IBM SPSS Statistics Erfahrungen
IBM SPSS Statistics
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638 Bewertungen
- Branche: Telekommunikation
- Unternehmensgröße: 1.001–5.000 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
Data management and analysis software for newbies and for professionals
Bewertet am 18.3.2020
I have started to use SPSS when I was a student, now I have 10+ years of experience using it....
I have started to use SPSS when I was a student, now I have 10+ years of experience using it. Thanks to its user-friendly interface it is quite easy for the newbies to get started with the software, and after a while be proficient to use the syntax and optimize the time when managing databases and running analysis.
Vorteile
The software has almost all the tools the analyst or database manager needs to have. The newer versions also support Armenian characters, which is a huge improvement of the database quality, there is no need any more to transcribe tons of questions and responses.
Also, there are tons of tutorials with detailed explanation, also thick books for folks who prefer the old school method. When writing this review, I couldn't assess the support center, and I caught myself thinking that there are plenty of SPSS users out there and once googled some question, eventually many reviews pop up. That is why I have never contacted the support for help.
Nachteile
When working with large databases, specifically if there are multiple textual columns (non-numeric), the work of the program as well as the computer is obviously slowing down.
Another point is that the missing values should be max 3 or a range plus one value. When creating the variable and defining missing values, one should pay attention and set the values so they won't need to do the re-coding.
- Branche: Architektur & Planung
- Unternehmensgröße: 501–1.000 Mitarbeiter
- Monatlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 7.0 /10
Effective software platform which helps to perform statiscal analysis and Structured data...
Bewertet am 29.7.2021
Our organisation prepares insightfull reports and summary statistics with the support of SPSS, it...
Our organisation prepares insightfull reports and summary statistics with the support of SPSS, it benefits to the productivity of the projects and decision making process.
Vorteile
I have been using 32-bit version of IBM SPSS statistic software for more than 5 years to perform various statistical analysis and data entry purposes. It is a flexible software to analyze large set of tabular data compares to other products. It also provides the user-friendly platform to set up and carry out the data entries which can help to enter the data from the questionnaire surveys effectively. SPSS designed to support all required statistical analysis for decision making which range from descriptive statistical functions such as central tendency, distribution and shape to certain inferential statistical assessments. Obviously, SPSS software is a great option for statistical analysis and data entries to both academics and enterprise users.
Nachteile
In order to perform statistical analysis users must have the knowledge in scripting to operate the tools in SPSS (Especially in the desktop version). Cost is another drawback, however there are several options available including monthly subscription methods and academic editions.
Gründe für den Wechsel zu IBM SPSS Statistics
This was the only product which suited the requirement of our organisation 10 years back- Branche: Bildungsmanagement
- Unternehmensgröße: 10.000+ Mitarbeiter
- Täglich für 6-12 Monate genutzt
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- Weiterempfehlungsquote 8.0 /10
Clean your data easily
Bewertet am 2.9.2021
Vorteile
It is a great tool to filter all your data and with that to be able to propose a regression or predictive model that allows you to understand what the data you have says, it is important to know that you can configure the software with the specifications you want, it is important to note that all this requires a previous knowledge to have all the performance of the program, it is important to know that you can configure the software with the specifications you want, it is important to note that all this requires a previous knowledge to have all the performance of the program.
Nachteile
The only drawback is that you need to pay a subscription to use it as well as know that by itself this program does not do everything a data analyst needs, that is, you need to work with programs like Minitab or STATA to take advantage of all that this software tells you, since as such, only gives you ideas of what is happening with your data.
- Branche: Hochschulbildung
- Unternehmensgröße: 51–200 Mitarbeiter
- Wöchentlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
IBM SPSS TOOL : A great statistical tool for all statisticians and scholars to have
Bewertet am 4.7.2022
Quite satisfactory
Quite satisfactory
Vorteile
Ease of use and simple navigable interface and great inapp tools that enhance data processing.
