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Could MBTI® be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI^®) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI^® categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 87025 results from 171 countries, results clustered into 8031 unique motivational patterns.

While both systems group people into "types", MBTI^® reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI^® types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI^® personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI^® types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI^®)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI^®.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI^® poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

心理健康

圖表相关性

VUCA

的相关系数的临界值

正态分布，威廉·西莉·格塞特（William Sealy Gosset）（学生） r = 0.0479

非正态分布，Spearman r = 0.002

仅显示结果 > r = 0.0479

分配	非正常	普通的	非正常	普通的	普通的	普通的	普通的	普通的
所有问题所有问题 1) 自治（您同意或不同意多少？） 2) 环境掌握（您同意或不同意多少？） 3) 个人成长（您同意或不同意多少？） 4) 与他人的积极关系（您同意或不同意多少？） 5) 生活中的目的（您同意或不同意多少？） 6) 自我接受（您同意或不同意多少？）
1) 自治（您同意或不同意多少？）
Answer 1	-	弱负 -0.0529	弱阳性 0.0713	弱负 -0.0387	弱阳性 0.0406	弱负 -0.0574	弱负 -0.0094	弱阳性 0.0427
Answer 2	-	弱负 -0.0287	弱负 -0.0343	弱阳性 0.0192	弱阳性 0.0265	弱阳性 0.0063	弱负 -0.0318	弱阳性 0.0190
Answer 2	-	弱阳性 0.0396	弱负 -0.0258	弱阳性 0.0109	弱负 -0.0325	弱阳性 0.0078	弱阳性 0.0490	弱负 -0.0353
Answer 3	-	弱阳性 0.0471	弱负 -0.0152	弱阳性 0.0306	弱负 -0.0024	弱负 -0.0156	弱负 -0.0555	弱阳性 0.0194
Answer 4	-	弱负 -0.0052	弱负 -0.0111	弱负 -0.0125	弱负 -0.0201	弱阳性 0.0737	弱阳性 0.0446	弱负 -0.0671
Answer 5	-	弱阳性 0.0540	弱负 -0.0341	弱阳性 0.0410	弱负 -0.0245	弱阳性 0.0109	弱负 -0.0086	弱负 -0.0275
Answer 6	-	弱阳性 0.0357	弱阳性 0.0246	弱负 -0.0344	弱负 -0.0608	弱阳性 0.0277	弱阳性 0.0229	弱阳性 0.0072
自治（您同意或不同意多少？）
Answer 7	-	弱阳性 0.0016	弱阳性 0.0348	弱阳性 0.0258	弱负 -0.0191	弱负 -0.0419	弱负 -0.0841	弱阳性 0.0825
Answer 8	-	弱负 -0.0573	弱负 -0.0029	弱阳性 0.0122	弱阳性 0.0448	弱负 -0.0115	弱阳性 0.0099	弱负 -0.0115
Answer 8	-	弱负 -0.0468	弱负 -0.0421	弱负 -0.0479	弱阳性 0.0039	弱阳性 0.0124	弱阳性 0.0629	弱阳性 0.0282
Answer 9	-	弱阳性 0.0389	弱阳性 0.0265	弱阳性 0.0180	弱负 -0.0055	弱负 -0.0280	弱阳性 0.0106	弱负 -0.0350
Answer 10	-	弱阳性 0.0421	弱阳性 0.0035	弱负 -0.0329	弱阳性 0.0093	弱阳性 0.0516	弱阳性 0.0198	弱负 -0.0752
Answer 11	-	弱阳性 0.0612	弱负 -0.0362	弱阳性 0.0321	弱负 -0.0556	弱阳性 0.0334	弱负 -0.0049	弱负 -0.0180
Answer 12	-	弱阳性 0.0477	弱阳性 0.0245	弱负 -0.0123	弱负 -0.0159	弱阳性 0.0194	弱阳性 8.59E-5	弱负 -0.0340
自治（您同意或不同意多少？）
Answer 13	-	弱阳性 0.0673	弱阳性 0.0178	弱阳性 0.0369	弱负 -0.0535	弱阳性 0.0425	弱负 -0.0236	弱负 -0.0561
Answer 14	-	弱阳性 0.0595	弱阳性 0.0205	弱阳性 0.0383	弱阳性 0.0213	弱负 -0.0187	弱负 -0.0277	弱负 -0.0632
Answer 14	-	弱负 -0.0124	弱负 -0.0176	弱负 -0.0316	弱阳性 0.0775	弱阳性 0.0074	弱阳性 0.0175	弱负 -0.0518
Answer 15	-	弱负 -0.0173	弱阳性 0.0165	弱负 -0.0368	弱负 -0.0192	弱阳性 0.0037	弱负 -0.0031	弱阳性 0.0517
Answer 16	-	弱阳性 0.0148	弱阳性 0.0422	弱负 -0.0252	弱负 -0.0235	弱负 -0.0124	弱阳性 0.0409	弱负 -0.0107
Answer 17	-	弱负 -0.0432	弱负 -0.0319	弱阳性 0.0074	弱阳性 0.0118	弱负 -0.0476	弱阳性 0.0325	弱阳性 0.0460
Answer 18	-	弱负 -0.0515	弱负 -0.0338	弱阳性 0.0182	弱负 -0.0560	弱阳性 0.0394	弱负 -0.0371	弱阳性 0.0858
自治（您同意或不同意多少？）
Answer 19	-	弱负 -0.0246	弱阳性 0.0358	弱阳性 0.0092	弱负 -0.0464	弱负 -0.0243	弱负 -0.0352	弱阳性 0.0822
Answer 20	-	弱负 -0.0550	弱负 -0.0228	弱负 -0.0049	弱阳性 0.0095	弱负 -0.0063	弱阳性 0.0107	弱阳性 0.0416
Answer 20	-	弱阳性 0.0457	弱负 -0.0414	弱负 -0.0069	弱阳性 0.0607	弱负 -0.0230	弱阳性 0.0495	弱负 -0.0767
Answer 21	-	弱阳性 0.0137	弱阳性 0.0080	弱阳性 0.0182	弱负 -0.0104	弱负 -0.0136	弱负 -0.0183	弱阳性 0.0083
Answer 22	-	弱负 -0.0041	弱负 -0.0197	弱负 -0.0179	弱负 -0.0170	弱阳性 0.0748	弱负 -0.0055	弱负 -0.0185
Answer 23	-	弱阳性 0.0612	弱阳性 0.0302	弱阳性 0.0019	弱阳性 0.0020	弱阳性 0.0681	弱负 -0.0073	弱负 -0.1197
Answer 24	-	弱阳性 0.0435	弱阳性 0.0462	弱负 -0.0054	弱阳性 0.0028	弱负 -0.0284	弱阳性 0.0022	弱负 -0.0260
自治（您同意或不同意多少？）
Answer 25	-	弱阳性 0.0835	弱阳性 0.0310	弱负 -0.0142	弱负 -0.0301	弱阳性 0.0429	弱负 -0.0260	弱负 -0.0526
Answer 26	-	弱阳性 0.0304	弱负 -0.0144	弱阳性 0.0278	弱负 -0.0593	弱阳性 0.0236	弱阳性 0.0107	弱负 -0.0101
Answer 26	-	弱负 -0.0188	弱负 -0.0328	弱阳性 0.0008	弱负 -0.0204	弱阳性 0.0354	弱阳性 0.0038	弱阳性 0.0179
Answer 27	-	弱阳性 0.0351	弱阳性 0.0383	弱阳性 0.0322	弱阳性 0.0072	弱负 -0.0274	弱负 -0.0226	弱负 -0.0337
