] /WhitePoint [0.9505 1 1.089] $.' /Border [0 0 0] 1265 0 obj <> endobj 5 0 obj 1 0 obj endobj Whatever the data are, it is their analysis that, in a decisive way, forms the outcomes of the research. • Data is a universal language allowing scientists to work together no matter where they are and when do they live. /Gamma [1.8 1.8 1.8] h�b```�)���B cc`a������ ��}�����!�a����\?`��q`���|���V���vr�u���.�k�Mݡ�;� %���� w��4m�V7a��7��2o���[L�b�h�I����+B���� �my�uc˴m�B��[j4Y��L���{����nm���I�;�]+�@D�#ѓĤ^r(ɢIa[��8��LhHE����Ϳ���:�vkn[�N��)�錫��)o�tj�OH�mk�t���̖Ta��iG��ʼjˢ����]��i�=�3��L#��Hl�B���:_gۺ&��� ��"�f}K@Lj�X$,q��Py����G��"�mJB3���.R���>�L�xw�ðPr~F��k9�W�� endstream <> • Very likely, your research will involve data collection and analysis in order to test your hypothesis. ��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| PbLSZTLEE(8E@'*1mg_*eTnN*;*'V3+gm-EEetX%;Bo$ur2ss*N`.-!.kG_q6GDD' <> Data analysis is a critical stage in social research. endobj "g��{�$�`X� �?�#KX=#E���_ 4�_ Some examples of jobs that require data analysis skills are data analyst, data scientist, statistician, market research analyst, financial analyst and research manager. CHAPTER 1. 9-d\DA=cZ0Q>gIM$$;cd2O@&a;X,Nn_aP(]I1aRc(K1^ue> 7 0 obj >> [/CalRGB endobj endobj @L`YKUJNGBP\poR=_;Dl'P(T /Footer (GAO/PEMD-10.1.11 Quantitative Analysis) In other words, they need to develop a data analysis plan. Determining the type and scope of data analysis is an integral part of an overall design for the study. dKoL!8Ka#EV,@V!\j8ZFbp6EE<9cn=N6j0nf;(&;QU6bUD')c@\ A 0 (See the transfer paper entitled Designing Evaluations, listed in “Papers in This Series.”) Moreover, confronting data collection and analysis J,g]g+e/h_!_gCtO=0f)$P%cIi8Zdfc5&3j_8$7g. �e���U�� /Width 54 >> stream x�+T04��3 D�&��{�&���+��+ � ���� JFIF ` ` �� ZExif MM * J Q Q �Q � �� ���� C /Filter [/ASCII85Decode /LZWDecode ] %PDF-1.1 ��Q��A ưqp� 9��������`�Tl����@M˲c$Ls&���A��Z6A�FX��&7�Ld��t�d 6QDy�"&S��FcJ]� endstream endobj startxref Data analysis is commonly associated with research studies and other academic or scholarly undertakings. stream h�bbd```b``Q�� ��D�%�H0�D�o�E@$�*X�*�� �"�4@��(��z"y�M��\ /ColorSpace [/Indexed /DeviceRGB 255 6 0 R] << /Subject (Quantitative Data Analysis: An Introduction ) stream Data analysis is the central step in qualitative research. ��d��� y;�dgЭ8c�{A���>�3%���=����E��d�&jl�5 What is data analysis in research? << /Title (Quantitative Data Analysis: An Introduction GAO/PEMD-10.1.11) • Without careful data analysis to back up your conclusions, the results of your scientific research … INTRODUCTION TO APPLIED THEMATIC ANALYSIS 5 DEFINING QUALITATIVE RESEARCH Before talking about process, we should first define what we mean by “qualita- tive research, ” since the definition influences how we characterize qualitative data analysis, the data items to be used in our analysis, and the types of analyses Definition of research in data analysis: According to LeCompte and Schensul, research data analysis is a process used by researchers for reducing data to a story and interpreting it to derive insights.The data analysis process helps in reducing a large chunk of data into smaller fragments, which makes sense. /Creator (US General Accounting Office (GAO)) 8 0 obj stream Sometimes, data collection is limited to recording and docu-menting naturally occurring phenomena, for example by recording interactions. ?$��X�z}Ph >> 1301 0 obj <>stream /Subtype /Link 2 0 obj << gF/(+GaKo$qneLWDrQ#;5\S(\$q'LM9bYJX9N;hHO_e;>`Y"/'J:I~> /Rect [90 72 522 720 ] endstream %%EOF /Filter /LZWDecode �@���e�G�HJI'�Jd�Y$�Q. @�&�Ln7$�Ic2S��N{�G�S��戥��e3��=*��i4XD�1V�E�՘�j�_�XlV;%��g�Zk�zŶ�o�R�w($�$�O� 1288 0 obj <>/Filter/FlateDecode/ID[<947A2168288D0E4F8710CB13E6E6324E><4B323ABC5C28D046BBDF013F9C75D054>]/Index[1265 37]/Info 1264 0 R/Length 115/Prev 533336/Root 1266 0 R/Size 1302/Type/XRef/W[1 3 1]>>stream data. 4 0 obj ����Kvz,z ��p2x����b0JUd�Yj������uX��;���f��6�m��nw[���}��px\>'���ry\�g7���tz]>�W���v{]��w���[. endobj /Type /Annot << <>>>/Filter/FlateDecode/Length 35>> /Length 558 Data Analysis as Data Reduction Management goal is to make large amount of data manageable Analysis goals: Search for commonalities, which lead to categories (know as codes or themes) Search for contrasts/comparisons There is Physical reduction of data (putting names on excerpts as if you are creating labels in a filing (7Boo^^S:71(MN]ZQX/+Cbu.lK"p74pe1T%s.DY%&\1TdJhr54.M9au6>79n6`Q:4 ����Ӄ��*�b��0 ���8�0�MƓ��� )�=ӜX�n2��&��c7�M�CI�� '��Ɠ�R* MȌ������;@ˆ�[����`$"��a@� �!�f �H�* H¨�$�����z���)���9� �7���7��P����:�cH�7�2?����� �(�4 � �6H�@" #��9�Ct�7��~����A�_,3b�!��H��@�.3D�A�T". /Producer (US General Accounting Office (GAO)) endobj However, this document and process is not limited to educational activities and circumstances as a data analysis is also necessary for business-related undertakings. /ReportNum (GAO/PEMD-10.1.11) Data Analysis Digital Research Methods Qualitative Research Study Skills . f�dFx��]k<6�e�,���(��̈d��Q�Ra�J�K{6��f�+\�\Q�!g�4�����[���:�' ������;3&����GG�`GcE�b� �@_3U@h��z���CTj�D@ڀ��fAC��20�I"�T�. %PDF-1.6 %���� ",#(7),01444'9=82. /Length 269 /Height 81 7 0 obj /Length 459 endstream /Filter /LZWDecode endstream << 6 0 obj /Jobcode ((973317) ) << Considering its primary audience—project students at the undergraduate level—the paper covers the basics approaches to analyzing data from social research. /BitsPerComponent 8 >> >> ��P8$ �BaP�d6�DbQ8�V /Author (US General Accounting Office (GAO)) /Dest [3 0 R /XYZ null null null ] endobj Using simple terms, as much as possible, stream >> 6 0 obj /Matrix [0.4497 0.2446 0.02518 0.3163 0.672 0.1412 0.1845 0.08334 0.9227] /CreationDate (D:19960205084301) endobj

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