Nachteile
More complex statistical derivation of today academic needs need to be incoporated into the software. E.g KNN statistical analysis etc. Also the frequency in server crash whiles performing some statistical processes should he address
- Branche: Gesundheit, Wellness & Fitness
- Unternehmensgröße: 501–1.000 Mitarbeiter
- Wöchentlich für 1-5 Monate genutzt
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- Weiterempfehlungsquote 8.0 /10
Best Data Analysis Product
Bewertet am 20.10.2023
IBM has helped our organization analyze data from our engagement surveys and this has produced...
IBM has helped our organization analyze data from our engagement surveys and this has produced readable data that has helped us plan our future
Vorteile
Its ability to offer different types analysis, which caters for everyone's capabilities
Nachteile
It can be complex if you do not get enough training
- Branche: Hochschulbildung
- Unternehmensgröße: 1.001–5.000 Mitarbeiter
- Weitere für Mehr als 1 Jahr genutzt
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- Weiterempfehlungsquote 9.0 /10
SPSS is amazingly good for my raw data
Bewertet am 9.1.2020
I am a research scholar and i am doing my PhD. I collect data from the field and it requires...
I am a research scholar and i am doing my PhD. I collect data from the field and it requires processing. since the data is huge, it has to be manageable and understandable insights must be derived from it. SPSS does just that for me.
Vorteile
ability to process huge amounts of data in short time. easy to use interface.
Nachteile
no option to search for a specific feature or operation that i want to apply.
- Branche: Medizinische Praxis
- Unternehmensgröße: 10.000+ Mitarbeiter
- Monatlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
User friendly
Bewertet am 30.5.2023
I really like this plataform and even with new plataforms, I still keep using it sometimes.
I really like this plataform and even with new plataforms, I still keep using it sometimes.
Vorteile
It is user friendly even for who is starting to learn statistics
Nachteile
That you have to repeat all analysis by hand, you cannot change what you did.
- Branche: Elektrische/elektronische Fertigung
- Unternehmensgröße: 51–200 Mitarbeiter
- Wöchentlich für 6-12 Monate genutzt
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- Weiterempfehlungsquote 7.0 /10
Analyze your data with statistical theories
Bewertet am 23.10.2021
I used SPSS for research projects in Master of Business Administration. In the beginning data...
I used SPSS for research projects in Master of Business Administration. In the beginning data analyzing and learning the use of software was a time consuming process. I understood that this software can also used for organizational data analysis where sufficient data is available. However , the software lacks intelligence to select correct data out of the imported data therefore data cleansing is important.
Vorteile
Data can be easily imported to the software from data bases and Excel. Once the data is imported the graphical depiction of the data can be used to identify the behavior of data. After understanding the behavior of the data the data can be analyzed using the available statistical models. The most suitable statistical model for the data can be finalized in the process of data analysis. The software has a broad range of statistical models build on linear and regression theories and models. The software is easy to use with an unsophisticated menu driven interface. Anyone with basic mathematical knowledge can use the software for the analysis. An expert in statistics is not needed as data analyzing consists of few simple steps. However , 3- 4 weeks is needed to properly familiarize with the software. Basically four steps can be identified in using this software. First step is importing data , second step is selection of a procedure , third step is selection of a variable for data analyzing and fourth step is generating of results.
Nachteile
The efficiency of the software decreases when the size of data increases. Therefore, this can be a major drawback when used in the sectors such as health care. SPSS has 2 main windows one depicting data and the other depicting results. Therefore the software is too simple with limited windows. The software is very similar to excel and most of the results obtained in SPSS also can be obtained in excel by complex calculations .This is comparatively expensive compared to the similar software. The data should be cleaned before analysis in order to generate correct results.
- Branche: Internet
- Unternehmensgröße: 2–10 Mitarbeiter
- Wöchentlich für Mehr als 1 Jahr genutzt
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- Weiterempfehlungsquote 9.0 /10
IBM SPSS for fast analysis
Bewertet am 23.5.2024
IBM is good for academic research and analysis.
IBM is good for academic research and analysis.
Vorteile
Can provide accurate analysis without coding.
There are range of analysis options to choose from.
Light weight.
You can integrate python programming language with IBM SPSS.