Answer 28	-	弱负 -0.0124	弱负 -0.0006	弱负 -0.0257	弱阳性 0.0225	弱阳性 0.0396	弱负 -0.0344	弱阳性 0.0006
Answer 29	-	弱负 -0.0065	弱负 -0.0331	弱负 -0.0242	弱负 -0.0001	弱负 -0.0071	弱阳性 0.0522	弱阳性 0.0073
Answer 30	-	弱负 -0.0687	弱阳性 0.0277	弱阳性 0.0004	弱阳性 0.0673	弱负 -0.0816	弱负 -0.0034	弱阳性 0.0405
自治（您同意或不同意多少？）
Answer 31	-	弱阳性 0.0937	弱阳性 0.0312	弱负 -0.0114	弱负 -0.0590	弱阳性 0.0553	弱阳性 0.0088	弱负 -0.0753
Answer 32	-	弱阳性 0.0592	弱阳性 0.0246	弱阳性 0.0155	弱负 -0.0092	弱阳性 0.0097	弱负 -0.0068	弱负 -0.0585
Answer 32	-	弱负 -0.0561	弱负 -0.0421	弱负 -0.0049	弱阳性 0.0333	弱阳性 0.0486	弱负 -0.0066	弱负 -0.0057
Answer 33	-	弱阳性 0.0216	弱负 -0.0104	弱阳性 0.0033	弱负 -0.0236	弱负 -0.0618	弱阳性 0.0270	弱阳性 0.0508
Answer 34	-	弱负 -0.0444	弱负 -0.0285	弱负 -0.0116	弱阳性 0.0258	弱负 -0.0148	弱阳性 0.0284	弱阳性 0.0194
Answer 35	-	弱负 -0.0450	弱负 -0.0236	弱负 -0.0177	弱阳性 0.0455	弱负 -0.0541	弱阳性 0.0154	弱阳性 0.0495
Answer 36	-	弱负 -0.0224	弱阳性 0.0507	弱阳性 0.0230	弱负 -0.0216	弱阳性 0.0052	弱负 -0.0568	弱阳性 0.0287
自治（您同意或不同意多少？）
Answer 37	-	弱负 -0.0527	弱阳性 0.0321	弱阳性 0.0562	弱阳性 0.0215	弱负 -0.0689	弱负 -0.0753	弱阳性 0.0715
Answer 38	-	弱负 -0.0095	弱负 -0.0389	弱负 -0.0325	弱阳性 0.0092	弱阳性 0.0107	弱阳性 0.0743	弱负 -0.0229
Answer 38	-	弱负 -0.0046	弱阳性 0.0125	弱负 -0.0286	弱负 -0.0194	弱阳性 0.0501	弱阳性 0.0182	弱负 -0.0222
Answer 39	-	弱阳性 0.0503	弱负 -0.0182	弱阳性 0.0098	弱负 -0.0211	弱阳性 0.0132	弱阳性 0.0141	弱负 -0.0347
Answer 40	-	弱阳性 0.0310	弱负 -0.0033	弱负 -0.0238	弱阳性 0.0313	弱阳性 0.0060	弱阳性 0.0151	弱负 -0.0475
Answer 41	-	弱阳性 0.0376	弱阳性 0.0119	弱阳性 0.0096	弱负 -0.0173	弱阳性 0.0205	弱负 -0.0409	弱负 -0.0049
Answer 42	-	弱阳性 0.0437	弱阳性 0.0060	弱负 -0.0226	弱负 -0.0363	弱阳性 0.0285	弱负 -0.0154	弱阳性 0.0095
2) 环境掌握（您同意或不同意多少？）
Answer 43	-	弱负 -0.0454	弱负 -0.0248	弱阳性 0.0122	弱阳性 0.0770	弱负 -0.0417	弱负 -0.1039	弱阳性 0.0866
Answer 44	-	弱负 -0.0066	弱负 -0.0111	弱阳性 0.0033	弱负 -0.0294	弱阳性 0.0116	弱阳性 0.0299	弱负 -0.0031
Answer 44	-	弱阳性 0.0252	弱负 -0.0306	弱负 -0.0091	弱负 -0.0143	弱负 -0.0112	弱阳性 0.0883	弱负 -0.0403
Answer 45	-	弱阳性 0.0109	弱负 -0.0006	弱负 -0.0107	弱负 -0.0217	弱负 -0.0010	弱负 -0.0071	弱阳性 0.0360
Answer 46	-	弱阳性 0.0075	弱阳性 0.0299	弱阳性 0.0115	弱负 -0.0072	弱阳性 0.0197	弱负 -0.0027	弱负 -0.0418
Answer 47	-	弱阳性 0.0412	弱阳性 0.0217	弱负 -0.0222	弱负 -0.0112	弱阳性 0.0704	弱阳性 0.0070	弱负 -0.0826
Answer 48	-	弱阳性 0.0059	弱阳性 0.1014	弱阳性 0.0078	弱负 -0.0354	弱负 -0.0149	弱阳性 0.0118	弱负 -0.0323
环境掌握（您同意或不同意多少？）
Answer 49	-	弱阳性 0.0650	弱阳性 0.0882	弱阳性 0.0478	弱负 -0.0781	弱阳性 0.0042	弱负 -0.0319	弱负 -0.0367
Answer 50	-	弱阳性 0.0658	弱阳性 0.0328	弱负 -0.0290	弱负 -0.0325	弱阳性 0.0133	弱阳性 0.0694	弱负 -0.0736
Answer 50	-	弱负 -0.0052	弱负 -0.0361	弱阳性 0.0152	弱阳性 0.0125	弱负 -0.0003	弱阳性 0.0141	弱负 -0.0137
Answer 51	-	弱阳性 0.0129	弱阳性 0.0015	弱负 -0.0012	弱负 -0.0079	弱阳性 0.0005	弱负 -0.0048	弱阳性 0.0035
Answer 52	-	弱负 -0.0077	弱阳性 0.0193	弱阳性 0.0044	弱阳性 0.0081	弱负 -0.0088	弱负 -0.0157	弱阳性 0.0011
Answer 53	-	弱负 -0.0560	弱负 -0.0821	弱负 -0.0020	弱负 -0.0006	弱阳性 0.0094	弱阳性 0.0128	弱阳性 0.0689
Answer 54	-	弱负 -0.0558	弱阳性 0.0033	弱负 -0.0217	弱阳性 0.0769	弱负 -0.0186	弱负 -0.0573	弱阳性 0.0430
环境掌握（您同意或不同意多少？）
Answer 55	-	弱阳性 0.0594	弱阳性 0.0956	弱阳性 0.0454	弱负 -0.0786	弱负 -0.0060	弱负 -0.0362	弱负 -0.0222
Answer 56	-	弱阳性 0.0100	弱阳性 0.0542	弱负 -0.0105	弱负 -0.0514	弱阳性 0.0344	弱阳性 0.0330	弱负 -0.0398
Answer 56	-	弱阳性 0.0523	弱负 -0.0294	弱负 -0.0005	弱负 -0.0201	弱阳性 0.0111	弱阳性 0.0171	弱负 -0.0204
Answer 57	-	弱阳性 0.0174	弱阳性 0.0383	弱负 -0.0095	弱负 -0.0028	弱负 -0.0440	弱阳性 0.0304	弱负 -0.0077
Answer 58	-	弱负 -0.0521	弱负 -0.0266	弱负 -0.0111	弱阳性 0.0546	弱阳性 0.0082	弱阳性 0.0172	弱负 -0.0152
Answer 59	-	弱负 -0.0463	弱负 -0.0570	弱阳性 0.0429	弱阳性 0.0113	弱负 -0.0265	弱负 -0.0164	弱阳性 0.0537
Answer 60	-	弱负 -0.0378	弱负 -0.0457	弱负 -0.0481	弱阳性 0.0762	弱阳性 0.0177	弱负 -0.0500	弱阳性 0.0444
环境掌握（您同意或不同意多少？）
Answer 61	-	弱阳性 0.0108	弱负 -0.0503	弱阳性 0.0049	弱阳性 0.0014	弱阳性 0.0020	弱负 -0.0539	弱阳性 0.0631
Answer 62	-	弱负 -0.0417	弱负 -0.0726	弱阳性 0.0190	弱阳性 0.0429	弱阳性 0.0054	弱负 -0.0448	弱阳性 0.0410
Answer 62	-	弱阳性 0.0070	弱阳性 0.0195	弱负 -0.0221	弱负 -0.0156	弱阳性 0.0099	弱阳性 0.0299	弱负 -0.0172
Answer 63	-	弱阳性 0.0567	弱阳性 0.0424	弱负 -0.0211	弱负 -0.0255	弱负 -0.0293	弱阳性 0.0316	弱负 -0.0150
Answer 64	-	弱负 -0.0114	弱阳性 0.0293	弱负 -0.0083	弱阳性 0.0021	弱阳性 0.0082	弱阳性 0.0611	弱负 -0.0627
Answer 65	-	弱负 -0.0035	弱阳性 0.0596	弱负 -0.0050	弱阳性 0.0024	弱负 -0.0077	弱阳性 0.0342	弱负 -0.0539
