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Chapter 2 2.4. Statistical Analysis Statistical analysis was performed with IBM SPSS version 20 (Statistical Package for Social Sciences co-branded by International Business Machines corporation). The data was first assessed to determine if the distribution was parametric or non-parametric. As a result, the subsequent tests performed were based on this criterion. Parametric data is frequently referred to as normal data as it infers the data follows a normal (Gaussian) distribution [184]. Normal distribution is based on the assumption that 95% of all the data points fall within 1.96 of the standard deviation (SD) of the mean. Parametric tests include t-tests (comparing 1/2 groups) and ANOVA (analysis of variance) which can analyse the variance of multiple groups simultaneously. Parametric data are considered more powerful as all the data fits within the 1.96±SD. Nonparametric data do not fit any ordered distribution. Tests for nonparametric data are also referred to as distribution-free methods. Methods of analyzing non-parametric data include the Mann-Whitney U test (2 comparisons) and the Kolmogorov-Smirov Z test for multiple comparisons [184]. Comparing groups to evaluate if there are differences between them is usually performed by finding a p value. The null hypothesis (H 0 ) is that the result is likely to have occurred by chance and that given a larger set of values the same results would not occur. The alternative hypothesis (H A ) states that the result is unlikely to have arisen by chance and that given a larger dataset this result would still be statistically significant. For example if a null hypothesis was set that there was no difference between series of observations of A and a series of observation of B and the alternative hypothesis would be there was a difference between them. If the resulting p values from either parametric or non parametric tests was
Chapter 2 generally accepted by convention as indicating that the null hypothesis can be rejected, meaning that there is a statistically significant difference between observations for A and the observations for B. Type I errors (the false appearance of apparent significance) and type II errors (the failure to detect an actual significant difference) can occur. Therefore it is necessary to exercise caution when interpreting p values. Researchers should be aware at all times that the use of a p value only suggests the presence or absence of a statistically significant difference. Moreover, the determination of p values on multiple groups or comparisons may increases the likelihood to type 1 errors. It is reasonable to think that if multiple tests are performed it becomes more likely that a value of
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Salmonella enterica - biofilm forma
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Table of Contents Page Number 1.16.
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Table of Contents Page Number 4.1.2
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Table of Contents Page Number 6.8.4
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List of Abbreviations Table Page Nu
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List of Abbreviations List of Abbre
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Summary of Content Summary of Conte
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“To show your true ability is alw
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Acknowledgements ever met, Fiona th
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Acknowledgements This Ph.D. thesis
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Chapter 1 1.1. Salmonella Salmonell
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Page 26 and 27: Chapter 1 cracks or penetration of
Page 28 and 29: Chapter 1 detected by agglutination
Page 30 and 31: Chapter 1 become colonized with >10
Page 32 and 33: Chapter 1 antigens [z27],[z45] [1].
Page 34 and 35: Chapter 1 S. Agona has also been im
Page 36 and 37: Chapter 1 isolated from undercooked
Page 38 and 39: Chapter 1 The S. Typhimurium strain
Page 40 and 41: Chapter 1 ecosystem with the use of
Page 42 and 43: Chapter 1 [82]. Previous research h
Page 44 and 45: Chapter 1 to genes involved in flag
Page 46 and 47: Chapter 1 observation has also been
Page 48 and 49: Chapter 1 [119] and flow cell react
Page 50 and 51: Chapter 1 based disinfectant) the s
Page 52 and 53: Chapter 1 formation of two strains
Page 54 and 55: Chapter 1 shield the S. Agona cells
Page 56 and 57: Chapter 1 Key Objectives of this st
Page 58 and 59: Chapter 2 2. Abstract Food-borne pa
Page 60 and 61: Chapter 2 indicated that there may
Page 62 and 63: Chapter 2 taken from industrial set
Page 64 and 65: Chapter 2 2.1.4. CDC Biofilm Reacto
Page 66 and 67: Chapter 2 can be performed without
Page 68 and 69: Chapter 2 To summarise, previous au
Page 70 and 71: Chapter 2 2.3. Methods for examinin
Page 72 and 73: Chapter 2 and the biofilm formed th
Page 76 and 77: Chapter 2 Table 2.1: Strain charact
Page 78 and 79: Chapter 2 XII. The gas port and med
Page 80 and 81: Chapter 2 II. Primary fixative cons
Page 82 and 83: Chapter 2 IX. Once the conditions w
Page 84 and 85: Chapter 2 Figure 2.1: Image of CBR
Page 86 and 87: Chapter 2 2.6. Results 2.6.1. Asses
Page 88 and 89: Chapter 2 2.6.3. SEM Analysis of su
Page 90 and 91: Chapter 2 Figure 2.6: Complete remo
Page 92 and 93: Chapter 2 2.6.5. Mean log 10 densit
Page 94 and 95: Chapter 2 2.6.6. Mean log 10 densit
Page 96 and 97: Chapter 2 Table 2.5: Mean log 10 de
Page 98 and 99: Chapter 2 The results displayed in
Page 100 and 101: Chapter 2 Table 2.7: Difference bet
Page 102 and 103: Chapter 2 Table 2.8: The mean log 1
Page 104 and 105: Chapter 2 Figure 2.7: Graph of the
Page 106 and 107: Chapter 2 also used “high” soni
Page 108 and 109: Chapter 2 2.8. Summary All 13 strai
Page 110 and 111: Chapter 3 3. Abstract It has been e
Page 112 and 113: Chapter 3 classified as persistent
Page 114 and 115: Chapter 3 was plated onto TSA for e
Page 116 and 117: Chapter 3 Figure 3.1: The mean log
Page 118 and 119: Chapter 3 Figure 3.3: SEM image of
Page 120 and 121: Chapter 3 Table 3.2: Difference bet
Page 122 and 123: Chapter 3 3.4.3. Intra-serovar vari
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Chapter 3 3.4.4. Strain variation i
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Chapter 3 3.4.5. The density of bio
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Chapter 3 3.5. Discussion As illust
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Chapter 3 As discussed in section 3
