(test 2), however, all BACs are <strong>in</strong>tegrated <strong>in</strong> clusters, the distances are smaller <strong>and</strong> the nodes are <strong>in</strong> regularity. After the twelve weeks tra<strong>in</strong><strong>in</strong>g period (test 3) the structure is quite stabilized, some distances are once aga<strong>in</strong> reduced (p. E. 9 <strong>and</strong> 10, 5 <strong>and</strong> 6) but also some (p. e. 3 <strong>and</strong> 4, 7 <strong>and</strong> 8) <strong>in</strong>creased. The follow<strong>in</strong>g schedule shows a way to transfer the structure of the dendrograms above <strong>in</strong>to a schedule to compare it directly. Each dendrogram <strong>Biomechanics</strong> <strong>and</strong> <strong>Medic<strong>in</strong>e</strong> <strong>in</strong> Swimm<strong>in</strong>g <strong>XI</strong> / Chapter 4 Tra<strong>in</strong><strong>in</strong>g Page 111 shows 2 ma<strong>in</strong> groups, but only test (2) <strong>and</strong> (3) shows 3 <strong>and</strong> 4 clusters. At test (2) there are 6 nodes (2 clusters) <strong>in</strong> the ma<strong>in</strong> group 1, at test (3) 7 nodes (3 clusters). Accord<strong>in</strong>g to ma<strong>in</strong> group 1 are <strong>in</strong> ma<strong>in</strong> group 2 at test The follow<strong>in</strong>g (2) 4 nodes schedule (1 cluster) shows a way <strong>and</strong> to at transfer test the (3) structure 3 nodes of (1 the cluster). dendrograms The above real <strong>in</strong>to <strong>Biomechanics</strong> a schedule <strong>and</strong> to compare <strong>Medic<strong>in</strong>e</strong> it <strong>in</strong> directly. Swimm<strong>in</strong>g Each <strong>XI</strong> dendrogram / Chapter shows 4 Tra<strong>in</strong><strong>in</strong>g 2 ma<strong>in</strong> groups, Page but only 111 distances test (2) <strong>and</strong> between (3) shows 3 the <strong>and</strong> s<strong>in</strong>gle 4 clusters. nodes At test cannot (2) there be are shown 6 nodes <strong>in</strong> (2 the clusters) schedule, <strong>in</strong> the these ma<strong>in</strong> group details 1, at are test only (3) 7 visible nodes (3 directly clusters). <strong>in</strong> Accord<strong>in</strong>g the dendrograms. to ma<strong>in</strong> group 1 are <strong>in</strong> ma<strong>in</strong> group 2 at test (2) 4 nodes (1 cluster) <strong>and</strong> at test (3) 3 nodes (1 cluster). The real distances between the s<strong>in</strong>gle nodes cannot be shown <strong>in</strong> the schedule, these details are Tab. The follow<strong>in</strong>g 1 Schedule schedule of representational shows a way to transfer only visible directly <strong>in</strong> the dendrograms. structure the structure for one of the swimmer dendrograms at above <strong>Biomechanics</strong> three <strong>in</strong>to a schedule <strong>and</strong> to <strong>Medic<strong>in</strong>e</strong> compare <strong>in</strong> it directly. Swimm<strong>in</strong>g Each <strong>XI</strong> dendrogram / Chapter 4 Tra<strong>in</strong><strong>in</strong>g shows 2 ma<strong>in</strong> groups, Page but 111 only tests test (2) <strong>and</strong> (3) shows 3 <strong>and</strong> 4 clusters. At test (2) there are 6 nodes (2 clusters) <strong>in</strong> the Tab. 1 Schedule of representational structure for one swimmer at three tests ma<strong>in</strong> group 1, at test (3) 7 nodes (3 clusters). Accord<strong>in</strong>g to ma<strong>in</strong> group 1 are <strong>in</strong> ma<strong>in</strong> Number of Number of group Test 2 at test (2) 4 nodes (1 cluster) BAC <strong>and</strong> ma<strong>in</strong> at test group (3) 1 3 nodes BAC (1 ma<strong>in</strong> cluster). group The 2 real ma<strong>in</strong> groups Cluster The distances Test follow<strong>in</strong>g between 1 2 schedule the shows s<strong>in</strong>gle 0 a nodes way to cannot 