Answer 66	-	弱阳性 0.0052	弱阳性 0.0621	弱阳性 0.0379	弱负 -0.0461	弱阳性 0.0017	弱负 -0.0187	弱负 -0.0133
环境掌握（您同意或不同意多少？）
Answer 67	-	弱阳性 0.0362	弱阳性 0.0402	弱阳性 0.0481	弱负 -0.0695	弱负 -0.0562	弱负 -0.0126	弱阳性 0.0453
Answer 68	-	弱阳性 0.0103	弱阳性 0.0592	弱阳性 0.0082	弱负 -0.0495	弱负 -0.0270	弱阳性 0.0176	弱阳性 0.0110
Answer 68	-	弱阳性 0.0205	弱负 -0.0264	弱阳性 0.0192	弱负 -0.0751	弱阳性 0.0114	弱阳性 0.0051	弱阳性 0.0415
Answer 69	-	弱负 -0.0095	弱阳性 0.0047	弱阳性 0.0077	弱负 -0.0476	弱负 -0.0081	弱阳性 0.0378	弱阳性 0.0199
Answer 70	-	弱负 -0.0357	弱负 -0.0036	弱阳性 0.0051	弱阳性 0.0019	弱阳性 0.0147	弱阳性 0.0087	弱负 -0.0059
Answer 71	-	弱负 -0.0244	弱负 -0.0598	弱负 -0.0539	弱阳性 0.0452	弱阳性 0.0351	弱阳性 0.0550	弱负 -0.0250
Answer 72	-	弱阳性 0.0058	弱负 -0.0001	弱负 -0.0149	弱阳性 0.1443	弱阳性 0.0139	弱负 -0.0973	弱负 -0.0622
环境掌握（您同意或不同意多少？）
Answer 73	-	弱负 -0.0206	弱阳性 0.0058	弱负 -0.0014	弱阳性 0.1117	弱阳性 0.0007	弱负 -0.1256	弱阳性 0.0067
Answer 74	-	弱负 -0.0295	弱负 -0.0471	弱阳性 0.0342	弱负 -0.0160	弱负 -0.0302	弱阳性 0.0612	弱阳性 0.0109
Answer 74	-	弱负 -0.0060	弱负 -0.0032	弱负 -0.0339	弱负 -0.0472	弱阳性 0.0225	弱阳性 0.0587	弱阳性 0.0093
Answer 75	-	弱阳性 0.0523	弱阳性 0.0134	弱负 -0.0285	弱负 -0.0612	弱阳性 0.0112	弱阳性 0.0263	弱阳性 0.0111
Answer 76	-	弱阳性 0.0454	弱阳性 0.0180	弱阳性 0.0385	弱负 -0.0052	弱负 -0.0367	弱阳性 0.0003	弱负 -0.0350
Answer 77	-	弱阳性 0.0317	弱阳性 0.0265	弱负 -0.0218	弱负 -0.0314	弱阳性 0.0329	弱阳性 0.0118	弱负 -0.0265
Answer 78	-	弱负 -0.0303	弱阳性 0.0473	弱负 -0.0040	弱负 -0.0330	弱阳性 0.0291	弱阳性 0.0021	弱负 -0.0034
环境掌握（您同意或不同意多少？）
Answer 79	-	弱阳性 0.0504	弱阳性 0.0533	弱阳性 0.0241	弱负 -0.0914	弱阳性 0.0121	弱阳性 0.0329	弱负 -0.0344
Answer 80	-	弱阳性 0.0126	弱阳性 0.0525	弱负 -0.0006	弱负 -0.0379	弱负 -0.0097	弱阳性 0.0065	弱阳性 0.0001
Answer 80	-	弱阳性 0.0473	弱负 -0.0111	弱负 -0.0090	弱负 -0.0360	弱阳性 0.0068	弱阳性 0.0400	弱负 -0.0185
Answer 81	-	弱负 -0.0119	弱负 -0.0136	弱阳性 0.0307	弱阳性 0.0073	弱负 -0.0115	弱阳性 0.0129	弱负 -0.0165
Answer 82	-	弱负 -0.0074	弱负 -0.0232	弱负 -0.0043	弱负 -0.0010	弱负 -0.0091	弱阳性 0.0294	弱阳性 0.0056
Answer 83	-	弱负 -0.0561	弱负 -0.0405	弱负 -0.0116	弱阳性 0.0450	弱阳性 0.0052	弱负 -0.0177	弱阳性 0.0353
Answer 84	-	弱负 -0.0320	弱负 -0.0116	弱负 -0.0185	弱阳性 0.0961	弱阳性 0.0040	弱负 -0.0896	弱阳性 0.0212
3) 个人成长（您同意或不同意多少？）
Answer 85	-	弱负 -0.0392	弱负 -0.1316	弱阳性 0.0043	弱负 -0.0029	弱负 -0.0418	弱负 -0.0195	弱阳性 0.1643
Answer 86	-	弱负 -0.0232	弱阳性 0.0672	弱负 -0.0021	弱阳性 0.0413	弱阳性 0.0279	弱阳性 0.0291	弱负 -0.1182
Answer 86	-	弱阳性 0.0701	弱阳性 0.0604	弱负 -0.0123	弱负 -0.0082	弱阳性 0.0468	弱负 -0.0037	弱负 -0.1058
Answer 87	-	弱阳性 0.0413	弱阳性 0.0623	弱负 -0.0095	弱负 -0.0449	弱阳性 0.0002	弱负 -0.0035	弱负 -0.0094
Answer 88	-	弱阳性 0.0046	弱阳性 0.0639	弱阳性 0.0208	弱负 -0.0117	弱负 -0.0187	弱阳性 0.0136	弱负 -0.0429
Answer 89	-	弱阳性 0.0240	弱阳性 0.0081	弱负 -0.0307	弱负 -0.0100	弱阳性 0.0278	弱阳性 0.0220	弱负 -0.0274
Answer 90	-	弱阳性 0.0231	弱阳性 0.0422	弱阳性 0.0309	弱负 -0.0362	弱负 -0.0221	弱负 -0.0326	弱阳性 0.0133
个人成长（您同意或不同意多少？）
Answer 91	-	弱负 -0.0022	弱负 -7.56E-5	弱阳性 0.0184	弱阳性 0.0303	弱负 -0.0233	弱负 -0.0060	弱负 -0.0165
Answer 92	-	弱阳性 0.0133	弱阳性 0.0248	弱负 -0.0067	弱阳性 0.0228	弱阳性 0.0268	弱负 -0.0326	弱负 -0.0389
Answer 92	-	弱阳性 0.0290	弱阳性 0.1174	弱负 -0.0152	弱负 -0.0350	弱阳性 0.0172	弱负 -0.0085	弱负 -0.0531
Answer 93	-	弱阳性 0.1178	弱阳性 0.0399	弱负 -0.0361	弱负 -0.0251	弱负 -0.0087	弱负 -0.0045	弱负 -0.0341
Answer 94	-	弱阳性 0.0514	弱阳性 0.0876	弱负 -0.0147	弱阳性 0.0200	弱负 -0.0041	弱阳性 0.0315	弱负 -0.1176
Answer 95	-	弱负 -0.0110	弱阳性 0.0518	弱负 -0.0254	弱阳性 0.0164	弱阳性 0.0200	弱阳性 0.0896	弱负 -0.1135
Answer 96	-	弱负 -0.0787	弱负 -0.1408	弱阳性 0.0371	弱负 -0.0240	弱负 -0.0115	弱负 -0.0563	弱阳性 0.1887
个人成长（您同意或不同意多少？）
Answer 97	-	弱阳性 0.0565	弱阳性 0.0558	弱阳性 0.0246	弱负 -0.0368	弱负 -0.0094	弱负 -0.0296	弱负 -0.0208
Answer 98	-	弱阳性 0.0223	弱阳性 0.0445	弱阳性 0.0200	弱负 -0.0307	弱负 -0.0111	弱负 -0.0169	弱负 -0.0046
Answer 98	-	弱阳性 0.0139	弱阳性 0.0867	弱阳性 0.0011	弱负 -0.0277	弱阳性 0.0122	弱阳性 0.0255	弱负 -0.0725
Answer 99	-	弱阳性 0.1102	弱阳性 0.0248	弱负 -0.0155	弱负 -0.0196	弱阳性 0.0252	弱负 -0.0385	弱负 -0.0444
Answer 100	-	弱阳性 0.0668	弱阳性 0.0588	弱负 -0.0225	弱负 -0.0187	弱阳性 0.0208	弱阳性 0.0008	弱负 -0.0619
Answer 101	-	弱负 -0.0077	弱负 -0.0169	弱负 -0.0223	弱负 -0.0548	弱阳性 0.0275	弱阳性 0.0721	弱阳性 0.0028
Answer 102	-	弱负 -0.1141	弱负 -0.1012	弱阳性 0.0186	弱阳性 0.0949	弱负 -0.0407	弱负 -0.0293	弱阳性 0.0898
个人成长（您同意或不同意多少？）
Answer 103	-	弱负 -0.0591	弱负 -0.0675	弱负 -0.0156	弱负 -0.0168	弱负 -0.0272	弱负 -0.0156	弱阳性 0.1471