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Chapter 3 increased biofilm appeare
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Chapter 4 Examining the efficacy of
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Chapter 4 through laboratory based
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Chapter 4 acid and quaternary ammon
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Chapter 4 the surface the temperatu
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Chapter 4 availability of multiple
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Chapter 4 peracetic acid (100, 200,
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Chapter 4 As discussed previously,
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Chapter 4 Dey/Engley (Difco) neutra
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Chapter 4 sterilisation was achieve
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Chapter 4 IX. Aliquots of 100µl of
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Chapter 4 XV. XVI. XVII. XVIII. XIX
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Chapter 4 4.3. Results 4.3.1. Suspe
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Chapter 4 Table 4.3: Mean log 10 de
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Chapter 4 Benzalkonium chloride was
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Chapter 4 4.4. Discussion Suspensio
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Chapter 4 effective at eliminating
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Chapter 4 Surprisingly, Nguyen et a
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Chapter 4 though a contact time of
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Chapter 4 provide a more standardis
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Chapter 4 hours instead of the stan
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Chapter 5 5. Abstract Examining bio
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Chapter 5 dry and rough (bdar) morp
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Chapter 5 absence of curli and cell
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Chapter 5 studies such as the micro
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Chapter 5 discussed in chapter 4. T
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Chapter 5 5.2. Methods 5.2.1. Colon
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Chapter 5 XIII. XIV. XV. XVI. XVII.
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Chapter 5 XVI. XVII. XVIII. XIX. XX
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Chapter 5 5.3.2. Repeatability of m
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Chapter 5 Figure 5.2: Stained biofi
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Chapter 5 was formed at room temper
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Chapter 5 Table 5.3: The density of
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Chapter 5 5.3.4. The density of bio
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Chapter 5 Table 5.6: The difference
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Chapter 5 Table 5.7: The difference
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Chapter 5 Table 5.8: Summary of ass
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Chapter 5 interpretation therefore
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Chapter 5 measures of S. enterica b
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Chapter 5 cells peaks [165, 191]. D
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Chapter 5 5.5. Limitations of the s
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Chapter 6 Discussion of S. enterica
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Chapter 6 However, a number of auth
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Chapter 6 It is of interest to exam
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Chapter 6 were similar at 48 hours.
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Chapter 6 attributable to a small n
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Chapter 6 chosen as an appropriate
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Chapter 6 undetermined. However, th
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Chapter 6 reason for this may be du
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Chapter 6 Moreover, based on the re
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Chapter 6 responsible for increased
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Chapter 6 not fully capture the ran
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Chapter 6 However, the extent of bi
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Chapter 6 6.10. Conclusions and rec
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Chapter 6 studies may solve some of
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Bibliography Bibliography Page 221
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Bibliography 12. T. Takata, J.L., H
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Bibliography 29. Barker, J., M. Nae
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Bibliography 47. Threlfall, E.J., H
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Bibliography 65. CDC. Investigation
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Bibliography 83. Ledeboer, N., Frye
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Bibliography 100. Chia, T., Goulter
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Bibliography 117. Buckingham-Meyer,
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Bibliography 133. European Committe
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Bibliography Supernatant of a Hafni
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Bibliography 165. Díez-García, M.
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Bibliography cultivation of Staphyl
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Bibliography Compounds. 2012. Appli
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Bibliography 215. Buck, et al., A q
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Bibliography Canadian Journal of Ps
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Appendix 1 Appendix 1— List of Re
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Appendix 1 Appendix 1 - List of Equ
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Appendix 2 Colour index High outlie
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Appendix 3 Appendix 3-Figure 2: PFG
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Appendix 4 Poster Presentation Envi
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