1,2,4 transfer be the shown structure <strong>in</strong> the of schedule, 5,8,9,10,7,3 the dendrograms these details above are <strong>in</strong>to only Test a schedule visible directly 2 2 to compare <strong>in</strong> the 3 it dendrograms. directly. Each {9,10} dendrogram {1,2,3,4} shows {5,6,7,8} 2 ma<strong>in</strong> groups, but only test Test (2) 3 <strong>and</strong> 2 (3) shows 3 <strong>and</strong> 4 4 clusters. {8,9,10}{1,2}{3,4} At test (2) there are 6 nodes {5,6,7} (2 clusters) <strong>in</strong> the ma<strong>in</strong> Tab. group 1 Schedule 1, at test of representational (3) 7 nodes (3 structure clusters). for Accord<strong>in</strong>g one swimmer to ma<strong>in</strong> at three group tests 1 are <strong>in</strong> ma<strong>in</strong> group The Test improvement 2 at Number test (2) of <strong>in</strong> 4 mental nodes Number (1 representation cluster) of improvement <strong>in</strong> mental representation BAC <strong>and</strong> shown ma<strong>in</strong> at test group as (3) example 3 shown 1 nodes BAC for (1 as one example ma<strong>in</strong> cluster). swimmer group The for 2 above real one distances also led between ma<strong>in</strong> groups to improvements the s<strong>in</strong>gle Cluster <strong>in</strong> nodes the swimm<strong>in</strong>g cannot be parameters shown <strong>in</strong> the (also schedule, shown for these one details swimmer are only swimmer Test below). visible 1 2 Accord<strong>in</strong>g directly above <strong>in</strong> also to the REISCHLE dendrograms. led 0 to improvements 1,2,4 (1988) <strong>and</strong> Arellano <strong>in</strong> the et swimm<strong>in</strong>g 5,8,9,10,7,3 al. (1991) the parameters follow<strong>in</strong>g Test 2 2 3 {9,10} {1,2,3,4} {5,6,7,8} (also parameters shown were for selected one swimmer to demonstrate below). technical Accord<strong>in</strong>g progress: to REISCHLE first, stroke length (1988) <strong>and</strong> Tab. Test second, 1 Schedule 3 2 stroke <strong>in</strong>dex of representational 4 which comb<strong>in</strong>es structure {8,9,10}{1,2}{3,4} stroke for length one swimmer <strong>and</strong> swimm<strong>in</strong>g at {5,6,7} three speed. tests <strong>and</strong> Arellano The follow<strong>in</strong>g Number schedule of et al. Number (1991) lists the of the follow<strong>in</strong>g parameters were selected to Test time (10 metres) (t), speed (v), stroke rate (sr), length demonstrate The improvement (d) <strong>and</strong> the stroke technical <strong>in</strong> mental <strong>in</strong>dex (si) of progress: representation BAC ma<strong>in</strong> the example first, shown group swimmer. stroke as example 1 BAC length for ma<strong>in</strong> <strong>and</strong> one second, swimmer group 2 ma<strong>in</strong> groups Cluster stroke above Test also 1 led 2 to improvements 0 <strong>in</strong> the swimm<strong>in</strong>g 1,2,4 parameters (also 5,8,9,10,7,3 shown for one swimmer Test <strong>in</strong>dex below). which comb<strong>in</strong>es stroke length <strong>and</strong> swimm<strong>in</strong>g speed. Tab. 2 Biomechanical 2 Accord<strong>in</strong>g to REISCHLE data 3 (1988) of one swimmer {9,10} at {1,2,3,4} <strong>and</strong> Arellano et test (1), (2) <strong>and</strong> {5,6,7,8} al. (1991) the follow<strong>in</strong>g (3) Test The parameters 3 follow<strong>in</strong>g 2 were Test 1 schedule selected 4 to lists demonstrate the {8,9,10}{1,2}{3,4} Test time technical 2 (10 metres) progress: {5,6,7} (t), first, speed stroke Test 3 (v), length stroke <strong>and</strong> second, stroke <strong>in</strong>dex which comb<strong>in</strong>es stroke length <strong>and</strong> swimm<strong>in</strong>g speed. rate t (sr), v length sr d (d) <strong>and</strong> si the t stroke v sr <strong>in</strong>dex d (si) si of the t example v sr swimmer. d si The The 6.52 improvement follow<strong>in</strong>g schedule 1.53 53 <strong>in</strong> 1.76 mental lists 4.08 representation the time (10 6.64 1.51 47 shown metres) 1.92 as (t), example speed (v), 4.36 6.66for stroke 1.50 one swimmer rate (sr), 48 1.88 above length 4.23 also (d) 6.64 led <strong>and</strong> 1.49 to the improvements stroke <strong>in</strong>dex (si) 50 1.81 4.10 <strong>in</strong> of the the 6.22 swimm<strong>in</strong>g example swimmer. 