Nachteile
The User Interface is not modern.
Mostly for academic research and analysis.
Cannot embed charts.
Charts are not interractive but static images.
In Betracht gezogene Alternativen
Microsoft Excel- Branche: Marktforschung
- Unternehmensgröße: 5.001–10.000 Mitarbeiter
- Wöchentlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 9.0 /10
SPSS for Strong Stellar Statistical Analyses that tell Stories
Bewertet am 3.1.2024
Elated with product. Began simply using it for market research and surveys but now will run...
Elated with product. Began simply using it for market research and surveys but now will run through it given its ease of use with all sorts of analyses and data.
Vorteile
The massiveness and extent of value it can unravel from data in processes that are "easy", intuitive, and "make sense". LOVE using product for complexly designed survey analyses - they are lots of fun
Nachteile
I like least that not everybody uses the software and thus miss out on these collaborative discovery sessions that leave all participants with a firmer grasp on what data story telling REALLY is
- Branche: Computer-Software
- Unternehmensgröße: 2–10 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
The ultimate tool for data entry and analysis of large databases!
Bewertet am 19.3.2021
For more than 6 years now, in our missions of baseline studies, market and impact assessments of...
For more than 6 years now, in our missions of baseline studies, market and impact assessments of projects; after some missions of large-scale information collection via paper and/or digital media, we have always opted for the use of IBM SPSS software as a tool for data entry and/or analysis. It is an excellent tool for data entry because it is easy to use when setting up a data entry mask and it is also easy to use by the data entry agents. We also use it regularly for statistical analysis (PCA, AFM, Student's t test, etc.) and sometimes econometric analysis (OLS, Oprobit, Probit, Logit, etc.). Therefore, it is a very useful software for statistical, graphical and sometimes econometric analyses of large databases.
Vorteile
Excellent software for entering questionnaires, coding variables and analyzing primary data. Easy to use and available in several languages (including English and French). Its interface is very attractive and designed.
Nachteile
The software is much more suited to the analysis of survey data and performs poorly in the specification of econometric models of panel data.
- Branche: Krankenhausversorgung & Gesundheitswesen
- Unternehmensgröße: 51–200 Mitarbeiter
- Monatlich für Mehr als 1 Jahr genutzt
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- Weiterempfehlungsquote 9.0 /10
The life saving software for data entry and analysis
Bewertet am 16.3.2020
As an epidemiologist, I work with data in the form of numbers on the daily. SPSS is very reliable...
As an epidemiologist, I work with data in the form of numbers on the daily. SPSS is very reliable and the export feature to excel is absolutely great. It generates graphs and that makes the presentation and interpretation of results easier. I was recently working on blood donation at the level of a central blood bank and SPSS was a life saver, working on a population of 2000 blood donors and being able to provide answers on the epidemiological characteristics of these blood donors in order to develop subsequent strategies for donor retention and recruitement was urgent and in the short deadline i had, SPSS was the only software which helped me reach the given ojectives. This is one out of many cases where SPSS was on point.
Vorteile
First of all the interface is amazing and you can easily switch from variable view to data view. This makes it easy to keep track of your work and progress and make sure the data you are entering is correct. It is incredibly easy to create a data base and insert your collected data. It is simple and user friendly. In the healthcare domain, we work with so many variables and have very large sample sizes most of the time, and being able to sort cases as well as variables makes this app a game changer compared to previous ones I have come across and used. With basic statistical knowledge it is possible for anyone to carry out statistical operations and as an epidemiologist this is perfect for me as I can analyze my data by myself and move on to interpreting the results.
Nachteile
I believe this software is heavy and it is always slow to start when opened, it takes quite a while and since it is one I use all the time, I have it installed on all my laptops and it always tends to be slow which can be tiresome especially when you are in a rush to carry out an operation to see the results and quickly interprete. Apart from that the software itself once opened is quick and prompt in its responses.
- Branche: Bildungsmanagement
- Unternehmensgröße: 51–200 Mitarbeiter
- Wöchentlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
IBM SPSS offers a wide range of ways to analysis data for research based project management.