Answer 104	-	弱负 -0.0153	弱阳性 0.0179	弱负 -0.0214	弱阳性 0.0460	弱阳性 0.0107	弱阳性 0.0232	弱负 -0.0570
Answer 104	-	弱阳性 0.0252	弱阳性 0.0337	弱负 -0.0126	弱阳性 0.0030	弱阳性 0.0764	弱阳性 0.0091	弱负 -0.1103
Answer 105	-	弱阳性 0.0782	弱阳性 0.0456	弱阳性 0.0111	弱负 -0.0124	弱负 -0.0211	弱负 -0.0101	弱负 -0.0449
Answer 106	-	弱阳性 0.0264	弱阳性 0.0250	弱阳性 0.0443	弱负 -0.0292	弱阳性 0.0006	弱负 -0.0104	弱负 -0.0339
Answer 107	-	弱阳性 0.0313	弱阳性 0.0463	弱阳性 0.0427	弱负 -0.0107	弱负 -0.0513	弱阳性 0.0362	弱负 -0.0552
Answer 108	-	弱阳性 0.0604	弱负 -0.0006	弱阳性 0.0656	弱负 -0.0438	弱负 -0.0053	弱负 -0.0465	弱负 -0.0065
个人成长（您同意或不同意多少？）
Answer 109	-	弱阳性 0.0576	弱阳性 0.0913	弱阳性 0.0478	弱负 -0.0364	弱负 -0.0141	弱负 -0.0217	弱负 -0.0659
Answer 110	-	弱阳性 0.0246	弱阳性 0.0084	弱阳性 0.0532	弱阳性 0.0089	弱负 -0.0232	弱负 -0.0421	弱负 -0.0152
Answer 110	-	弱阳性 0.0518	弱阳性 0.0635	弱负 -0.0070	弱阳性 0.0185	弱阳性 0.0475	弱阳性 0.0260	弱负 -0.1505
Answer 111	-	弱阳性 0.0292	弱阳性 0.0213	弱负 -0.0158	弱负 -0.0390	弱阳性 0.0071	弱阳性 0.0351	弱负 -0.0206
Answer 112	-	弱阳性 0.0519	弱阳性 0.0154	弱负 -0.0542	弱负 -0.0069	弱阳性 0.0107	弱阳性 0.0485	弱负 -0.0408
Answer 113	-	弱负 -0.0567	弱负 -0.0786	弱阳性 0.0068	弱负 -0.0045	弱阳性 0.0291	弱阳性 0.0112	弱阳性 0.0500
Answer 114	-	弱负 -0.0905	弱负 -0.0579	弱负 -0.0168	弱阳性 0.0352	弱负 -0.0524	弱负 -0.0462	弱阳性 0.1589
个人成长（您同意或不同意多少？）
Answer 115	-	弱阳性 0.0298	弱阳性 0.0274	弱阳性 0.0016	弱负 -0.0239	弱负 -0.0054	弱负 -0.0064	弱负 -0.0068
Answer 116	-	弱阳性 0.0616	弱阳性 0.0851	弱负 -0.0075	弱负 -0.0098	弱阳性 0.0236	弱负 -0.0235	弱负 -0.0750
Answer 116	-	弱阳性 0.0204	弱阳性 0.0381	弱阳性 0.0052	弱阳性 0.0160	弱负 -0.0134	弱阳性 0.0209	弱负 -0.0621
Answer 117	-	弱阳性 0.0625	弱阳性 0.0496	弱负 -0.0061	弱负 -0.0188	弱负 -0.0066	弱负 -0.0161	弱负 -0.0266
Answer 118	-	弱阳性 0.0196	弱阳性 0.0088	弱阳性 0.0185	弱负 -0.0144	弱负 -0.0428	弱阳性 0.0466	弱负 -0.0202
Answer 119	-	弱负 -0.0546	弱负 -0.0389	弱负 -0.0588	弱阳性 0.0351	弱阳性 0.0440	弱阳性 0.1062	弱负 -0.0564
Answer 120	-	弱负 -0.0494	弱负 -0.0662	弱阳性 0.0374	弱负 -0.0004	弱负 -0.0104	弱负 -0.0896	弱阳性 0.1272
个人成长（您同意或不同意多少？）
Answer 121	-	弱负 -0.0749	弱负 -0.0702	弱阳性 0.0315	弱负 -0.0359	弱负 -0.0168	弱负 -0.0479	弱阳性 0.1583
Answer 122	-	弱阳性 0.0012	弱负 -0.0146	弱负 -7.15E-5	弱阳性 0.0186	弱负 -0.0002	弱阳性 0.0250	弱负 -0.0309
Answer 122	-	弱阳性 0.0488	弱阳性 0.0691	弱负 -0.0426	弱阳性 0.0483	弱负 -0.0021	弱阳性 0.0456	弱负 -0.1232
Answer 123	-	弱阳性 0.0594	弱阳性 0.0300	弱负 -0.0070	弱负 -0.0138	弱阳性 0.0103	弱阳性 0.0061	弱负 -0.0527
Answer 124	-	弱阳性 0.0128	弱阳性 0.0101	弱阳性 0.0081	弱阳性 0.0402	弱阳性 0.0160	弱阳性 0.0167	弱负 -0.0908
Answer 125	-	弱阳性 0.0146	弱阳性 0.0611	弱负 -0.0307	弱负 -0.0290	弱阳性 0.0496	弱负 -0.0036	弱负 -0.0401
Answer 126	-	弱阳性 0.0532	弱阳性 0.0392	弱阳性 0.0099	弱负 -0.0165	弱负 -0.0199	弱负 -0.0221	弱负 -0.0120
4) 与他人的积极关系（您同意或不同意多少？）
Answer 127	-	弱阳性 0.0169	弱负 -0.0776	弱负 -0.0056	弱阳性 0.0102	弱阳性 0.0188	弱负 -0.0627	弱阳性 0.0687
Answer 128	-	弱负 -0.0650	弱负 -0.0825	弱负 -0.0368	弱负 -0.0020	弱阳性 0.0760	弱阳性 0.0206	弱阳性 0.0369
Answer 128	-	弱负 -0.0287	弱阳性 0.0633	弱阳性 0.0131	弱阳性 0.0118	弱负 -0.0089	弱阳性 0.0367	弱负 -0.0683
Answer 129	-	弱阳性 0.0764	弱阳性 0.0772	弱负 -0.0294	弱负 -0.0073	弱负 -0.0544	弱阳性 0.0158	弱负 -0.0241
Answer 130	-	弱阳性 0.0415	弱阳性 0.0807	弱阳性 0.0458	弱负 -0.0186	弱负 -0.0581	弱阳性 0.0361	弱负 -0.0763
Answer 131	-	弱阳性 0.0361	弱阳性 0.0560	弱阳性 0.0717	弱负 -0.0214	弱负 -0.0810	弱负 -0.0092	弱负 -0.0141
Answer 132	-	弱阳性 0.0018	弱阳性 0.0983	弱阳性 0.0376	弱阳性 0.0030	弱负 -0.0472	弱负 -0.0153	弱负 -0.0377
与他人的积极关系（您同意或不同意多少？）
Answer 133	-	弱阳性 0.0378	弱负 -0.0379	弱阳性 0.0296	弱阳性 0.0159	弱阳性 0.0360	弱负 -0.1012	弱阳性 0.0076
Answer 134	-	弱负 -0.0292	弱负 -0.0531	弱负 -0.0427	弱负 -0.0005	弱阳性 0.0498	弱阳性 0.0192	弱阳性 0.0308
Answer 134	-	弱阳性 0.0041	弱负 -0.0321	弱负 -0.0335	弱负 -0.0072	弱阳性 0.0162	弱阳性 0.0525	弱负 -0.0077
Answer 135	-	弱阳性 0.0015	弱阳性 0.0406	弱阳性 0.0043	弱负 -0.0137	弱负 -0.0544	弱阳性 0.0425	弱负 -0.0007
Answer 136	-	弱阳性 0.0108	弱阳性 0.0775	弱阳性 0.0336	弱负 -0.0079	弱负 -0.0471	弱阳性 0.0137	弱负 -0.0470
Answer 137	-	弱负 -0.0166	弱阳性 0.0925	弱阳性 0.0301	弱阳性 0.0205	弱负 -0.0786	弱负 -0.0059	弱负 -0.0153
Answer 138	-	弱负 -0.0354	弱阳性 0.0451	弱阳性 0.0336	弱负 -0.0163	弱负 -0.0247	弱阳性 0.0139	弱负 -0.0059
与他人的积极关系（您同意或不同意多少？）
Answer 139	-	弱阳性 0.0355	弱阳性 0.0693	弱阳性 0.0374	弱阳性 0.0017	弱负 -0.0525	弱负 -0.0375	弱负 -0.0150
Answer 140	-	弱阳性 0.0263	弱阳性 0.0975	弱阳性 0.0282	弱阳性 0.0029	弱负 -0.0434	弱负 -0.0029	弱负 -0.0587
Answer 140	-	弱负 -0.0104	弱阳性 0.0193	弱负 -0.0015	弱阳性 0.0232	弱阳性 0.0236	弱阳性 0.0131	弱负 -0.0613
