Decision-making tree for women considering hysterectomy

Aims.  This paper reports on a study carried out to establish a decision tree model to describe how women in Taiwan make the decision whether or not to have a hysterectomy. In addition, we examined the predictability of the decision‐tree model. Background.  Hysterectomy is the second most common sur...

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Veröffentlicht in:Journal of advanced nursing 2005-08, Vol.51 (4), p.361-368
Hauptverfasser: Wu, Shu-Mei, Chao Yu, Yu-Mei, Yang, Cheng-Fang, Che, Hui-Lian
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container_issue 4
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creator Wu, Shu-Mei
Chao Yu, Yu-Mei
Yang, Cheng-Fang
Che, Hui-Lian
description Aims.  This paper reports on a study carried out to establish a decision tree model to describe how women in Taiwan make the decision whether or not to have a hysterectomy. In addition, we examined the predictability of the decision‐tree model. Background.  Hysterectomy is the second most common surgical procedure performed worldwide. Medical professionals believe that the operation can relieve pain and prevent cervical cancer, thus improving a woman's quality of life. While most physicians advise hysterectomy even for benign uterine conditions, feminists decry the belief that the uterus has no purpose, believing that it is an important symbol of womanhood. Methods.  The study was conducted in two phases. Phase I, the model development phase, was carried out to generalize data from a qualitative study of 14 women and to establish a tree model outlining their decision to proceed with hysterectomy. The second phase was the model prediction phase that applied inductive and deductive methods to data analysis and development of the decision‐tree model. The model tree was then tested with 18 women who were deciding whether or not to undergo hysterectomy. Using the decision‐making tree, we studied the women's thought processes and analysed their primary concerns. The study was carried out in 1999–2001. Results.  The study determined 13 criteria that Taiwanese women use when deciding about having a hysterectomy. Developed in accordance with Gladwin's methodology, the model tree successfully predicted 90% of decisions whether or not to have a hysterectomy. Conclusions.  Nurses working in gynaecological services should understand how women decide to undergo hysterectomy so that the proper counselling and follow‐up can be provided. With further testing, our decision tree may help in this process.
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In addition, we examined the predictability of the decision‐tree model. Background.  Hysterectomy is the second most common surgical procedure performed worldwide. Medical professionals believe that the operation can relieve pain and prevent cervical cancer, thus improving a woman's quality of life. While most physicians advise hysterectomy even for benign uterine conditions, feminists decry the belief that the uterus has no purpose, believing that it is an important symbol of womanhood. Methods.  The study was conducted in two phases. Phase I, the model development phase, was carried out to generalize data from a qualitative study of 14 women and to establish a tree model outlining their decision to proceed with hysterectomy. The second phase was the model prediction phase that applied inductive and deductive methods to data analysis and development of the decision‐tree model. The model tree was then tested with 18 women who were deciding whether or not to undergo hysterectomy. Using the decision‐making tree, we studied the women's thought processes and analysed their primary concerns. The study was carried out in 1999–2001. Results.  The study determined 13 criteria that Taiwanese women use when deciding about having a hysterectomy. Developed in accordance with Gladwin's methodology, the model tree successfully predicted 90% of decisions whether or not to have a hysterectomy. Conclusions.  Nurses working in gynaecological services should understand how women decide to undergo hysterectomy so that the proper counselling and follow‐up can be provided. With further testing, our decision tree may help in this process.