1.57 46 parameters 2.04 5.02 (also 6.64 shown 1.51 for 48 one 1.88 swimmer 4.27 below). Tab. 2 Accord<strong>in</strong>g Biomechanical to REISCHLE data of (1988) one swimmer <strong>and</strong> Arellano at test et al. (1), (1991) (2) <strong>and</strong> the follow<strong>in</strong>g (3) parameters Tab. 2 Biomechanical From test 1 were to test selected data 2 (tra<strong>in</strong><strong>in</strong>g to of demonstrate one swimmer at test (1), (2) <strong>and</strong> (3) period) the technical average progress: speed <strong>in</strong>creased first, stroke a little, length the stroke <strong>and</strong> second, Test 1 Test 2 Test 3 length clearly, stroke <strong>in</strong>dex while which the stroke comb<strong>in</strong>es rate decreased. stroke length Thus, <strong>and</strong> the swimm<strong>in</strong>g stroke-<strong>in</strong>dex speed. also <strong>in</strong>creased. At The t v sr d si t v sr d si t v sr d si test follow<strong>in</strong>g 3 the average schedule speed lists decreased the time a bit. (10 The metres) stroke (t), rate, speed the (v), stroke stroke length rate <strong>and</strong> (sr), the length stroke (d) 6.52 1.53 53 1.76 4.08 6.64 1.51 47 1.92 4.36 6.66 1.50 48 1.88 4.23 <strong>in</strong>dex <strong>and</strong> were the stroke stabilized <strong>in</strong>dex on (si) a level of the between example test swimmer. (1) <strong>and</strong> test (2). 6.64 1.49 50 1.81 4.10 6.22 1.57 46 2.04 5.02 6.64 1.51 48 1.88 4.27 The follow<strong>in</strong>g table shows the mean data of relevant parameters (test 1, 2 <strong>and</strong> 3) of the Tab. test 2 group. Biomechanical data of one swimmer at test (1), (2) <strong>and</strong> (3) From test Test 1 to 1 1 to test test 2 (tra<strong>in</strong><strong>in</strong>g 2 (tra<strong>in</strong><strong>in</strong>g period) Test the period) 2 average the speed average <strong>in</strong>creased speed Test a little, 3 <strong>in</strong>creased the stroke a little, length clearly, while the stroke rate decreased. Thus, the stroke-<strong>in</strong>dex also <strong>in</strong>creased. At Tab. t 3 v the Statistical stroke sr data d length for si test clearly, group t v while sr the d stroke si rate t decreased. v sr d Thus, si the 6.52 test 3 the average speed decreased a bit. The stroke rate, the stroke length <strong>and</strong> the stroke Parameter 1.53 53 1.76 4.08 Test 6.64 1 (mean, 1.51std) 47 stroke-<strong>in</strong>dex Test 1.922 4.36 (mean, 6.66 std) 1.50 Test 48 3 (mean, 1.88 4.23 std) <strong>in</strong>dex were stabilized also <strong>in</strong>creased. on a level between At test test 3 (1) the <strong>and</strong> average test (2). speed decreased a bit. 6.64 Speed 1.49 50 1.81 4.10 1.53 6.22 ± 0.09 1.57 m/s 46 1.52 2.04 ± 5.02 0.11 6.64 m/s 1.51 1.49 48 ± 1.88 0.09 m/s 4.27 The follow<strong>in</strong>g table shows the mean data of relevant parameters (test 1, 2 <strong>and</strong> 3) of the Stroke stroke rate rate, the 49.61 stroke ± length 4.2 /m<strong>in</strong> <strong>and</strong> 47.81 the stroke ± 3.26 <strong>in</strong>dex /m<strong>in</strong> were 46.70 stabilized ± 4.18 /m<strong>in</strong> on From test group. a Stroke level test length between 1 to test 2 test (tra<strong>in</strong><strong>in</strong>g 1.85 (1) <strong>and</strong> ± period) 0.16 test m the (2). average 1.92 speed ± 0.19 <strong>in</strong>creased m 1.93 a little, ± 0.20 the stroke m length Stroke clearly, <strong>in</strong>dex while the stroke 4.36 ± rate 0.72 decreased. 