%���� gF/(+GaKo$qneLWDrQ#;5\S(\$q'LM9bYJX9N;hHO_e;>`Y"/'J:I~> /Author (US General Accounting Office (GAO)) ����Ӄ��*�b��0 ���8�0�MƓ��� )�=ӜX�n2��&��c7�M�CI�� '��Ɠ�R* MȌ������;@ˆ�[����`$"��a@� �!�f �H�* H¨�$�����z���)���9� �7���7��P����:�cH�7�2?����� �(�4 � �6H�@" #��9�Ct�7��~����A�_,3b�!��H��@�.3D�A�T". Data Analysis as Data Reduction Management goal is to make large amount of data manageable Analysis goals: Search for commonalities, which lead to categories (know as codes or themes) Search for contrasts/comparisons There is Physical reduction of data (putting names on excerpts as if you are creating labels in a filing /Matrix [0.4497 0.2446 0.02518 0.3163 0.672 0.1412 0.1845 0.08334 0.9227] endobj Determining the type and scope of data analysis is an integral part of an overall design for the study. <> /Length 269 8 0 obj stream ?$��X�z}Ph %PDF-1.1 7 0 obj %PDF-1.6 %���� /Subtype /Link However, this document and process is not limited to educational activities and circumstances as a data analysis is also necessary for business-related undertakings. Using simple terms, as much as possible, /Length 558 /Dest [3 0 R /XYZ null null null ] Data analysis is the central step in qualitative research. 1288 0 obj <>/Filter/FlateDecode/ID[<947A2168288D0E4F8710CB13E6E6324E><4B323ABC5C28D046BBDF013F9C75D054>]/Index[1265 37]/Info 1264 0 R/Length 115/Prev 533336/Root 1266 0 R/Size 1302/Type/XRef/W[1 3 1]>>stream • Data is a universal language allowing scientists to work together no matter where they are and when do they live. ��Q��A ưqp� 9��������`�Tl����@M˲c$Ls&���A��Z6A�FX��&7�Ld��t�d 6QDy�"&S��FcJ]� ] endobj endstream endobj • Without careful data analysis to back up your conclusions, the results of your scientific research … /ReportNum (GAO/PEMD-10.1.11) << /Filter /LZWDecode stream CHAPTER 1. Data analysis is commonly associated with research studies and other academic or scholarly undertakings. J,g]g+e/h_!_gCtO=0f)$P%cIi8Zdfc5&3j_8$7g. Whatever the data are, it is their analysis that, in a decisive way, forms the outcomes of the research. �e���U�� >> 9-d\DA=cZ0Q>gIM$$;cd2O@&a;X,Nn_aP(]I1aRc(K1^ue> 2 0 obj << Definition of research in data analysis: According to LeCompte and Schensul, research data analysis is a process used by researchers for reducing data to a story and interpreting it to derive insights.The data analysis process helps in reducing a large chunk of data into smaller fragments, which makes sense. ���� JFIF ` ` �� ZExif MM * J Q Q �Q � �� ���� C • Very likely, your research will involve data collection and analysis in order to test your hypothesis. INTRODUCTION TO APPLIED THEMATIC ANALYSIS 5 DEFINING QUALITATIVE RESEARCH Before talking about process, we should first define what we mean by “qualita- tive research, ” since the definition influences how we characterize qualitative data analysis, the data items to be used in our analysis, and the types of analyses ",#(7),01444'9=82. 5 0 obj In other words, they need to develop a data analysis plan. << /Filter /LZWDecode ��d��� y;�dgЭ8c�{A���>�3%���=����E��d�&jl�5 <>>>/Filter/FlateDecode/Length 35>> /Title (Quantitative Data Analysis: An Introduction GAO/PEMD-10.1.11) Data analysis is a critical stage in social research. /Footer (GAO/PEMD-10.1.11 Quantitative Analysis) /Rect [90 72 522 720 ] /Length 459 /Jobcode ((973317) ) data. 4 0 obj << $.' 6 0 obj ��4*ub�K��AU U� ����+P�Mb�T��EF�t�Vd6��f0Uhq;��!�a0z�A|��$B��6�]AS��g"1���lq�����\�b7�g$���L�T����H�R| Sometimes, data collection is limited to recording and docu-menting naturally occurring phenomena, for example by recording interactions. << "g��{�$�`X� �?�#KX=#E���_ 4�_ << /Type /Annot PbLSZTLEE(8E@'*1mg_*eTnN*;*'V3+gm-EEetX%;Bo$ur2ss*N`.-!.kG_q6GDD' [/CalRGB 1265 0 obj <> endobj /Producer (US General Accounting Office (GAO)) >> 7 0 obj endobj w��4m�V7a��7��2o���[L�b�h�I����+B���� �my�uc˴m�B��[j4Y��L���{����nm���I�;�]+�@D�#ѓĤ^r(ɢIa[��8��LhHE����Ϳ���:�vkn[�N��)�錫��)o�tj�OH�mk�t���̖Ta��iG��ʼjˢ����]��i�=�3��L#��Hl�B���:_gۺ&��� ��"�f}K@Lj�X$,q��Py����G��"�mJB3���.R���>�L�xw�ðPr~F��k9�W�� /Creator (US General Accounting Office (GAO)) /Gamma [1.8 1.8 1.8] stream /Subject (Quantitative Data Analysis: An Introduction ) Some examples of jobs that require data analysis skills are data analyst, data scientist, statistician, market research analyst, financial analyst and research manager. 1301 0 obj <>stream endstream endstream h�b```�)���B cc`a������ ��}�����!�a����\?`��q`���|���V���vr�u���.�k�Mݡ�;� endobj ��P8$ �BaP�d6�DbQ8�V >> ����Kvz,z ��p2x����b0JUd�Yj������uX��;���f��6�m��nw[���}��px\>'���ry\�g7���tz]>�W���v{]��w���[. endobj @�&�Ln7$�Ic2S��N{�G�S��戥��e3��=*��i4XD�1V�E�՘�j�_�XlV;%��g�Zk�zŶ�o�R�w($�$�O� endstream endobj startxref %%EOF 0 /Border [0 0 0] /Height 81 x�+T04��3 D�&��{�&���+��+ � 1 0 obj A Data Analysis Digital Research Methods Qualitative Research Study Skills . >> >> >> /BitsPerComponent 8 stream endobj <> endobj What is data analysis in research? /ColorSpace [/Indexed /DeviceRGB 255 6 0 R] /WhitePoint [0.9505 1 1.089] 6 0 obj /Filter [/ASCII85Decode /LZWDecode ] (See the transfer paper entitled Designing Evaluations, listed in “Papers in This Series.”) Moreover, confronting data collection and analysis

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