</description><identifier>ISSN: 0309-2402</identifier><identifier>EISSN: 1365-2648</identifier><identifier>DOI: 10.1111/j.1365-2648.2005.03507.x</identifier><identifier>PMID: 16086805</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Science Ltd</publisher><subject>Adult ; Attitude to Health ; Decision Making ; Decision making models ; Decision Trees ; decision-tree modelling ; Development ; Female ; Fibroids ; Gynecology ; Humans ; Hysterectomy ; Hysterectomy - psychology ; Leiomyoma - psychology ; Leiomyoma - surgery ; Middle Aged ; Models, Psychological ; Nursing ; Pain - psychology ; Physician-Patient Relations ; Reproductive system ; Risk Factors ; Taiwan ; Uterine Neoplasms - psychology ; Uterine Neoplasms - surgery ; Uterus ; Women</subject><ispartof>Journal of advanced nursing, 2005-08, Vol.51 (4), p.361-368</ispartof><rights>Copyright Blackwell Publishing Aug 2005</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5207-11cef13ddac278d25ff3f401808e10b7e19569169226c63c595a0608b43f2be03</citedby><cites>FETCH-LOGICAL-c5207-11cef13ddac278d25ff3f401808e10b7e19569169226c63c595a0608b43f2be03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fj.1365-2648.2005.03507.x$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fj.1365-2648.2005.03507.x$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,30976,30977,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/16086805$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wu, Shu-Mei</creatorcontrib><creatorcontrib>Chao Yu, Yu-Mei</creatorcontrib><creatorcontrib>Yang, Cheng-Fang</creatorcontrib><creatorcontrib>Che, Hui-Lian</creatorcontrib><title>Decision-making tree for women considering hysterectomy</title><title>Journal of advanced nursing</title><addtitle>J Adv Nurs</addtitle><description>Aims.  This paper reports on a study carried out to establish a decision tree model to describe how women in Taiwan make the decision whether or not to have a hysterectomy. In addition, we examined the predictability of the decision‐tree model. Background.  Hysterectomy is the second most common surgical procedure performed worldwide. Medical professionals believe that the operation can relieve pain and prevent cervical cancer, thus improving a woman's quality of life. While most physicians advise hysterectomy even for benign uterine conditions, feminists decry the belief that the uterus has no purpose, believing that it is an important symbol of womanhood. Methods.  The study was conducted in two phases. Phase I, the model development phase, was carried out to generalize data from a qualitative study of 14 women and to establish a tree model outlining their decision to proceed with hysterectomy. The second phase was the model prediction phase that applied inductive and deductive methods to data analysis and development of the decision‐tree model. The model tree was then tested with 18 women who were deciding whether or not to undergo hysterectomy. Using the decision‐making tree, we studied the women's thought processes and analysed their primary concerns. The study was carried out in 1999–2001. Results.  The study determined 13 criteria that Taiwanese women use when deciding about having a hysterectomy. Developed in accordance with Gladwin's methodology, the model tree successfully predicted 90% of decisions whether or not to have a hysterectomy. Conclusions.  Nurses working in gynaecological services should understand how women decide to undergo hysterectomy so that the proper counselling and follow‐up can be provided. With further testing, our decision tree may help in this process.</description><subject>Adult</subject><subject>Attitude to Health</subject><subject>Decision Making</subject><subject>Decision making models</subject><subject>Decision Trees</subject><subject>decision-tree modelling</subject><subject>Development</subject><subject>Female</subject><subject>Fibroids</subject><subject>Gynecology</subject><subject>Humans</subject><subject>Hysterectomy</subject><subject>Hysterectomy - psychology</subject><subject>Leiomyoma - psychology</subject><subject>Leiomyoma - surgery</subject><subject>Middle Aged</subject><subject>Models, Psychological</subject><subject>Nursing</subject><subject>Pain - psychology</subject><subject>Physician-Patient Relations</subject><subject>Reproductive system</subject><subject>Risk Factors</subject><subject>Taiwan</subject><subject>Uterine Neoplasms - psychology</subject><subject>Uterine Neoplasms - surgery</subject><subject>Uterus</subject><subject>Women</subject><issn>0309-2402</issn><issn>1365-2648</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqNkU1vEzEQhi0EomnhL6AVBzjtMh5_7oFDFaBQReUCQuJibbyzsGl23dqJmvz7eklUJA6AL7Y0z_tqrIexgkPF83mzqrjQqkQtbYUAqgKhwFS7R2z2MHjMZiCgLlECnrDTlFYAXCDiU3bCNVhtQc2YeUe-T30Yy6G57scfxSYSFV2IxV0YaCx8GFPfUpxGP_dpQ5H8Jgz7Z-xJ16wTPT_eZ-zrh_df5h_LxeeLT_PzRekVgik599Rx0baNR2NbVF0nOgncgiUOS0O8VrrmukbUXguvatVAXm4pRYdLAnHGXh96b2K43VLauKFPntbrZqSwTc5oiVpZZTL56q-ktlJjXuqfoDIglbE8gy__AFdhG8f8XYcCZa2kFRmyB8jHkFKkzt3Efmji3nFwkyy3cpMTNzlxkyz3S5bb5eiLY_92OVD7O3i0k4G3B-CuX9P-v4vd5fnV9Mr58pDvs7jdQ76J104bYZT7dnXhlF7wxfw7uktxD34lrxk</recordid><startdate>200508</startdate><enddate>200508</enddate><creator>Wu, Shu-Mei</creator><creator>Chao Yu, Yu-Mei</creator><creator>Yang, Cheng-Fang</creator><creator>Che, Hui-Lian</creator><general>Blackwell