4.50 Thus, ± the 1.01 stroke-<strong>in</strong>dex 4.34 also ± <strong>in</strong>creased. 0.80 At test The Tab. 3 the follow<strong>in</strong>g 3 Statistical average speed data table for decreased shows test group the a bit. mean The stroke data rate, of relevant the stroke length parameters <strong>and</strong> the (test stroke 1, <strong>in</strong>dex Parameter Test 1 (mean, std) Test 2 (mean, std) Test 3 (mean, std) 2 The <strong>and</strong> speed were 3) stabilized of rema<strong>in</strong>ed the test on nearly a group. level the between same over test (1) the <strong>and</strong> 3 tests. test (2). Compar<strong>in</strong>g the stroke length, The Speed 1.53 ± 0.09 m/s 1.52 ± 0.11 m/s 1.49 ± 0.09 m/s however, follow<strong>in</strong>g an <strong>in</strong>crease table shows of approx. the mean 0.07 data m (60 of strokes relevant = parameters 4.20 m) <strong>and</strong> (test aga<strong>in</strong> 1, 2 1 <strong>and</strong> cm to 3) test of the (3). test Stroke rate 49.61 ± 4.2 /m<strong>in</strong> 47.81 ± 3.26 /m<strong>in</strong> 46.70 ± 4.18 /m<strong>in</strong> The group. stroke rate decreased by approx. 2 <strong>and</strong> 1 strokes per m<strong>in</strong>ute. The stroke <strong>in</strong>dex Tab. Stroke length 1.85 ± 0.16 m 1.92 ± 0.19 m 1.93 ± 0.20 m <strong>in</strong>creased 3 Statistical from test data 1 to test for 2 test <strong>and</strong> group decreased to test 3. Although there are small Tab. Stroke 3 Statistical <strong>in</strong>dex data for 4.36 test group ± 0.72 4.50 ± 1.01 4.34 ± 0.80 Parameter Test 1 (mean, std) Test 2 (mean, std) Test 3 (mean, std) Speed The speed rema<strong>in</strong>ed nearly 1.53 ± 0.09 the same m/s over 1.52 the 3 ± tests. 0.11 m/s Compar<strong>in</strong>g 1.49 the ± stroke 0.09 m/s length, Stroke however, rate an <strong>in</strong>crease of 49.61 approx. ± 4.2 0.07 /m<strong>in</strong> m (60 strokes 47.81 = ± 4.20 3.26 m) /m<strong>in</strong> <strong>and</strong> aga<strong>in</strong> 46.70 1 ± cm 4.18 to test /m<strong>in</strong> (3). Stroke The stroke length rate decreased 1.85 ± by 0.16 approx. m 2 <strong>and</strong> 1.92 1 strokes ± 0.19 per m m<strong>in</strong>ute. 1.93 The ± 0.20 stroke m <strong>in</strong>dex Stroke <strong>in</strong>creased <strong>in</strong>dex from test 1 4.36 to ± test 0.72 2 <strong>and</strong> decreased 4.50 ± to 1.01 test 3. Although 4.34 ± there 0.80 are small The speed rema<strong>in</strong>ed nearly the same over the 3 tests. Compar<strong>in</strong>g the stroke length, however, an <strong>in</strong>crease of approx. 0.07 m (60 strokes = 4.20 m) <strong>and</strong> aga<strong>in</strong> 1 cm to test (3). The stroke rate decreased by approx. 2 <strong>and</strong> 1 strokes per m<strong>in</strong>ute. The stroke <strong>in</strong>dex <strong>in</strong>creased from test 1 to test 2 <strong>and</strong> decreased <strong>Biomechanics</strong> to <strong>and</strong> test <strong>Medic<strong>in</strong>e</strong> 3. Although <strong>in</strong> Swimm<strong>in</strong>g there <strong>XI</strong> are / Chapter small 4 <strong>in</strong>creases, Tra<strong>in</strong><strong>in</strong>g only the Page stroke 112 rate changed significantly (shown by the Wilcoxon signed-rank test). The speed rema<strong>in</strong>ed nearly the same over the 3 tests. Compar<strong>in</strong>g the stroke length, however, an <strong>in</strong>crease of approx. 0.07 m (60 strokes = 4.20 m) <strong>and</strong> aga<strong>in</strong> 1 cm to test (3). The stroke rate decreased by approx. 