Bewertet am 18.9.2022
It is highly beneficial for our research project data analysis.
It is highly beneficial for our research project data analysis.
Vorteile
SPSS is a powerful statistical tool with built-in functions that let researchers run a wide range of complex statistical tests for our research project. SPSS is used by researchers because their results are easy to understand. SPSS displays data tables and other information quickly and easily for our research project.
I along with my team members can use this software to access a wide range of statistical models with a lot of flexibility for our research project.
Nachteile
This program's graphs aren't as good as those in others. Due to its high cost, researchers in developing countries can't use SPSS.
Sometimes, compatibility problems can make things harder for the us.
- Branche: Bau
- Unternehmensgröße: 1.001–5.000 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
The best tool for obtaining accurate and reliable results for statistical analyzes
Bewertet am 11.3.2022
SPSS has helped automate the statistical analysis process, eliminated cumbersome manual calculations...
SPSS has helped automate the statistical analysis process, eliminated cumbersome manual calculations and enabled us to obtain accurate and reliable results.
Vorteile
SPSS is one of the best statistical analysis tools that I have dealt with, and it gives you accurate results that you can trust. SPSS provides multiple options for importing data, where I can easily import the data I want to analyze from Excel. I like the simple method in which Regression is analyzed and how the independent and dependent variables are entered. I also like how we can simply copy the results tables and send them to MS Word and Excel to complete the reports we are working on.
Nachteile
It's hard to find unwanted things, it's easy to use and just needs a little practice of the operations you want to perform. The availability of educational materials about all the operations that SPSS performs enables users to gain a greater understanding of the analytics they are working on.
- Branche: Computer-Software
- Unternehmensgröße: Selbstständig
- Wöchentlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
Powerful Data Analysis Tool
Bewertet am 13.1.2023
Overall, IBM SPSS Statistics is a solid choice for data analysis, but it's not perfect. You'll need...
Overall, IBM SPSS Statistics is a solid choice for data analysis, but it's not perfect. You'll need to weigh the pros and cons and decide if it's the right fit for you.
Vorteile
I found IBM SPSS Statistics to be an effective tool for analyzing data. It offers a wide range of statistical techniques and tools that allows me to delve deep into my data and uncover meaningful insights. One of the greatest advantages of this software is its user-friendly interface which makes it easy for me to access the tools and features, even as a new user of data analysis. Additionally, the visualization tools are exceptional, enabling me to create various charts and graphs that help me see patterns and trends in my data.
Nachteile
Now, there are a couple of downsides I least liked about it. First off, it's not exactly cheap. If you're a small organization or just a single user, you might have to fork over a decent chunk of cash to use it. And it's not the most beginner-friendly thing in the world, so you'll probably need to put in a little bit of time to learn how to use all the features. Plus, it's not open source, so that might be a deal breaker for some folks. And finally, it's not as good as R or Python for super advanced analysis.
- Branche: Forschung
- Unternehmensgröße: 11–50 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
SPSS for digital mental health research
Bewertet am 22.11.2018
I am the Principal Investigator of a NIMH funded study that aims to test the efficacy of digital...
I am the Principal Investigator of a NIMH funded study that aims to test the efficacy of digital platforms in delivering cognitive training software to people with psychotic illnesses. Our serves store enormous amounts of data and we leverage the processing ability of SPSS to customize multiple data analysis pipelines. I've used SPSS for almost 10 years now and I must admit that it continues to represent an indispensable tool in my research.
Vorteile
SPSS Is the milestone of our data analysis pipeline. The software has been increasingly more user friendly release after release, the graphical interface is more intuitive, and the customization options have improved. SPSS syntax is easy to learn, implement, and teach to students in the lab.
Nachteile
Some advanced statistical functions require syntax that isn't available through the menu options. I find myself sending syntax to colleagues and students in order to accelerate collaborative analytical projects
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
Wonderful Analytics tool !
Bewertet am 31.7.2018
Great analytical and visualization tool!
Great analytical and visualization tool!
