Compatible Number
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esponse latencies increased as dist
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Table 5: Predictors included in the
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Taken together, these results revea
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of overall distance necessarily req
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most important predictor in a multi
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activation of the output layer is a
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The nature of the representation of
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Thereby, possible interactions and
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decomposed model did not include an
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APPERNDIX B Development of connecti
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Figure C: Development of connection
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Figure E: Development of connection
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Interestingly, one might infer from
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Section 6 Summary 287
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may be determined by the presentati
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tens and units: German-speaking chi
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Study 6 examined the influence of t
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295
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GENERAL DISCUSSION In the last sect
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to-be-evaluated triplet crossed a d
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specific processing of place-value
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explanation of the decade consisten
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verbal recoding of tens and units d
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system and the ordinality of the me
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epresentation itself as well as its
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Furthermore, converging evidence is
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methodological problems. In most of
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jittering the positions of the sequ
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numbers within the triplets, proces
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Pollatsek, 1989) states that an obj
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computational models were programme
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The developmental influence of plac
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correspond to the order of tens and
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Asian languages (e.g., Japanese, Ko
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indicating that decomposed processi
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REFERENCES Banks, W. P. (1977). Enc
Page 359 and 360:
Karmiloff-Smith, Annette (1996). Be
Page 361 and 362:
Pixner, S. (2009). How do children
Page 363 and 364:
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