Answer 141	-	弱阳性 0.0387	弱负 -0.0014	弱负 -0.0008	弱负 -0.0450	弱阳性 0.0033	弱阳性 0.0047	弱阳性 0.0106
Answer 142	-	弱负 -0.0120	弱负 -0.0053	弱负 -0.0301	弱负 -0.0160	弱阳性 0.0285	弱阳性 0.0583	弱负 -0.0254
Answer 143	-	弱负 -0.0033	弱负 -0.0462	弱阳性 0.0122	弱负 -0.0341	弱阳性 0.0067	弱阳性 0.0197	弱阳性 0.0297
Answer 144	-	弱负 -0.0500	弱负 -0.0921	弱负 -0.0358	弱阳性 0.0485	弱阳性 0.0245	弱负 -0.0424	弱阳性 0.0857
与他人的积极关系（您同意或不同意多少？）
Answer 145	-	弱阳性 0.0232	弱阳性 0.0944	弱阳性 0.0205	弱负 -0.0747	弱负 -0.0106	弱负 -0.0101	弱阳性 0.0022
Answer 146	-	弱阳性 0.0402	弱负 -0.0030	弱阳性 0.0091	弱负 -0.0827	弱阳性 0.0148	弱负 -0.0055	弱阳性 0.0413
Answer 146	-	弱阳性 0.0243	弱阳性 0.0389	弱负 -0.0092	弱负 -0.0763	弱阳性 0.0210	弱阳性 0.0475	弱负 -0.0153
Answer 147	-	弱阳性 0.0621	弱负 -0.0113	弱阳性 0.0098	弱负 -0.0663	弱负 -0.0013	弱阳性 0.0050	弱阳性 0.0166
Answer 148	-	弱阳性 0.0054	弱负 -0.0242	弱负 -0.0248	弱阳性 0.0227	弱阳性 0.0137	弱阳性 0.0154	弱负 -0.0172
Answer 149	-	弱阳性 0.0044	弱负 -0.0168	弱负 -0.0213	弱阳性 0.0183	弱负 -0.0308	弱阳性 0.0492	弱负 -0.0054
Answer 150	-	弱负 -0.0997	弱负 -0.0379	弱阳性 0.0154	弱阳性 0.1545	弱阳性 0.0008	弱负 -0.0745	弱负 -0.0133
与他人的积极关系（您同意或不同意多少？）
Answer 151	-	弱阳性 0.0049	弱负 -0.0558	弱负 -0.0167	弱阳性 0.0236	弱阳性 0.0693	弱负 -0.0437	弱负 -0.0044
Answer 152	-	弱负 -0.0221	弱负 -0.0369	弱阳性 0.0137	弱阳性 0.0101	弱负 -0.0248	弱阳性 0.0390	弱阳性 0.0055
Answer 152	-	弱负 -0.0080	弱阳性 0.0432	弱负 -0.0134	弱负 -0.0203	弱负 -0.0245	弱阳性 0.0566	弱负 -0.0182
Answer 153	-	弱阳性 0.0297	弱阳性 0.0465	弱负 -0.0013	弱负 -0.0018	弱负 -0.0514	弱负 -0.0161	弱阳性 0.0144
Answer 154	-	弱阳性 0.0202	弱阳性 0.0043	弱负 -0.0144	弱负 -0.0390	弱阳性 0.0278	弱负 -0.0080	弱阳性 0.0200
Answer 155	-	弱负 -0.0137	弱阳性 0.0987	弱阳性 0.0116	弱阳性 0.0269	弱阳性 0.0056	弱负 -0.0482	弱负 -0.0519
Answer 156	-	弱阳性 0.0102	弱阳性 0.0185	弱阳性 0.0451	弱负 -0.0519	弱负 -0.0569	弱阳性 0.0040	弱阳性 0.0455
与他人的积极关系（您同意或不同意多少？）
Answer 157	-	弱阳性 0.0673	弱阳性 0.0816	弱阳性 0.0041	弱负 -0.0392	弱阳性 0.0407	弱负 -0.0420	弱负 -0.0614
Answer 158	-	弱阳性 0.0090	弱阳性 0.0218	弱阳性 0.0225	弱负 -0.0507	弱负 -0.0085	弱阳性 0.0512	弱负 -0.0238
Answer 158	-	弱阳性 0.0210	弱负 -0.0314	弱负 -0.0503	弱阳性 0.0111	弱负 -0.0230	弱阳性 0.0670	弱负 -0.0007
Answer 159	-	弱阳性 0.0030	弱阳性 0.0448	弱阳性 0.0030	弱负 -0.0210	弱负 -0.0478	弱阳性 0.0154	弱阳性 0.0218
Answer 160	-	弱负 -0.0038	弱负 -0.0060	弱阳性 0.0088	弱负 -0.0311	弱阳性 0.0079	弱阳性 0.0595	弱负 -0.0255
Answer 161	-	弱负 -0.0054	弱负 -0.0334	弱阳性 0.0034	弱阳性 0.0214	弱阳性 0.0255	弱负 -0.0230	弱负 -0.0045
Answer 162	-	弱负 -0.0661	弱负 -0.0516	弱阳性 0.0069	弱阳性 0.0712	弱负 -0.0006	弱负 -0.0790	弱阳性 0.0661
与他人的积极关系（您同意或不同意多少？）
Answer 163	-	弱阳性 0.0102	弱负 -0.0702	弱负 -0.0289	弱阳性 0.0255	弱阳性 0.0690	弱负 -0.0654	弱阳性 0.0287
Answer 164	-	弱负 -0.0379	弱负 -0.0082	弱阳性 0.0076	弱阳性 0.0065	弱负 -0.0169	弱阳性 0.0679	弱负 -0.0283
Answer 164	-	弱负 -0.0286	弱阳性 0.0277	弱阳性 0.0257	弱负 -0.0127	弱负 -0.0346	弱阳性 0.0425	弱负 -0.0112
Answer 165	-	弱阳性 0.0647	弱阳性 0.0780	弱阳性 0.0057	弱负 -0.0132	弱负 -0.0582	弱负 -0.0117	弱负 -0.0141
Answer 166	-	弱阳性 0.0041	弱阳性 0.0341	弱负 -0.0297	弱负 -0.0141	弱负 -0.0054	弱阳性 0.0330	弱负 -0.0080
Answer 167	-	弱阳性 0.0221	弱阳性 0.0369	弱阳性 0.0078	弱负 -0.0092	弱负 -0.0058	弱负 -0.0478	弱阳性 0.0111
Answer 168	-	弱阳性 0.0042	弱阳性 0.0175	弱阳性 0.0502	弱负 -0.0439	弱负 -0.0226	弱负 -0.0268	弱阳性 0.0295
5) 生活中的目的（您同意或不同意多少？）
Answer 169	-	弱负 -0.0430	弱负 -0.0413	弱阳性 0.0328	弱阳性 0.1833	弱负 -0.0612	弱负 -0.1331	弱阳性 0.0128
Answer 170	-	弱负 -0.0023	弱阳性 0.0021	弱负 -0.0363	弱负 -0.0425	弱阳性 0.0173	弱阳性 0.0682	弱负 -0.0010
Answer 170	-	弱阳性 0.0177	弱负 -0.0213	弱阳性 0.0184	弱负 -0.1199	弱阳性 0.0788	弱阳性 0.0557	弱负 -0.0171
Answer 171	-	弱阳性 0.0581	弱阳性 0.0574	弱负 -0.0340	弱负 -0.0839	弱负 -0.0119	弱阳性 0.0382	弱阳性 0.0209
Answer 172	-	弱阳性 0.0074	弱阳性 0.0023	弱阳性 0.0135	弱负 -0.0449	弱负 -0.0151	弱阳性 0.0443	弱阳性 0.0049
Answer 173	-	弱负 -0.0081	弱阳性 0.0101	弱负 -0.0193	弱负 -0.0124	弱阳性 0.0348	弱阳性 0.0125	弱负 -0.0172
Answer 174	-	弱阳性 0.0319	弱阳性 0.1141	弱阳性 0.0153	弱负 -0.0525	弱负 -0.0188	弱阳性 0.0039	弱负 -0.0363
生活中的目的（您同意或不同意多少？）
Answer 175	-	弱阳性 0.0748	弱阳性 0.0514	弱负 -0.0148	弱负 -0.1137	弱阳性 0.0174	弱阳性 0.0015	弱阳性 0.0258
Answer 176	-	弱阳性 0.0737	弱阳性 0.0400	弱负 -0.0170	弱负 -0.1653	弱阳性 0.0267	弱阳性 0.0032	弱阳性 0.0789
Answer 176	-	弱负 -0.0058	弱负 -0.0235	弱负 -0.0131	弱负 -0.0557	弱阳性 0.0341	弱阳性 0.0320	弱阳性 0.0249
Answer 177	-	弱阳性 0.0150	弱阳性 0.0106	弱负 -0.0056	弱负 -0.0339	弱负 -0.0270	弱阳性 0.0019	弱阳性 0.0452