Vorteile
Extremely user friendly, you can conduct analysis with or without code, from simple linear regressions to complex neural networks can simply be done with the click of a button through the drop down media.
Useful tutorials that help newcomers to the software! This is especially helpful if you have not used the software before.
Versatility, this software can open almost any type of data file and output a myriad of files, for example you can open excel, spss files and output graphs as jpeg or png file formats.
Nachteile
Menus are very clunky and not visually appealing.
Some advanced metrics for analysis are not easily accessible, these include SVM, decision trees etc.
Extremely expensive! I am not sure how much a full liscence cost but it is worth the cost!
- Branche: Informationsdienst
- Unternehmensgröße: Selbstständig
- Wöchentlich für 6-12 Monate genutzt
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- Weiterempfehlungsquote 8.0 /10
Excellent Statistics Program, But Showing Its Age
Bewertet am 22.12.2019
Overall, among statistics programs, SPSS is by far the easiest to use in my experience. It offers...
Overall, among statistics programs, SPSS is by far the easiest to use in my experience. It offers an extensive set of statistical tests, can import data from multiple outside programs, and walks you through many of the set up steps for the more-advanced statistical tests. However, the interface, while easy to use, is showing its age and isn't always the most pleasant. Additionally, it will often experience freezes when importing data, to the point that the external program needs to be restarted in order to finish the import. If you can get past these relatively minor concerns, however, SPSS is for many users the best option for performing statistical tests, and its cost can be tailored to your individual needs.
Vorteile
Easy-to-use interface, comprehensive feature set, works with a wide variety of data sources, multiple purchase options for individualized needs
Nachteile
Often slows down when dealing with large datasets, has a tendency to freeze for long periods of time when importing data, not all statistical tests offered by the software are well-documented or well-designed
- Branche: Forschung
- Unternehmensgröße: 10.000+ Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
The best Statistical Software for Social Sciences
Bewertet am 29.4.2019
Without this software, writing articles would be more time-consuming. Data analysis is much easier...
Without this software, writing articles would be more time-consuming. Data analysis is much easier with SPSS, even if you don't organize your database earlier.
Vorteile
After a quick cleanup of data with other software, SPSS can import data from multiple file types, and create any variables we desire. It's easy to make quick analysis, deep correlations, rescale variables, create regressions, everything you need to analyze data a create impact research.
Nachteile
A little information about the software is needed. It's very intuitive, but because it offers many tools (correlation, regression, ...), if you just need a quick analysis (median, mode, and average kind of things) it's not the simplest software. But for those who really need data analysis, it simplifies and accelerates analysis.
- Branche: Religiöse Einrichtungen
- Unternehmensgröße: 11–50 Mitarbeiter
- Wöchentlich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
SPSS - the standard tool for statistics
Bewertet am 7.1.2023
Vorteile
Anyone who deals with statistics and data analysis cannot get around SPSS. Even newcomers can quickly get to grips with SPSS after a short familiarization period thanks to the graphical and guided interface. Data sets are quickly read in. The scope of SPSS really leaves hardly anything to be desired. A program for "home use", but also for professional and complex data analysis.
Nachteile
Unfortunately, SPSS can only be purchased through a monthly or annual payment plan. A single user license is unfortunately not available. For a non-profit organization or student needs it is very expensive. If the university does not have a license, one will have to resort to cheaper, opensource alternatives (like R).
- Branche: Hochschulbildung
- Unternehmensgröße: 1.001–5.000 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 10.0 /10
SPSS still the one after all these years
Bewertet am 20.9.2018
Academic computing in the social sciences - SPSS is particularly strong in data management.
Academic computing in the social sciences - SPSS is particularly strong in data management.
Vorteile
I have been using SPSS since 1981 and it is still my go to statistical software as I have progresses from a graduate student to a full professor. Ease of use. Verified and reliable calculations. The SPSS paste function allows users to work in a GUI environment but also permits users to write syntax that can then be reused and modified providing a record of data transformations and statistical procedures.
Nachteile
The wide range of packages and difficulty in telling what procedures are available in specific packages. Merging files has become unduly complicated.