2 <strong>and</strong> 1 strokes per m<strong>in</strong>ute. The stroke <strong>in</strong>dex <strong>in</strong>creased from test 1 to test 2 <strong>and</strong> decreased to test 3. Although there are small <strong>in</strong>creases, only the stroke rate changed significantly (shown by the Wilcoxon signed- The rank test). follow<strong>in</strong>g table shows the mean data of relevant parameters (test 1, 2 <strong>and</strong> 3) of the control group. The follow<strong>in</strong>g table shows the mean data of relevant parameters (test 1, 2 <strong>and</strong> 3) of the control group. Tab. 4 Statistical data for control group Tab. 4 Statistical data for control group Parameter Test 1 (mean, std) Test 2 (mean, std) Test 3 (mean, std) Speed 1.38 ± 0.10 m/s 1.30 ± 0.11 m/s 1.28 ± 0.08 m/s Stroke rate 49.63 ± 3.62 /m<strong>in</strong> 48.65 ± 3.87 /m<strong>in</strong> 48.80 ± 4.62 /m<strong>in</strong> Stroke length 1.68 ± 0.15 m 1.62 ± 0.16 m 1.57 ± 0.18 m Stroke <strong>in</strong>dex 3.23 ± 0.66 2.81 ± 0.70 2.60 ± 0.56 In contrast with the test group, the control group does not show any <strong>in</strong>creases. Rather the speed <strong>and</strong> the stroke distance decreased, while the stroke rate nearly rema<strong>in</strong>ed at the same level. DISCUSSION Compar<strong>in</strong>g the test-group-results of the three tests after six weeks tra<strong>in</strong><strong>in</strong>g <strong>in</strong>clud<strong>in</strong>g a SDA-M based <strong>in</strong>tervention the <strong>in</strong>crease of stroke length at a similar speed is obvious. This can also be shown for the stroke <strong>in</strong>dex (test 1 to 2, which is based on speed <strong>and</strong> the stroke length. Longer stroke length is an <strong>in</strong>dicator of an <strong>in</strong>creased effect of the strok<strong>in</strong>g action. In comb<strong>in</strong>ation with lower stroke rate a total <strong>in</strong>crease of efficiency is obvious. chaPter4.tra<strong>in</strong><strong>in</strong>g<strong>and</strong>Performance In contrast with the test group, the control group does not show any <strong>in</strong>creases. Rather the speed <strong>and</strong> the stroke distance decreased, while the stroke rate nearly rema<strong>in</strong>ed at the same level. dIscussIon Compar<strong>in</strong>g the test-group-results of the three tests after six weeks tra<strong>in</strong><strong>in</strong>g <strong>in</strong>clud<strong>in</strong>g a SDA-M based <strong>in</strong>tervention the <strong>in</strong>crease of stroke length at a similar speed is obvious. This can also be shown for the stroke <strong>in</strong>dex (test 1 to 2, which is based on speed <strong>and</strong> the stroke length. Longer stroke length is an <strong>in</strong>dicator of an <strong>in</strong>creased effect of the strok<strong>in</strong>g action. In comb<strong>in</strong>ation with lower stroke rate a total <strong>in</strong>crease of efficiency is obvious. However, without the specific workouts the test group also could not stabilize the high level reached at test 2. The chosen parameters also decreased a bit, but reached at test 3 a level between test 1 <strong>and</strong> test 2. In contrast of the test group, the control group rema<strong>in</strong>ed on the level of test 1 or the results decreased. Without us<strong>in</strong>g Split or do<strong>in</strong>g the specific technique tra<strong>in</strong><strong>in</strong>g, they did not show the same changes as the test group. Even though the changes were mostly not statistically significant, the <strong>in</strong>tervention made an impact: the participat<strong>in</strong>g swimmers <strong>in</strong>creased their cognitive ability <strong>and</strong> thus enhanced their own power to optimize their aquatic space activities. But this seems to be a first, small step – without the specific tra<strong>in</strong><strong>in</strong>g the changes could not be stabilized at the high level of test 2. Either the <strong>in</strong>tervention-time was too short