Answer 178	-	弱负 -0.0042	弱负 -0.0111	弱负 -0.0203	弱阳性 0.0139	弱阳性 0.0080	弱阳性 0.0544	弱负 -0.0416
Answer 179	-	弱负 -0.0455	弱负 -0.0827	弱阳性 0.0018	弱阳性 0.0377	弱阳性 0.0081	弱阳性 0.0402	弱阳性 0.0006
Answer 180	-	弱负 -0.0460	弱阳性 0.0386	弱阳性 0.0438	弱阳性 0.1774	弱负 -0.0449	弱负 -0.1001	弱负 -0.0788
生活中的目的（您同意或不同意多少？）
Answer 181	-	弱负 -0.0374	弱负 -0.0537	弱阳性 0.0759	弱阳性 0.0992	弱负 -0.0512	弱负 -0.1335	弱阳性 0.0555
Answer 182	-	弱负 -0.0441	弱负 -0.0089	弱负 -0.0221	弱阳性 0.0259	弱负 -0.0180	弱阳性 0.0444	弱阳性 0.0051
Answer 182	-	弱阳性 0.0232	弱阳性 0.0065	弱负 -0.0222	弱负 -0.0841	弱阳性 0.0408	弱阳性 0.0438	弱阳性 0.0075
Answer 183	-	弱阳性 0.0532	弱阳性 0.0546	弱负 -0.0658	弱负 -0.0247	弱阳性 0.0241	弱阳性 0.0064	弱负 -0.0133
Answer 184	-	弱阳性 0.0446	弱阳性 0.0308	弱负 -0.0042	弱负 -0.0464	弱阳性 0.0268	弱阳性 0.0512	弱负 -0.0669
Answer 185	-	弱阳性 0.0122	弱阳性 0.0143	弱阳性 0.0029	弱负 -0.0165	弱阳性 0.0179	弱阳性 0.0456	弱负 -0.0579
Answer 186	-	弱阳性 0.0253	弱阳性 0.0245	弱负 -0.0112	弱负 -0.0666	弱阳性 0.0212	弱阳性 0.0511	弱负 -0.0194
生活中的目的（您同意或不同意多少？）
Answer 187	-	弱负 -0.0611	弱负 -0.0559	弱阳性 0.0923	弱阳性 0.1296	弱负 -0.0523	弱负 -0.0881	弱负 -0.0116
Answer 188	-	弱负 -0.0193	弱阳性 0.0274	弱负 -0.0453	弱负 -0.0200	弱负 -0.0035	弱阳性 0.0312	弱阳性 0.0320
Answer 188	-	弱阳性 0.0004	弱阳性 0.0073	弱负 -0.0023	弱负 -0.0030	弱负 -0.0068	弱阳性 0.0318	弱负 -0.0229
Answer 189	-	弱阳性 0.0616	弱阳性 0.0250	弱负 -0.0374	弱负 -0.0719	弱阳性 0.0363	弱阳性 0.0069	弱阳性 0.0109
Answer 190	-	弱阳性 0.0451	弱阳性 0.0077	弱阳性 0.0060	弱负 -0.0953	弱阳性 0.0400	弱阳性 0.0476	弱负 -0.0220
Answer 191	-	弱阳性 0.0074	弱负 -0.0155	弱负 -0.0399	弱负 -0.0027	弱阳性 0.0333	弱阳性 0.0281	弱负 -0.0121
Answer 192	-	弱阳性 0.0238	弱阳性 0.0347	弱负 -0.0300	弱负 -0.0292	弱负 -0.0003	弱负 -0.0051	弱阳性 0.0231
生活中的目的（您同意或不同意多少？）
Answer 193	-	弱阳性 0.0468	弱阳性 0.0791	弱阳性 0.0134	弱负 -0.0597	弱阳性 0.0018	弱负 -0.0014	弱负 -0.0315
Answer 194	-	弱阳性 0.0868	弱阳性 0.0333	弱阳性 0.0013	弱负 -0.0491	弱阳性 0.0412	弱负 -0.0122	弱负 -0.0569
Answer 194	-	弱负 -0.0317	弱负 -0.0026	弱负 -0.0354	弱负 -0.0308	弱阳性 0.0380	弱阳性 0.0510	弱阳性 0.0008
Answer 195	-	弱阳性 0.0056	弱阳性 0.0400	弱负 -0.0003	弱负 -0.0100	弱负 -0.0256	弱阳性 0.0359	弱负 -0.0226
Answer 196	-	弱阳性 0.0074	弱负 -0.0133	弱负 -0.0136	弱负 -0.0153	弱负 -0.0368	弱阳性 0.0393	弱阳性 0.0325
Answer 197	-	弱负 -0.0248	弱负 -0.0493	弱负 -0.0096	弱阳性 0.0337	弱阳性 0.0209	弱阳性 0.0320	弱负 -0.0262
Answer 198	-	弱负 -0.0533	弱负 -0.0413	弱阳性 0.0332	弱阳性 0.0780	弱负 -0.0368	弱负 -0.1002	弱阳性 0.0744
生活中的目的（您同意或不同意多少？）
Answer 199	-	弱阳性 0.0205	弱阳性 0.0297	弱阳性 0.0210	弱负 -0.0268	弱负 -0.0138	弱负 -0.0073	弱负 -0.0051
Answer 200	-	弱阳性 8.83E-5	弱阳性 0.0329	弱阳性 0.0084	弱负 -0.0009	弱负 -0.0256	弱负 -0.0119	弱阳性 0.0117
Answer 200	-	弱阳性 0.0149	弱负 -0.0500	弱阳性 0.0131	弱负 -0.0388	弱负 -0.0157	弱负 -0.0168	弱阳性 0.0766
Answer 201	-	弱阳性 0.0175	弱阳性 0.0664	弱阳性 0.0334	弱负 -0.0089	弱负 -0.0102	弱负 -0.0367	弱负 -0.0331
Answer 202	-	弱负 -0.0263	弱阳性 0.0452	弱负 -0.0465	弱负 -0.0072	弱阳性 0.0152	弱阳性 0.0569	弱负 -0.0291
Answer 203	-	弱负 -0.0414	弱负 -0.0381	弱负 -0.0407	弱阳性 0.0252	弱阳性 0.0578	弱阳性 0.0239	弱负 -0.0164
Answer 204	-	弱阳性 0.0171	弱负 -0.0397	弱阳性 0.0141	弱阳性 0.0228	弱负 -0.0167	弱负 -0.0073	弱阳性 0.0035
生活中的目的（您同意或不同意多少？）
Answer 205	-	弱负 -0.0031	弱阳性 0.0873	弱阳性 0.0382	弱负 -0.0087	弱负 -0.0048	弱负 -0.0114	弱负 -0.0622
Answer 206	-	弱阳性 0.0897	弱负 -0.0078	弱阳性 0.0207	弱负 -0.0210	弱负 -0.0262	弱阳性 0.0265	弱负 -0.0468
Answer 206	-	弱负 -0.0101	弱阳性 0.0236	弱负 -0.0264	弱负 -0.0023	弱阳性 0.0492	弱阳性 0.0433	弱负 -0.0677
Answer 207	-	弱阳性 0.0328	弱阳性 0.0393	弱负 -0.0365	弱负 -0.0251	弱负 -0.0601	弱阳性 0.0338	弱阳性 0.0410
Answer 208	-	弱负 -0.0400	弱负 -0.0027	弱负 -0.0396	弱阳性 0.0326	弱阳性 0.0290	弱阳性 0.0078	弱负 -0.0069
Answer 209	-	弱负 -0.0492	弱负 -0.0716	弱阳性 0.0110	弱负 -0.0206	弱阳性 0.0232	弱负 -0.0035	弱阳性 0.0671
Answer 210	-	弱负 -0.0168	弱负 -0.0351	弱阳性 0.0283	弱阳性 0.0379	弱负 -0.0135	弱负 -0.0801	弱阳性 0.0529
6) 自我接受（您同意或不同意多少？）
Answer 211	-	弱阳性 0.0310	弱阳性 0.1167	弱阳性 0.0038	弱负 -0.0432	弱阳性 0.0112	弱负 -0.0196	弱负 -0.0455
Answer 212	-	弱阳性 0.0257	弱阳性 0.0512	弱阳性 0.0320	弱负 -0.0054	弱负 -0.0606	弱阳性 0.0809	弱负 -0.0813
Answer 212	-	弱阳性 0.0154	弱负 -0.0215	弱负 -0.0052	弱阳性 0.0194	弱阳性 0.0635	弱负 -0.0116	弱负 -0.0634
Answer 213	-	弱阳性 0.0055	弱阳性 0.0016	弱负 -0.0454	弱负 -0.0031	弱负 -0.0261	弱阳性 0.0025	弱阳性 0.0613
Answer 214	-	弱负 -0.0146	弱阳性 0.0195	弱阳性 0.0003	弱负 -0.0025	弱负 -0.0282	弱阳性 0.0250	弱阳性 0.0024