- Branche: Forschung
- Unternehmensgröße: 501–1.000 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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- Weiterempfehlungsquote 5.0 /10
Somewhat good for it is intended for
Bewertet am 25.11.2019
Vorteile
It is very good at organizational skills. Never mind the lack of added features, when it come to . just extrapolating or interpolating data or just finding a good system to put into, I usually like this one. The functions are very easy to understand and the storage is very nice!
Nachteile
This is nothing compared to Excel. You can't use funtions at the simple tying of an equals sign and there are no extra platform calculations you can do to visualize and analize your data. Pretty much garbage at his point for data analysis. Plus you have to go on a hunt to find the feature you are looking for. Doesn't come at your disposal.
- Unternehmensgröße: 51–200 Mitarbeiter
- Weitere für Mehr als 1 Jahr genutzt
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- Weiterempfehlungsquote 10.0 /10
It's pricey, but it's SO worth it! I could not have gotten through my thesis without it.
Bewertet am 31.5.2018
Ease of running statistical analyses. Comfort of knowing my data was safe. Comfort of knowing my...
Ease of running statistical analyses. Comfort of knowing my data was safe. Comfort of knowing my results were reliable.
Vorteile
This software is fast, reliable, and flexible. I used it for my Master's thesis and I actually wound up using it for my first HR job at a drug company. I built surveys for them for patient satisfaction and, eventually, employee satisfaction. Using this software I was able to keep our data safe, gather stats over time, and control for certain variables that might have affected our results had I used something more trivial like Excel. Definitely recommend this!
Nachteile
The only con I can think of is the price. It can get pricey, especially if you cannot purchase a student copy. My license has expired and I have not yet renewed simply because my thesis is finished and my current employer does not have a desire to see employee stats -- not for that price, anyway! Hopefully I will be able to convince the execs that this is a necessary tool. Perhaps a more extensive trial period (or maybe a discount for the first 3-6 months?) would be helpful. That would allow for plenty of time to gather data and run stats so that my executive team might be able to see the benefits.
- Branche: Bau
- Unternehmensgröße: 2–10 Mitarbeiter
- Täglich für Mehr als 2 Jahre genutzt
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Quelle der Bewertung
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- Weiterempfehlungsquote 8.0 /10
SPSS base is a must for market research
Bewertet am 7.10.2016
I've been using SPSS for a few years now, and I think it's not more than logical that it's the...
I've been using SPSS for a few years now, and I think it's not more than logical that it's the market leader for the segment. It's GUI makes it easy for beginners to work with it, but the understandable and fast to learn syntax makes it very neat to work with for the more advanced researcher. The only pity for the software package is the extreme pricing. I'm now using SPSS Base because of the high price for the more advanced packages, but that also means that I'm missing out on (what I think are) quite standard needs for a researcher, like logistic regression and tables. I've tried some open source packages like PSPP and R, but still SPSS is worth the money, although I think for that amount they could 'upgrade' the base package a little more to include all the basics.
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- Unternehmensgröße: 501–1.000 Mitarbeiter
- Wöchentlich für Mehr als 2 Jahre genutzt
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Data analysis tool for professionals
Bewertet am 26.12.2018
I learnt SPSS as a part of a university course on time series analysis. The interface is easy to...
I learnt SPSS as a part of a university course on time series analysis. The interface is easy to use while the coding required some computing knowledge. However, I have been using SPSS in the workplace to carry out inferential and descriptive analysis without any major glitches. It is more powerful than Excel in handling large and multiple data sources but a bit limited in functionality when compared to SAS or R.
Vorteile
SPSS is a versatile data analysis tool with a wide range of statistical analysis tools. One can carry out simple descriptive analysis as well as pre-process/clean, visualise and model data using GUI as well as code. The interface of SPSS makes it easier to learn as compared to SAS. Data management capabilities of SPSS are a big plus.
Nachteile
SPSS does not have any major drawbacks other than its price tag. R as a competitor is free and open source. I also found SPSS coding to be less intuitive and graphs/plots rendered to be less 'attractive' than some other analysis packages available.