or it might be important to repeat the specific workouts for better stabilization. Presumably, if the SDA-M based strok<strong>in</strong>g <strong>in</strong>structions causes large-sale changes, the concerned swimmers were not able to automate the new motion sequence <strong>in</strong> the short time of the <strong>in</strong>tervention. Especially when they try to swim at maximal speed, they did not manage to cont<strong>in</strong>uously produce the motion sequence at an optimized level or they did not reach maximal speed, they swam more slowly than on the pre-test. conclusIon The elected method st<strong>and</strong>s the test, although it will be important <strong>in</strong> the future to study aga<strong>in</strong> this type of tra<strong>in</strong><strong>in</strong>g <strong>in</strong> the doma<strong>in</strong> of motor control <strong>and</strong> motor learn<strong>in</strong>g, for example dur<strong>in</strong>g a longer <strong>in</strong>tervention. In the future, technique tra<strong>in</strong><strong>in</strong>g offers great potential for more effective tra<strong>in</strong><strong>in</strong>g of age-group swimmers. In long term performance plann<strong>in</strong>g, more time should therefore be spent on the education of motor competence start<strong>in</strong>g early <strong>in</strong> the swimmer’s education. With advanced swimmers the cognition based technique tra<strong>in</strong><strong>in</strong>g can be used to work systematically on the cognitive representation of the motion <strong>in</strong> theory <strong>and</strong> practice. However, this requires better education of the swimmers <strong>in</strong> the theoretical background of the different strokes. reFerences Arellano, R & Pardollp, S. (1991). An evaluation of changes <strong>in</strong> the crawl-stroke techniques dur<strong>in</strong>g tra<strong>in</strong><strong>in</strong>g periods <strong>in</strong> a swimm<strong>in</strong>g season. In D. Mac Laren, T. Reilly, A. Lees (eds.), Swimm<strong>in</strong>g Science VI (S. 143-149). London. Bläs<strong>in</strong>g, B., Tenenbaum, G. & Schack, T. (2009). The cognitive structure of movements <strong>in</strong> classical dance. Psychology of Sport <strong>and</strong> Exercise, 10, 350-360. Engel, F. & Schack, T. (2001), Das Coach<strong>in</strong>gkonzept ProMent <strong>in</strong> der Praxis. Reischle, k., 1988: Biomechanik des Schwimmens. Bockenem. Schack, T. (2002). Kognitive Architektur von Bewegungsh<strong>and</strong>lungen. Unveröffentlichte Habil. Köln. Schmidt, A. C. (2009). Kognitionsbasiertes Bewegungstra<strong>in</strong><strong>in</strong>g und Talentförderung. E<strong>in</strong>e Interventionsstudie zur Kraularmbewegung. Gött<strong>in</strong>gen. 285
<strong>Biomechanics</strong><strong>and</strong>medic<strong>in</strong>e<strong>in</strong>swimm<strong>in</strong>gXi Assess<strong>in</strong>g Mental Workload at Maximal Intensity <strong>in</strong> Swimm<strong>in</strong>g Us<strong>in</strong>g the NASA-TLX Questionnaire schnitzler, c. 1 , seifert, l. 1 , chollet, d. 1 1 CETAPS EA 3832, Faculty of Sports Sciences, University of Rouen, France The sensitivity of the NASA-TLX questionnaire to gender, age <strong>and</strong> expertise was <strong>in</strong>vestigated. Fifty subjects performed a 400-m front crawl at maximal velocity. Then, 100-, 200- <strong>and</strong> 300-m trials at the same velocity were performed. Mental workload was assessed. The results showed that total subjective workload (TWL) <strong>in</strong>creased gradually with the distance (p
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average VO2 measured during resting
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etween experimental groups and cont
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Pahlen Norge AS Pahlen Norge AS Cha