Answer 215	-	弱负 -0.0137	弱负 -0.0695	弱负 -0.0196	弱阳性 0.0154	弱阳性 0.0125	弱阳性 0.0458	弱阳性 0.0026
Answer 216	-	弱负 -0.0363	弱负 -0.0532	弱阳性 0.0225	弱阳性 0.0063	弱阳性 0.0136	弱负 -0.1010	弱阳性 0.1049
自我接受（您同意或不同意多少？）
Answer 217	-	弱负 -0.0520	弱负 -0.0510	弱阳性 0.0509	弱阳性 0.0213	弱负 -0.0041	弱负 -0.1120	弱阳性 0.0994
Answer 218	-	弱负 -0.0274	弱负 -0.0584	弱负 -0.0219	弱阳性 0.0108	弱阳性 0.0244	弱阳性 0.0441	弱阳性 0.0013
Answer 218	-	弱阳性 0.0190	弱负 -0.0147	弱负 -0.0539	弱负 -0.0505	弱阳性 0.0250	弱阳性 0.0830	弱负 -0.0020
Answer 219	-	弱阳性 0.0286	弱阳性 0.0363	弱负 -0.0226	弱负 -0.0214	弱负 -0.0186	弱阳性 0.0363	弱负 -0.0123
Answer 220	-	弱阳性 0.0612	弱阳性 0.0492	弱负 -0.0100	弱阳性 0.0318	弱阳性 0.0063	弱负 -0.0206	弱负 -0.0800
Answer 221	-	弱负 -0.0123	弱阳性 0.0523	弱阳性 0.0341	弱阳性 0.0440	弱负 -0.0656	弱阳性 0.0059	弱负 -0.0397
Answer 222	-	弱阳性 0.0500	弱阳性 0.1022	弱阳性 0.0321	弱负 -0.0590	弱阳性 0.0135	弱负 -0.0299	弱负 -0.0546
自我接受（您同意或不同意多少？）
Answer 223	-	弱阳性 0.0668	弱阳性 0.0877	弱阳性 0.0279	弱负 -0.0797	弱阳性 0.0293	弱负 -0.0105	弱负 -0.0622
Answer 224	-	弱负 -0.0143	弱阳性 0.0539	弱负 -0.0317	弱阳性 0.0039	弱负 -0.0020	弱阳性 0.0420	弱负 -0.0343
Answer 224	-	弱阳性 0.0565	弱阳性 0.0025	弱负 -0.0167	弱阳性 0.0204	弱阳性 0.0549	弱负 -0.0205	弱负 -0.0758
Answer 225	-	弱负 -0.0084	弱负 -0.0134	弱负 -0.0262	弱负 -0.0007	弱负 -0.0218	弱阳性 0.0157	弱阳性 0.0439
Answer 226	-	弱阳性 0.0123	弱负 -0.0069	弱阳性 0.0130	弱负 -0.0118	弱负 -0.0645	弱阳性 0.0471	弱阳性 0.0189
Answer 227	-	弱负 -0.0294	弱负 -0.0712	弱阳性 0.0024	弱负 -0.0080	弱负 -0.0146	弱阳性 0.0970	弱阳性 0.0025
Answer 228	-	弱负 -0.0599	弱负 -0.0398	弱阳性 0.0307	弱阳性 0.0550	弱阳性 0.0067	弱负 -0.1404	弱阳性 0.0916
自我接受（您同意或不同意多少？）
Answer 229	-	弱负 -0.0480	弱负 -0.0263	弱阳性 0.0454	弱阳性 0.0964	弱负 -0.0441	弱负 -0.1387	弱阳性 0.0722
Answer 230	-	弱负 -0.0138	弱负 -0.0426	弱负 -0.0071	弱负 -0.0149	弱负 -0.0112	弱阳性 0.0701	弱阳性 0.0073
Answer 230	-	弱阳性 0.0033	弱负 -0.0093	弱负 -0.0288	弱阳性 0.0011	弱阳性 0.0235	弱阳性 0.0001	弱阳性 0.0032
Answer 231	-	弱阳性 0.0023	弱阳性 0.0596	弱负 -0.0514	弱负 -0.0384	弱阳性 0.0192	弱阳性 0.0649	弱负 -0.0313
Answer 232	-	弱阳性 0.0582	弱阳性 0.0035	弱负 -0.0126	弱负 -0.0494	弱阳性 0.0242	弱阳性 0.0698	弱负 -0.0591
Answer 233	-	弱阳性 0.0417	弱阳性 0.0478	弱阳性 0.0147	弱负 -0.0351	弱负 -0.0060	弱阳性 0.0428	弱负 -0.0636
Answer 234	-	弱阳性 0.0324	弱阳性 0.0671	弱阳性 0.0307	弱负 -0.0708	弱阳性 0.0563	弱负 -0.0558	弱负 -0.0247
自我接受（您同意或不同意多少？）
Answer 235	-	弱阳性 0.0017	弱阳性 0.0029	弱阳性 0.0492	弱阳性 0.0603	弱负 -0.0546	弱负 -0.1262	弱阳性 0.0531
Answer 236	-	弱负 -0.0118	弱负 -0.0370	弱阳性 0.0208	弱阳性 0.0060	弱负 -0.0232	弱阳性 0.0393	弱负 -0.0017
Answer 236	-	弱负 -0.0036	弱负 -0.0255	弱负 -0.0098	弱阳性 0.0207	弱负 -0.0066	弱阳性 0.0114	弱阳性 3.82E-5
Answer 237	-	弱负 -0.0237	弱负 -0.0081	弱负 -0.0671	弱负 -0.0441	弱阳性 0.0618	弱阳性 0.0498	弱阳性 0.0202
Answer 238	-	弱阳性 0.0143	弱阳性 0.0193	弱负 -0.0147	弱负 -0.0139	弱阳性 0.0270	弱阳性 0.0596	弱负 -0.0708
Answer 239	-	弱阳性 0.0339	弱阳性 0.0344	弱阳性 0.0067	弱负 -0.0456	弱负 -0.0152	弱阳性 0.0274	弱负 -0.0116
Answer 240	-	弱阳性 0.0180	弱阳性 0.0741	弱阳性 0.0078	弱负 -0.0234	弱阳性 0.0458	弱负 -0.0382	弱负 -0.0523
自我接受（您同意或不同意多少？）
Answer 241	-	弱阳性 0.0499	弱阳性 0.0798	弱阳性 0.0565	弱负 -0.0472	弱阳性 0.0021	弱负 -0.0320	弱负 -0.0604
Answer 242	-	弱阳性 0.0915	弱阳性 0.0328	弱负 -0.0211	弱负 -0.0305	弱阳性 0.0027	弱阳性 0.0160	弱负 -0.0452
Answer 242	-	弱阳性 0.0098	弱阳性 0.0383	弱负 -0.0088	弱阳性 0.0368	弱阳性 0.0206	弱阳性 0.0133	弱负 -0.0883
Answer 243	-	弱负 -0.0020	弱阳性 0.0061	弱负 -0.0313	弱负 -0.0184	弱负 -0.0032	弱阳性 0.0661	弱负 -0.0121
Answer 244	-	弱负 -0.0250	弱负 -0.0403	弱阳性 0.0237	弱阳性 0.0232	弱负 -0.0540	弱阳性 0.0165	弱阳性 0.0335
Answer 245	-	弱负 -0.0752	弱负 -0.0291	弱负 -0.0512	弱阳性 0.0231	弱阳性 0.0226	弱阳性 0.0384	弱阳性 0.0357
Answer 246	-	弱负 -0.0369	弱负 -0.0696	弱阳性 0.0441	弱阳性 0.0112	弱阳性 0.0016	弱负 -0.1145	弱阳性 0.1130
自我接受（您同意或不同意多少？）
Answer 247	-	弱负 -0.0403	弱阳性 0.0189	弱阳性 0.0547	弱阳性 0.0489	弱负 -0.0442	弱负 -0.1163	弱阳性 0.0581
Answer 248	-	弱阳性 0.0041	弱负 -0.0830	弱负 -0.0246	弱负 -0.0117	弱阳性 0.0208	弱阳性 0.0628	弱阳性 0.0084
Answer 248	-	弱负 -0.0341	弱负 -0.0055	弱负 -0.0200	弱负 -0.0085	弱阳性 0.0251	弱阳性 0.0555	弱负 -0.0207
Answer 249	-	弱阳性 0.0848	弱阳性 0.0357	弱负 -0.0344	弱负 -0.0398	弱负 -0.0178	弱阳性 0.0386	弱负 -0.0190
Answer 250	-	弱阳性 0.0236	弱阳性 0.0287	弱负 -0.0191	弱负 -0.0033	弱阳性 0.0403	弱阳性 0.0122	弱负 -0.0620
Answer 251	-	弱阳性 0.0176	弱阳性 0.0434	弱阳性 0.0146	弱阳性 0.0028	弱阳性 0.0078	弱负 -0.0154	弱负 -0.0502
Answer 252	-	弱阳性 0.0221	弱阳性 0.1304	弱阳性 0.0104	弱负 -0.0700	弱阳性 0.0002	弱负 -0.0027	弱负 -0.0296