Science Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>ASE</scope><scope>FPQ</scope><scope>K6X</scope><scope>NAPCQ</scope><scope>7X8</scope></search><sort><creationdate>200508</creationdate><title>Decision-making tree for women considering hysterectomy</title><author>Wu, Shu-Mei ; Chao Yu, Yu-Mei ; Yang, Cheng-Fang ; Che, Hui-Lian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5207-11cef13ddac278d25ff3f401808e10b7e19569169226c63c595a0608b43f2be03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2005</creationdate><topic>Adult</topic><topic>Attitude to Health</topic><topic>Decision Making</topic><topic>Decision making models</topic><topic>Decision Trees</topic><topic>decision-tree modelling</topic><topic>Development</topic><topic>Female</topic><topic>Fibroids</topic><topic>Gynecology</topic><topic>Humans</topic><topic>Hysterectomy</topic><topic>Hysterectomy - psychology</topic><topic>Leiomyoma - psychology</topic><topic>Leiomyoma - surgery</topic><topic>Middle Aged</topic><topic>Models, Psychological</topic><topic>Nursing</topic><topic>Pain - psychology</topic><topic>Physician-Patient Relations</topic><topic>Reproductive system</topic><topic>Risk Factors</topic><topic>Taiwan</topic><topic>Uterine Neoplasms - psychology</topic><topic>Uterine Neoplasms - surgery</topic><topic>Uterus</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wu, Shu-Mei</creatorcontrib><creatorcontrib>Chao Yu, Yu-Mei</creatorcontrib><creatorcontrib>Yang, Cheng-Fang</creatorcontrib><creatorcontrib>Che, Hui-Lian</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index &amp; Abstracts (ASSIA)</collection><collection>British Nursing Index</collection><collection>British Nursing Index (BNI) (1985 to Present)</collection><collection>British Nursing Index</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of advanced nursing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wu, Shu-Mei</au><au>Chao Yu, Yu-Mei</au><au>Yang, Cheng-Fang</au><au>Che, Hui-Lian</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Decision-making tree for women considering hysterectomy</atitle><jtitle>Journal of advanced nursing</jtitle><addtitle>J Adv Nurs</addtitle><date>2005-08</date><risdate>2005</risdate><volume>51</volume><issue>4</issue><spage>361</spage><epage>368</epage><pages>361-368</pages><issn>0309-2402</issn><eissn>1365-2648</eissn><abstract>Aims.  This paper reports on a study carried out to establish a decision tree model to describe how women in Taiwan make the decision whether or not to have a hysterectomy. In addition, we examined the predictability of the decision‐tree model. Background.  Hysterectomy is the second most common surgical procedure performed worldwide. Medical professionals believe that the operation can relieve pain and prevent cervical cancer, thus improving a woman's quality of life. While most physicians advise hysterectomy even for benign uterine conditions, feminists decry the belief that the uterus has no purpose, believing that it is an important symbol of womanhood. Methods.  The study was conducted in two phases. Phase I, the model development phase, was carried out to generalize data from a qualitative study of 14 women and to establish a tree model outlining their decision to proceed with hysterectomy. The second phase was the model prediction phase that applied inductive and deductive methods to data analysis and development of the decision‐tree model. The model tree was then tested with 18 women who were deciding whether or not to undergo hysterectomy. Using the decision‐making tree, we studied the women's thought processes and analysed their primary concerns. The study was carried out in 1999–2001. Results.  The study determined 13 criteria that Taiwanese women use when deciding about having a hysterectomy. Developed in accordance with Gladwin's methodology, the model tree successfully predicted 90% of decisions whether or not to have a hysterectomy. Conclusions.  Nurses working in gynaecological services should understand how women decide to undergo hysterectomy so that the proper counselling and follow‐up can be provided. With further testing, our decision tree may help in this process.</abstract><cop>Oxford, UK</cop><pub>Blackwell Science Ltd</pub><pmid>16086805</pmid><doi>10.1111/j.1365-2648.2005.03507.x</doi><tpages>8</tpages></addata></record>
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subjects Adult
Attitude to Health
Decision Making
Decision making models
Decision Trees
decision-tree modelling
Development
Female
Fibroids
Gynecology
Humans
Hysterectomy
Hysterectomy - psychology
Leiomyoma - psychology
Leiomyoma - surgery
Middle Aged
Models, Psychological
Nursing
Pain - psychology
Physician-Patient Relations
Reproductive system
Risk Factors
Taiwan
Uterine Neoplasms - psychology
Uterine Neoplasms - surgery
Uterus
Women
title Decision-making tree for women considering hysterectomy
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