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Exploring correlations between the two systems, MBTI^® and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI^® preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI^® type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI^® functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

BPS critiques MBTI^®'s dichotomous typing

Context: The BPS recognizes the MBTI^® as a personality assessment tool, but it critiques its dichotomous typing—i.e., the MBTI^®’s structure of categorizing people into one of 16 personality types based on four binary preferences (Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving). This critique stems from methodological and theoretical concerns.

Details:

Dichotomous Nature: The MBTI^® assigns individuals to one of two poles on each of its four dimensions (e.g., E or I, S or N), resulting in 16 discrete types (e.g., ISTJ, ENFP). This binary approach contrasts with continuous trait models like the Big Five, where traits (e.g., Neuroticism, Openness) are measured on a spectrum.
BPS Critique:
- Psychometric Concerns: The BPS, via its Psychological Testing Centre, notes that the dichotomous typing can oversimplify human personality, ignoring the gradations within individuals. For example, someone might score close to the midpoint between E and I but still be labeled as one or the other, potentially misrepresenting their true tendencies.
- Reliability Issues: Test-retest reliability for MBTI^® types can be inconsistent, with studies showing 40–50% of people receiving a different type upon retesting after weeks or months (Pittenger, 2005, Consulting Psychology Journal). This instability undermines the binary model’s stability, as the BPS highlights in its reviews.
- Validity Concerns: The BPS questions whether the types capture meaningful psychological constructs, especially compared to dimensional models. Correlations with the Big Five (e.g., E/I with Extraversion, T/F with Agreeableness) exist but are imperfect, suggesting the MBTI^®’s categories may not fully align with established personality science.
Practical Implications: The critique suggests the MBTI^®’s dichotomous typing risks pigeonholing individuals, reducing its utility for precise assessment or counseling. For instance, a person near the E/I threshold might not fit neatly into either category, leading to misinterpretation in workplace or clinical settings.
Sources: BPS’s Psychological Testing Centre reports (available via bps.org.uk) and Pittenger’s 2005 critique (Cautionary Comments Regarding the Myers-Briggs Type Inventory) detail this, noting the MBTI^®’s popularity doesn’t equate to scientific precision.

Summary: The BPS critiques MBTI^®’s dichotomous typing for oversimplifying personality, risking reliability and validity issues, and limiting its scientific depth compared to continuous models. This informs its cautious endorsement, emphasizing trained use to mitigate misinterpretation.

Ongoing Debates About MBTI^®'s Scientific Depth

Context: Despite BPS recognition and external validation studies since the 1940s, the MBTI^® faces ongoing debates about its scientific depth—its theoretical foundation, empirical support, and practical utility in psychology. These debates persist among researchers, practitioners, and critics.

Details:

Theoretical Foundation:
- Jungian Roots: MBTI^® stems from Carl Jung’s Psychological Types (1921), adapted by Katherine Briggs and Isabel Myers. Jung’s theory isn’t empirically validated like modern personality models—it’s based on clinical observations, not large-scale data, raising questions about its scientific basis.
- Critique: Many psychologists argue Jung’s typology lacks a falsifiable, testable framework. The MBTI^®’s translation into binary types (e.g., E/I) is seen as a stretch from Jung’s nuanced “functions” (e.g., Thinking, Feeling), lacking robust theoretical grounding (Barbuto, 1997, Psychological Reports).
Empirical Support:
- Reliability: While test-retest reliability for MBTI^® preferences shows
  r = 0.8–0.9
  over short intervals, type stability (16 combinations) drops significantly over time (e.g., 50% type change in 5 weeks, Pittenger, 1993, Journal of Career Planning). This challenges its consistency as a scientific tool.
- Validity: Correlations with the Big Five (e.g., E/I with Extraversion,
  r \approx 0.7
  ; T/F with Agreeableness,
  r \approx 0.3–0.5
  ) exist, but they’re imperfect (McCrae & Costa, 1989, Journal of Personality). Critics argue MBTI^® types don’t predict behavior or outcomes (e.g., job performance) as well as dimensional traits, questioning construct validity.
- Factor Analysis: Studies (e.g., Furnham et al., 2003, European Journal of Personality) suggest MBTI^® dimensions don’t always load cleanly onto distinct factors, hinting at overlap or redundancy compared to the Big Five’s clear structure.
Practical Utility vs. Science:
- Popularity: MBTI^®’s widespread use (e.g., in HR, counseling) doesn’t equate to scientific depth. Its appeal lies in accessibility and type descriptions, not empirical strength—critics (e.g., Pittenger, 2005) call it “pseudoscience” for overreaching its evidence.
- Critique of Dichotomy: The binary typing, as noted earlier, is a major sticking point—psychologists prefer continuous measures (e.g., NEO-PI-R) for their precision, fueling debates about MBTI^®’s scientific value.
Ongoing Debates:
- Proponents: Supporters (e.g., CPP Inc., Journal of Psychological Type) argue MBTI^®’s Jungian basis, reliability, and practical utility justify its use, citing decades of data and BPS/APA acceptance (though APA’s endorsement is limited).
- Critics: Academics (e.g., Paul, 2004, Skeptical Inquirer) question its scientific depth, noting poor predictive power, lack of longitudinal evidence, and reliance on self-report without objective measures. They contrast it with evidence-based models like the Big Five, which have extensive longitudinal and cross-cultural validation.
- BPS Stance: The BPS acknowledges MBTI^®’s utility but warns of its limitations, requiring trained administration to mitigate risks—reflecting this ongoing tension.
Recent Developments: As of 2025, debates continue in psychology forums and journals (e.g., Personality and Individual Differences). Some defend MBTI^®’s predictive validity in specific contexts (e.g., team dynamics), while others push for dimensional alternatives, questioning its depth for serious research.

Summary: The ongoing debates about MBTI^®’s scientific depth center on its theoretical (Jungian) roots, inconsistent reliability/validity, and practical popularity outstripping empirical support. Critics argue it’s more heuristic than scientific, while proponents highlight its utility, creating a polarized discourse that BPS navigates cautiously.

Conclusion

In summary, while the MBTI^® personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2025.03.04

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Valerii Kosenko

产品负责人 SaaS SDTEST®

Valerii 于 1993 年获得社会教育心理学家资格，此后将他的知识应用于项目管理。
Valerii 于 2013 年获得硕士学位以及项目和项目经理资格。在硕士学习期间，他熟悉了项目路线图 (GPM Deutsche Gesellschaft für Projektmanagement e. V.) 和 Spiral Dynamics。
Valerii 是探讨 V.U.C.A. 不确定性的作者。使用螺旋动力学和心理学数理统计的概念，以及 38 个国际民意调查。

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